Genetic Programming‎ > ‎logs‎ > ‎

Symbolic regression with regime change and autoregressive functions log

.   ____          _            __ _ _
 /\\ / ___'_ __ _ _(_)_ __  __ _ \ \ \ \
( ( )\___ | '_ | '_| | '_ \/ _` | \ \ \ \
 \\/  ___)| |_)| | | | | || (_| |  ) ) ) )
  '  |____| .__|_| |_|_| |_\__, | / / / /
 =========|_|==============|___/=/_/_/_/
 :: Spring Boot ::        (v1.3.0.RELEASE)

19 May 2017 21:03:23  INFO : com.infoblazer.gp.Application:48 - Starting Application on DESKTOP-AGLCC7R with PID 7780 (C:\Users\Dave\IdeaProjects\automatically-defined-templates\target\classes started by Dave in C:\Users\Dave\IdeaProjects\automatically-defined-templates)
19 May 2017 21:03:23  INFO : com.infoblazer.gp.Application:653 - No profiles are active
19 May 2017 21:03:29  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:586 - Generating initial population
************* Training Generation 1|1************************
19 May 2017 21:03:31  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|1
populationSize: 10000
Fittest:: 0.7251371468553682
Fittest Node Size:8
Fittest Depth:5
********************************************
New Fittest RP after training : 0.7251371468553682
Program :main->
( + 
	(offsetValue SINE4 
		(EXP 
			( *  				0  				x    )   )  )  
	(COS 		x   )    )
populationSize: 10000
New fittest = 0.7251371468553682
************* Training Generation 1|2************************
19 May 2017 21:03:33  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|2
populationSize: 10000
Fittest:: 0.704384505845803
Fittest Node Size:13
Fittest Depth:5
********************************************
New Fittest RP after training : 0.704384505845803
Program :main->
( + 
	( *  
		(COS 
			(COS 				2   )   )  
		(COS 			x   )    )  
	(PeriodMaximum SINE4 
		( %  
			(COS 				-1   )  
			(EXP 				2   )    )  )    )
populationSize: 10000
New fittest = 0.704384505845803
************* Training Generation 1|3************************
19 May 2017 21:03:34  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|3
populationSize: 10000
Fittest:: 0.704384505845803
Fittest Node Size:13
Fittest Depth:5
********************************************
Didn't find better program. fittest = 0.704384505845803
************* Training Generation 1|4************************
19 May 2017 21:03:35  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|4
populationSize: 10000
Fittest:: 0.6949963771930857
Fittest Node Size:13
Fittest Depth:5
********************************************
New Fittest RP after training : 0.6949963771930857
Program :main->
( + 
	( *  
		(COS 
			(COS 				x   )   )  
		(COS 			x   )    )  
	(PeriodMaximum SINE4 
		( %  
			(COS 				-1   )  
			(EXP 				2   )    )  )    )
populationSize: 10000
New fittest = 0.6949963771930857
************* Training Generation 1|5************************
19 May 2017 21:03:36  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|5
populationSize: 10000
Fittest:: 0.6878435556972722
Fittest Node Size:11
Fittest Depth:6
********************************************
New Fittest RP after training : 0.6878435556972722
Program :main->
( + 
	( *  
		(COS 
			(COS 
				(PeriodMaximum SINE4 					x  )   )   )  
		(COS 			x   )    )  
	(PeriodMaximum SINE4 
		(LOG 			-1   )  )    )
populationSize: 10000
New fittest = 0.6878435556972722
************* Training Generation 1|6************************
19 May 2017 21:03:37  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|6
populationSize: 10000
Fittest:: 0.6857959673978293
Fittest Node Size:12
Fittest Depth:7
********************************************
New Fittest RP after training : 0.6857959673978293
Program :main->
( + 
	( *  
		(COS 
			(COS 
				(COS 
					(sqrt 						5  )   )   )   )  
		(COS 			x   )    )  
	(PeriodMaximum SINE4 
		(COS 			x   )  )    )
populationSize: 10000
New fittest = 0.6857959673978293
************* Training Generation 1|7************************
19 May 2017 21:03:38  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|7
populationSize: 10000
Fittest:: 0.6857959673978293
Fittest Node Size:12
Fittest Depth:7
********************************************
Didn't find better program. fittest = 0.6857959673978293
************* Training Generation 1|8************************
19 May 2017 21:03:39  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|8
populationSize: 10000
Fittest:: 0.6847579144111406
Fittest Node Size:21
Fittest Depth:10
********************************************
New Fittest RP after training : 0.6847579144111406
Program :main->
( + 
	( *  
		(COS 
			(SIN 				4   )   )  
		(COS 			x   )    )  
	(PeriodMaximum SINE4 
		( %  
			(COS 
				(SIN 
					(COS 
						( -  
							(EXP 								0   )  
							( %  
								(periodMinimum SINE4 									0  )  								-1    )    )   )   )   )  
			(EXP 				0   )    )  )    )
populationSize: 10000
New fittest = 0.6847579144111406
************* Training Generation 1|9************************
19 May 2017 21:03:41  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|9
populationSize: 10000
Fittest:: 0.6847579144111406
Fittest Node Size:16
Fittest Depth:8
********************************************
New Fittest RP after training : 0.6847579144111406
Program :main->
( + 
	( *  
		(COS 
			(SIN 				4   )   )  
		(COS 			x   )    )  
	(PeriodMaximum SINE4 
		( %  
			(COS 
				(SIN 
					(PeriodMaximum SINE4 
						(SIN 							3   )  )   )   )  
			(EXP 				0   )    )  )    )
populationSize: 10000
New fittest = 0.6847579144111406
************* Training Generation 1|10************************
19 May 2017 21:03:42  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|10
populationSize: 10000
Fittest:: 0.6847579144111406
Fittest Node Size:11
Fittest Depth:5
********************************************
New Fittest RP after training : 0.6847579144111406
Program :main->
( + 
	( *  
		(COS 
			(SIN 				4   )   )  
		(COS 			x   )    )  
	(PeriodMaximum SINE4 
		( %  			2  			x    )  )    )
populationSize: 10000
New fittest = 0.6847579144111406
************* Training Generation 1|11************************
19 May 2017 21:03:44  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|11
populationSize: 10000
Fittest:: 0.6825083387560121
Fittest Node Size:19
Fittest Depth:7
********************************************
New Fittest RP after training : 0.6825083387560121
Program :main->
( + 
	( *  
		(COS 
			(COS 
				(COS 
					(periodMinimum SINE4 						x  )   )   )   )  
		(COS 
			( if  false  				-1  				x    )   )    )  
	(PeriodMaximum SINE4 
		( %  
			(COS 
				(PeriodMaximum SINE4 					x  )   )  
			(EXP 				0   )    )  )    )
populationSize: 10000
New fittest = 0.6825083387560121
************* Training Generation 1|12************************
19 May 2017 21:03:46  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|12
populationSize: 10000
Fittest:: 0.6825083387560121
Fittest Node Size:18
Fittest Depth:7
********************************************
New Fittest RP after training : 0.6825083387560121
Program :main->
( + 
	( *  
		(COS 
			(COS 
				(COS 
					(periodMinimum SINE4 						x  )   )   )   )  
		(COS 
			( if  false  				-1  				x    )   )    )  
	(PeriodMaximum SINE4 
		( %  
			(COS 				x   )  
			(EXP 				0   )    )  )    )
populationSize: 10000
New fittest = 0.6825083387560121
************* Training Generation 1|13************************
19 May 2017 21:03:49  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|13
populationSize: 10000
Fittest:: 0.6763718685731025
Fittest Node Size:50
Fittest Depth:13
********************************************
New Fittest RP after training : 0.6763718685731025
Program :main->
( + 
	( *  
		(COS 
			(COS 
				( *  
					( %  
						(LOG 							2   )  
						(offsetValue SINE4 
							(periodMinimum SINE4 
								(offsetValue SINE4 									x  )  )  )    )  
					( + 
						(offsetValue SINE4 
							( + 								3  								4    )  )  
						(sqrt 
							(PeriodMaximum SINE4 
								(SIN 
									(offsetValue SINE4 										x  )   )  )  )    )    )   )   )  
		(COS 			x   )    )  
	(PeriodMaximum SINE4 
		( %  
			(COS 
				(PeriodMaximum SINE4 
					( *  
						(COS 
							(periodMinimum SINE4 
								(PeriodMaximum SINE4 
									(PeriodMaximum SINE4 
										(sqrt 
											(periodMinimum SINE4 												4  )  )  )  )  )   )  
						( if  false  							4  							-1    )    )  )   )  
			(EXP 
				( %  
					(PeriodMaximum SINE4 
						(COS 
							(offsetValue SINE4 
								( if  true  									x  									4    )  )   )  )  					x    )   )    )  )    )
populationSize: 10000
New fittest = 0.6763718685731025
************* Training Generation 1|14************************
19 May 2017 21:03:51  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|14
populationSize: 10000
Fittest:: 0.6746929978180639
Fittest Node Size:29
Fittest Depth:9
********************************************
New Fittest RP after training : 0.6746929978180639
Program :main->
( + 
	( *  
		(COS 
			(COS 
				( + 
					(periodMinimum SINE4 
						( + 							x  							4    )  )  
					( -  
						( -  							x  							5    )  
						( if  true  							1  							x    )    )    )   )   )  
		(COS 			x   )    )  
	(PeriodMaximum SINE4 
		( %  
			(COS 
				(periodMinimum SINE4 
					(offsetValue SINE4 
						(COS 
							(PeriodMaximum SINE4 								x  )   )  )  )   )  
			(EXP 				2   )    )  )    )
populationSize: 10000
New fittest = 0.6746929978180639
************* Training Generation 1|15************************
19 May 2017 21:03:54  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|15
populationSize: 10000
Fittest:: 0.654798972673361
Fittest Node Size:21
Fittest Depth:12
********************************************
New Fittest RP after training : 0.654798972673361
Program :main->
( + 
	( *  
		(COS 
			(COS 
				( + 
					(PeriodMaximum SINE4 
						( if  
							( not true  )  
							(SIN 
								(periodMinimum SINE4 
									(COS 
										(COS 											2   )   )  )   )  							x    )  )  					x    )   )   )  
		(COS 			x   )    )  
	(PeriodMaximum SINE4 
		(COS 			x   )  )    )
populationSize: 10000
New fittest = 0.654798972673361
************* Training Generation 1|16************************
19 May 2017 21:03:58  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|16
populationSize: 10000
Fittest:: 0.654798972673361
Fittest Node Size:20
Fittest Depth:11
********************************************
New Fittest RP after training : 0.654798972673361
Program :main->
( + 
	( *  
		(COS 
			(COS 
				( + 
					(PeriodMaximum SINE4 
						( if  
							( not true  )  
							(SIN 
								(periodMinimum SINE4 
									(offsetValue SINE4 										x  )  )   )  							x    )  )  					x    )   )   )  
		(COS 			x   )    )  
	(PeriodMaximum SINE4 
		(COS 			x   )  )    )
populationSize: 10000
New fittest = 0.654798972673361
************* Training Generation 1|17************************
19 May 2017 21:04:01  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|17
populationSize: 10000
Fittest:: 0.654798972673361
Fittest Node Size:19
Fittest Depth:11
********************************************
New Fittest RP after training : 0.654798972673361
Program :main->
( + 
	( *  
		(COS 
			(COS 
				( + 
					(PeriodMaximum SINE4 
						( if  
							( not true  )  
							(SIN 
								(periodMinimum SINE4 
									(offsetValue SINE4 										x  )  )   )  							x    )  )  					x    )   )   )  
		(COS 			x   )    )  
	(PeriodMaximum SINE4 		0  )    )
populationSize: 10000
New fittest = 0.654798972673361
************* Training Generation 1|18************************
19 May 2017 21:04:05  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|18
populationSize: 10000
Fittest:: 0.6510112132514613
Fittest Node Size:36
Fittest Depth:13
********************************************
New Fittest RP after training : 0.6510112132514613
Program :main->
( + 
	( *  
		(COS 
			(COS 
				( + 
					(periodMinimum SINE4 
						( + 							x  							4    )  )  
					( -  
						( -  							x  							5    )  
						( if  true  
							( *  
								(COS 
									(SIN 										5   )   )  
								(COS 
									( *  
										(COS 
											(SIN 												4   )   )  
										(COS 											x   )    )   )    )  							x    )    )    )   )   )  
		(COS 			x   )    )  
	(PeriodMaximum SINE4 
		( %  
			(COS 
				(periodMinimum SINE4 					-1  )   )  
			(EXP 				2   )    )  )    )
populationSize: 10000
New fittest = 0.6510112132514613
************* Training Generation 1|19************************
19 May 2017 21:04:08  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|19
populationSize: 10000
Fittest:: 0.6510112132514613
Fittest Node Size:36
Fittest Depth:13
********************************************
Didn't find better program. fittest = 0.6510112132514613
************* Training Generation 1|20************************
19 May 2017 21:04:13  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|20
populationSize: 10000
Fittest:: 0.600372373842417
Fittest Node Size:58
Fittest Depth:16
********************************************
New Fittest RP after training : 0.600372373842417
Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(PeriodMaximum SINE4 						0  )   )  
				( + 
					( if  
						( < (COS ( - x (offsetValue SINE4 x ) ) ) -1 ) 0 x ) (COS ( if ( not true ) 3 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 ( * (SIN (EXP (offsetValue SINE4 -1 ) ) ) (COS (COS ( % (COS (COS ( - (PeriodMaximum SINE4 ( % (COS (PeriodMaximum SINE4 x ) ) (EXP 0 ) ) ) ( + ( % (EXP 4 ) x ) (PeriodMaximum SINE4 x ) ) ) ) ) (EXP (SIN (PeriodMaximum SINE4 (COS (COS x ) ) ) ) ) ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.600372373842417 ************* Training Generation 1|21************************ 19 May 2017 21:04:17 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|21 populationSize: 10000 Fittest:: 0.600372373842417 Fittest Node Size:57 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.600372373842417 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(PeriodMaximum SINE4 						0  )   )  
				( + 
					( if  
						( < (COS ( - x (offsetValue SINE4 x ) ) ) -1 ) 0 x ) (COS ( if false 3 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 ( * (SIN (EXP (offsetValue SINE4 -1 ) ) ) (COS (COS ( % (COS (COS ( - (PeriodMaximum SINE4 ( % (COS (PeriodMaximum SINE4 x ) ) (EXP 0 ) ) ) ( + ( % (EXP 4 ) x ) (PeriodMaximum SINE4 x ) ) ) ) ) (EXP (SIN (PeriodMaximum SINE4 (COS (COS x ) ) ) ) ) ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.600372373842417 ************* Training Generation 1|22************************ 19 May 2017 21:04:22 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|22 populationSize: 10000 Exception in thread "AWT-EventQueue-0" java.lang.IllegalArgumentException: Series index out of bounds Fittest:: 0.600372373842417 Fittest Node Size:28 at org.jfree.data.xy.XYSeriesCollection.getSeries(XYSeriesCollection.java:263) Fittest Depth:11 at org.jfree.data.xy.XYSeriesCollection.getSeriesKey(XYSeriesCollection.java:306) ******************************************** New Fittest RP after training : 0.600372373842417 at org.jfree.chart.labels.StandardXYSeriesLabelGenerator.createItemArray(StandardXYSeriesLabelGenerator.java:121) Program :main->
( + 
	at org.jfree.chart.labels.StandardXYSeriesLabelGenerator.generateLabel(StandardXYSeriesLabelGenerator.java:105)
	(SIN 
		(COS 
	at org.jfree.chart.renderer.xy.XYLineAndShapeRenderer.getLegendItem(XYLineAndShapeRenderer.java:1216)
	at org.jfree.chart.plot.XYPlot.getLegendItems(XYPlot.java:5300)
	at org.jfree.chart.title.LegendTitle.fetchLegendItems(LegendTitle.java:434)
	at org.jfree.chart.title.LegendTitle.arrange(LegendTitle.java:531)
	at org.jfree.chart.JFreeChart.drawTitle(JFreeChart.java:1320)
	at org.jfree.chart.JFreeChart.draw(JFreeChart.java:1214)
	at org.jfree.chart.ChartPanel.paintComponent(ChartPanel.java:1628)
	at javax.swing.JComponent.paint(JComponent.java:1056)
			( -  
	at javax.swing.JComponent.paintToOffscreen(JComponent.java:5210)
				(COS 
					(PeriodMaximum SINE4 						0  )   )  
	at javax.swing.RepaintManager$PaintManager.paintDoubleBuffered(RepaintManager.java:1579)
				( + 
					( if  
	at javax.swing.RepaintManager$PaintManager.paint(RepaintManager.java:1502)
						( < (COS at javax.swing.RepaintManager.paint(RepaintManager.java:1272) ( - x at javax.swing.JComponent._paintImmediately(JComponent.java:5158) (offsetValue SINE4 x ) ) ) -1 ) 0 x ) at javax.swing.JComponent.paintImmediately(JComponent.java:4969) (COS ( if at javax.swing.RepaintManager$4.run(RepaintManager.java:831) ( not true ) 3 1 ) ) ) ) ) ) at javax.swing.RepaintManager$4.run(RepaintManager.java:814) (PeriodMaximum SINE4 (COS at java.security.AccessController.doPrivileged(Native Method) (PeriodMaximum SINE4 x ) ) ) ) populationSize: 10000 at java.security.ProtectionDomain$JavaSecurityAccessImpl.doIntersectionPrivilege(ProtectionDomain.java:76) New fittest = 0.600372373842417 at javax.swing.RepaintManager.paintDirtyRegions(RepaintManager.java:814) ************* Training Generation 1|23************************ at javax.swing.RepaintManager.paintDirtyRegions(RepaintManager.java:789) 19 May 2017 21:04:28 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|23 at javax.swing.RepaintManager.prePaintDirtyRegions(RepaintManager.java:738) at javax.swing.RepaintManager.access$1200(RepaintManager.java:64) at javax.swing.RepaintManager$ProcessingRunnable.run(RepaintManager.java:1732) at java.awt.event.InvocationEvent.dispatch(InvocationEvent.java:311) at java.awt.EventQueue.dispatchEventImpl(EventQueue.java:756) at java.awt.EventQueue.access$500(EventQueue.java:97) at java.awt.EventQueue$3.run(EventQueue.java:709) at java.awt.EventQueue$3.run(EventQueue.java:703) at java.security.AccessController.doPrivileged(Native Method) at java.security.ProtectionDomain$JavaSecurityAccessImpl.doIntersectionPrivilege(ProtectionDomain.java:76) at java.awt.EventQueue.dispatchEvent(EventQueue.java:726) at java.awt.EventDispatchThread.pumpOneEventForFilters(EventDispatchThread.java:201) at java.awt.EventDispatchThread.pumpEventsForFilter(EventDispatchThread.java:116) at java.awt.EventDispatchThread.pumpEventsForHierarchy(EventDispatchThread.java:105) at java.awt.EventDispatchThread.pumpEvents(EventDispatchThread.java:101) at java.awt.EventDispatchThread.pumpEvents(EventDispatchThread.java:93) at java.awt.EventDispatchThread.run(EventDispatchThread.java:82) populationSize: 10000 Fittest:: 0.600372373842417 Fittest Node Size:28 Fittest Depth:11 ******************************************** Didn't find better program. fittest = 0.600372373842417 ************* Training Generation 1|24************************ 19 May 2017 21:04:34 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|24 populationSize: 10000 Fittest:: 0.5651723816639351 Fittest Node Size:58 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.5651723816639351 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(PeriodMaximum SINE4 						0  )   )  
				( + 
					( if  
						( < (COS (PeriodMaximum SINE4 (sqrt ( * (PeriodMaximum SINE4 -1 ) (SIN x ) ) ) ) ) -1 ) 0 x ) (COS ( if false 3 5 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 ( * (SIN x ) (COS (COS ( % (COS (COS ( - (PeriodMaximum SINE4 ( % (COS (PeriodMaximum SINE4 x ) ) (EXP 0 ) ) ) ( + ( % (EXP 4 ) x ) (PeriodMaximum SINE4 x ) ) ) ) ) (EXP (SIN (PeriodMaximum SINE4 (COS (COS x ) ) ) ) ) ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.5651723816639351 ************* Training Generation 1|25************************ 19 May 2017 21:04:41 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|25 populationSize: 10000 Fittest:: 0.5623412401760117 Fittest Node Size:102 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.5623412401760117 Program :main->
( + 
	( *  
		(COS 
			(SIN 
				( -  					x  
					(COS 
						( + 
							( *  
								(COS 
									(COS 
										(SIN 
											( *  
												(COS 													x   )  
												(COS 
													(offsetValue SINE4 
														(COS 															x   )  )   )    )   )   )   )  
								(COS 									x   )    )  
							(PeriodMaximum SINE4 
								( %  
									(COS 
										(PeriodMaximum SINE4 
											(offsetValue SINE4 												x  )  )   )  
									(COS 
										(SIN 											4   )   )    )  )    )   )    )   )   )  
		(COS 
			( -  				x  
				(SIN 
					(COS 
						(periodMinimum SINE4 
							(EXP 
								(EXP 									0   )   )  )   )   )    )   )    )  
	(PeriodMaximum SINE4 
		( %  
			( if  
				( if  
					( and true  
						( < 1 x ) ) ( and ( > 							-1  
							(offsetValue SINE4 
								(sqrt 
									(COS 
										( *  											3  
											( -  												5  												x    )    )   )  )  )   )  
						( > 
							(PeriodMaximum SINE4 
								(LOG 									x   )  )  							x   )   )  
					( > 
						(SIN 							1   )  						-1   )    )  
				(sqrt 
					(COS 
						(COS 
							(SIN 
								(EXP 									0   )   )   )   )  )  
				(periodMinimum SINE4 
					(SIN 
						(PeriodMaximum SINE4 
							( -  
								( %  									x  									0    )  								0    )  )   )  )    )  
			(EXP 
				(sqrt 
					(periodMinimum SINE4 
						(SIN 
							( + 
								( *  
									( -  
										(sqrt 											x  )  
										(offsetValue SINE4 											x  )    )  
									(COS 										x   )    )  
								(PeriodMaximum SINE4 
									( %  
										(COS 
											(SIN 												2   )   )  
										(EXP 											0   )    )  )    )   )  )  )   )    )  )    )
populationSize: 10000
New fittest = 0.5623412401760117
************* Training Generation 1|26************************
19 May 2017 21:04:47  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|26
populationSize: 10000
Fittest:: 0.4592410978795749
Fittest Node Size:62
Fittest Depth:16
********************************************
New Fittest RP after training : 0.4592410978795749
Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						( + 							x  							4    )  )   )  
				( + 
					( if  
						( < (COS ( - x (offsetValue SINE4 x ) ) ) -1 ) (periodMinimum SINE4 (COS -1 ) ) x ) (COS ( if ( not true ) 3 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 ( * (SIN (EXP (offsetValue SINE4 -1 ) ) ) (COS (COS ( % (COS (COS ( - (PeriodMaximum SINE4 ( % (COS (PeriodMaximum SINE4 x ) ) (EXP 0 ) ) ) ( + ( % (EXP 4 ) x ) (PeriodMaximum SINE4 x ) ) ) ) ) (EXP (SIN (PeriodMaximum SINE4 (COS (COS 2 ) ) ) ) ) ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.4592410978795749 ************* Training Generation 1|27************************ 19 May 2017 21:04:53 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|27 populationSize: 10000 Fittest:: 0.4592410978795749 Fittest Node Size:34 Fittest Depth:11 ******************************************** New Fittest RP after training : 0.4592410978795749 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						( + 							x  							4    )  )   )  
				( + 
					( if  
						( < (COS ( - x (offsetValue SINE4 x ) ) ) -1 ) (periodMinimum SINE4 (COS -1 ) ) x ) (COS ( if ( not true ) 3 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (EXP (offsetValue SINE4 -1 ) ) ) ) ) ) populationSize: 10000 New fittest = 0.4592410978795749 ************* Training Generation 1|28************************ 19 May 2017 21:04:59 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|28 populationSize: 10000 Fittest:: 0.4592410978795749 Fittest Node Size:34 Fittest Depth:11 ******************************************** Didn't find better program. fittest = 0.4592410978795749 ************* Training Generation 1|29************************ 19 May 2017 21:05:05 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|29 populationSize: 10000 Fittest:: 0.4592410978795749 Fittest Node Size:32 Fittest Depth:11 ******************************************** New Fittest RP after training : 0.4592410978795749 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						( + 							x  							4    )  )   )  
				( + 
					( if  
						( < (COS ( - x (offsetValue SINE4 x ) ) ) -1 ) (periodMinimum SINE4 (COS -1 ) ) x ) (COS ( if ( not true ) 3 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (LOG x ) ) ) ) populationSize: 10000 New fittest = 0.4592410978795749 ************* Training Generation 1|30************************ 19 May 2017 21:05:10 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|30 populationSize: 10000 Fittest:: 0.4592410978795749 Fittest Node Size:26 Fittest Depth:9 ******************************************** New Fittest RP after training : 0.4592410978795749 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 						x  )   )  
				( + 
					( if  
						( and false  false   )  						0  						x    )  
					(COS 
						( if  
							( not true  )  							3  							1    )   )    )    )   )   )  
	(PeriodMaximum SINE4 
		(COS 
			(LOG 
				(EXP 
					(sqrt 						x  )   )   )   )  )    )
populationSize: 10000
New fittest = 0.4592410978795749
************* Training Generation 1|31************************
19 May 2017 21:05:15  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|31
populationSize: 10000
Fittest:: 0.458639490994374
Fittest Node Size:60
Fittest Depth:13
********************************************
New Fittest RP after training : 0.458639490994374
Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						( + 							x  							4    )  )   )  
				( + 
					( if  
						( < 
							(COS 
								( -  									x  
									(offsetValue SINE4 										x  )    )   )  							-1   )  
						(periodMinimum SINE4 
							(COS 
								( if  
									( < 										x  										-1   )  
									(PeriodMaximum SINE4 
										(LOG 											x   )  )  									x    )   )  )  						x    )  
					(COS 
						( if  
							( if  
								( and true  
									( < 1 x ) ) ( and ( > 										-1  
										(COS 
											(COS 												x   )   )   )  
									( > 
										(PeriodMaximum SINE4 
											(LOG 												x   )  )  										x   )   )  
								( > 
									(SIN 										1   )  									-1   )    )  							3  							1    )   )    )    )   )   )  
	(PeriodMaximum SINE4 
		(COS 
			(PeriodMaximum SINE4 
				(EXP 
					(offsetValue SINE4 						-1  )   )  )   )  )    )
populationSize: 10000
New fittest = 0.458639490994374
************* Training Generation 1|32************************
19 May 2017 21:05:21  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|32
populationSize: 10000
Fittest:: 0.45851702578950815
Fittest Node Size:72
Fittest Depth:16
********************************************
New Fittest RP after training : 0.45851702578950815
Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						( + 							x  							4    )  )   )  
				( + 
					( if  
						( < 							x  
							( + 
								( + 
									(COS 
										(COS 											-1   )   )  
									(COS 
										( -  											x  											x    )   )    )  
								( if  
									( < 
										( *  											x  											2    )  
										(PeriodMaximum SINE4 											2  )   )  
									(LOG 
										(sqrt 											-1  )   )  
									(LOG 
										(PeriodMaximum SINE4 											1  )   )    )    )   )  
						(periodMinimum SINE4 
							(COS 								-1   )  )  						x    )  
					(COS 
						( if  
							( < (COS ( - x (offsetValue SINE4 x ) ) ) -1 ) 3 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 ( * (SIN (EXP (offsetValue SINE4 -1 ) ) ) (COS (COS ( % (COS (SIN 0 ) ) (EXP (SIN (PeriodMaximum SINE4 (COS (COS (PeriodMaximum SINE4 (LOG x ) ) ) ) ) ) ) ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.45851702578950815 ************* Training Generation 1|33************************ 19 May 2017 21:05:27 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|33 populationSize: 10000 Fittest:: 0.45645327494698096 Fittest Node Size:61 Fittest Depth:14 ******************************************** New Fittest RP after training : 0.45645327494698096 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						( + 							x  
							(offsetValue SINE4 
								(SIN 
									(COS 										x   )   )  )    )  )   )  
				( + 
					( if  
						( < (COS ( - x (offsetValue SINE4 x ) ) ) -1 ) (periodMinimum SINE4 (COS -1 ) ) x ) (COS (COS (periodMinimum SINE4 x ) ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 ( * (SIN (EXP (offsetValue SINE4 -1 ) ) ) (COS ( if true (periodMinimum SINE4 (offsetValue SINE4 ( + ( if true 0 x ) (COS ( if ( not true ) 1 1 ) ) ) ) ) ( * (COS ( if false -1 x ) ) (COS x ) ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.45645327494698096 ************* Training Generation 1|34************************ 19 May 2017 21:05:33 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|34 populationSize: 10000 Fittest:: 0.4485041751713596 Fittest Node Size:49 Fittest Depth:13 ******************************************** New Fittest RP after training : 0.4485041751713596 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						(EXP 
							(offsetValue SINE4 								-1  )   )  )   )  
				( + 
					( if  
						( < (COS ( - x (offsetValue SINE4 (offsetValue SINE4 (COS x ) ) ) ) ) -1 ) 0 x ) (COS ( if ( not true ) 3 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 ( * (SIN (EXP (offsetValue SINE4 -1 ) ) ) (COS (COS ( % (COS ( * x (COS x ) ) ) (EXP (SIN (EXP (SIN 1 ) ) ) ) ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.4485041751713596 ************* Training Generation 1|35************************ 19 May 2017 21:05:38 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|35 populationSize: 10000 Fittest:: 0.4485041751713596 Fittest Node Size:46 Fittest Depth:13 ******************************************** New Fittest RP after training : 0.4485041751713596 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						(EXP 
							(offsetValue SINE4 								-1  )   )  )   )  
				( + 
					( if  
						( < (COS ( - x (offsetValue SINE4 (offsetValue SINE4 (COS x ) ) ) ) ) -1 ) 0 x ) (COS ( if ( not true ) 3 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 ( * (SIN (EXP (offsetValue SINE4 -1 ) ) ) (COS (COS ( % (COS ( * x (COS x ) ) ) (EXP 3 ) ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.4485041751713596 ************* Training Generation 1|36************************ 19 May 2017 21:05:43 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|36 populationSize: 10000 Fittest:: 0.4471175286859638 Fittest Node Size:71 Fittest Depth:12 ******************************************** New Fittest RP after training : 0.4471175286859638 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						( if  
							( > 
								(sqrt 
									( if  
										( if  true  false  false    )  
										(periodMinimum SINE4 											x  )  
										(SIN 											x   )    )  )  
								( if  
									( if  
										( and false  true   )  
										( and false  true   )  
										( not false  )    )  
									( %  
										( if  false  											5  											x    )  
										(PeriodMaximum SINE4 											2  )    )  
									( if  
										( and false  false   )  
										( %  											1  											1    )  
										(offsetValue SINE4 											2  )    )    )   )  							0  							x    )  )   )  
				( + 
					( if  
						( < 							2  							-1   )  
						(periodMinimum SINE4 
							(COS 
								( if  
									( < x x ) (PeriodMaximum SINE4 (LOG x ) ) x ) ) ) x ) (COS ( if ( not true ) 3 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS x ) ) ) populationSize: 10000 New fittest = 0.4471175286859638 ************* Training Generation 1|37************************ 19 May 2017 21:05:47 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|37 populationSize: 10000 Fittest:: 0.4471175286859638 Fittest Node Size:66 Fittest Depth:13 ******************************************** New Fittest RP after training : 0.4471175286859638 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						( if  
							( > 
								(sqrt 
									( if  
										( if  true  false  false    )  
										(periodMinimum SINE4 											x  )  
										(SIN 											x   )    )  )  
								( if  
									( if  
										( and false  true   )  
										( and false  true   )  
										( not false  )    )  
									( %  
										( if  false  											5  											x    )  
										(PeriodMaximum SINE4 											2  )    )  
									(COS 
										(SIN 
											(offsetValue SINE4 												x  )   )   )    )   )  							0  							x    )  )   )  
				( + 
					( if  
						( < 							2  							-1   )  
						(periodMinimum SINE4 
							(COS 
								( if  
									( < x x ) (PeriodMaximum SINE4 (LOG x ) ) x ) ) ) x ) (COS ( if ( not true ) 3 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS x ) ) ) populationSize: 10000 New fittest = 0.4471175286859638 ************* Training Generation 1|38************************ 19 May 2017 21:05:51 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|38 Exception in thread "AWT-EventQueue-0" java.lang.IllegalArgumentException: Series index out of bounds at org.jfree.data.xy.XYSeriesCollection.getSeries(XYSeriesCollection.java:263) at org.jfree.data.xy.XYSeriesCollection.getSeriesKey(XYSeriesCollection.java:306) at org.jfree.chart.labels.StandardXYSeriesLabelGenerator.createItemArray(StandardXYSeriesLabelGenerator.java:121) at org.jfree.chart.labels.StandardXYSeriesLabelGenerator.generateLabel(StandardXYSeriesLabelGenerator.java:105) at org.jfree.chart.renderer.xy.XYLineAndShapeRenderer.getLegendItem(XYLineAndShapeRenderer.java:1216) at org.jfree.chart.plot.XYPlot.getLegendItems(XYPlot.java:5300) at org.jfree.chart.title.LegendTitle.fetchLegendItems(LegendTitle.java:434) at org.jfree.chart.title.LegendTitle.arrange(LegendTitle.java:531) at org.jfree.chart.JFreeChart.drawTitle(JFreeChart.java:1320) at org.jfree.chart.JFreeChart.draw(JFreeChart.java:1214) at org.jfree.chart.ChartPanel.paintComponent(ChartPanel.java:1628) at javax.swing.JComponent.paint(JComponent.java:1056) at javax.swing.JComponent.paintToOffscreen(JComponent.java:5210) at javax.swing.RepaintManager$PaintManager.paintDoubleBuffered(RepaintManager.java:1579) at javax.swing.RepaintManager$PaintManager.paint(RepaintManager.java:1502) at javax.swing.RepaintManager.paint(RepaintManager.java:1272) at javax.swing.JComponent._paintImmediately(JComponent.java:5158) at javax.swing.JComponent.paintImmediately(JComponent.java:4969) at javax.swing.RepaintManager$4.run(RepaintManager.java:831) at javax.swing.RepaintManager$4.run(RepaintManager.java:814) at java.security.AccessController.doPrivileged(Native Method) at java.security.ProtectionDomain$JavaSecurityAccessImpl.doIntersectionPrivilege(ProtectionDomain.java:76) at javax.swing.RepaintManager.paintDirtyRegions(RepaintManager.java:814) at javax.swing.RepaintManager.paintDirtyRegions(RepaintManager.java:789) at javax.swing.RepaintManager.prePaintDirtyRegions(RepaintManager.java:738) at javax.swing.RepaintManager.access$1200(RepaintManager.java:64) at javax.swing.RepaintManager$ProcessingRunnable.run(RepaintManager.java:1732) at java.awt.event.InvocationEvent.dispatch(InvocationEvent.java:311) at java.awt.EventQueue.dispatchEventImpl(EventQueue.java:756) at java.awt.EventQueue.access$500(EventQueue.java:97) at java.awt.EventQueue$3.run(EventQueue.java:709) at java.awt.EventQueue$3.run(EventQueue.java:703) at java.security.AccessController.doPrivileged(Native Method) at java.security.ProtectionDomain$JavaSecurityAccessImpl.doIntersectionPrivilege(ProtectionDomain.java:76) at java.awt.EventQueue.dispatchEvent(EventQueue.java:726) at java.awt.EventDispatchThread.pumpOneEventForFilters(EventDispatchThread.java:201) at java.awt.EventDispatchThread.pumpEventsForFilter(EventDispatchThread.java:116) at java.awt.EventDispatchThread.pumpEventsForHierarchy(EventDispatchThread.java:105) at java.awt.EventDispatchThread.pumpEvents(EventDispatchThread.java:101) at java.awt.EventDispatchThread.pumpEvents(EventDispatchThread.java:93) at java.awt.EventDispatchThread.run(EventDispatchThread.java:82) populationSize: 10000 Fittest:: 0.4470223137239914 Fittest Node Size:53 Fittest Depth:14 ******************************************** New Fittest RP after training : 0.4470223137239914 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						(EXP 
							( if  
								( if  
									( not true  )  
									( > 										x  										x   )  
									( and false  true   )    )  
								( -  
									(PeriodMaximum SINE4 										2  )  
									(COS 										x   )    )  
								(PeriodMaximum SINE4 
									( + 										4  
										(COS 
											( if  
												( not true  )  
												(LOG 													x   )  												1    )   )    )  )    )   )  )   )  
				( + 
					( if  false  
						(COS 
							( -  								x  
								(COS 
									(periodMinimum SINE4 
										( + 											x  											4    )  )   )    )   )  						x    )  
					(COS 
						( if  false  							3  							1    )   )    )    )   )   )  
	(PeriodMaximum SINE4 
		(COS 
			(PeriodMaximum SINE4 				x  )   )  )    )
populationSize: 10000
New fittest = 0.4470223137239914
************* Training Generation 1|39************************
19 May 2017 21:05:56  INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|39
populationSize: 10000
Fittest:: 0.44283942112159863
Fittest Node Size:55
Fittest Depth:16
********************************************
New Fittest RP after training : 0.44283942112159863
Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						(EXP 
							(offsetValue SINE4 
								( + 
									( %  										x  										x    )  
									(COS 
										(periodMinimum SINE4 											x  )   )    )  )   )  )   )  
				( + 
					( if  
						( < (COS (PeriodMaximum SINE4 (sqrt ( * ( - (offsetValue SINE4 (SIN (LOG 1 ) ) ) (periodMinimum SINE4 (EXP ( % x x ) ) ) ) (SIN (SIN (EXP (offsetValue SINE4 -1 ) ) ) ) ) ) ) ) -1 ) 0 x ) (COS ( if false 3 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 ( * (SIN (EXP (offsetValue SINE4 -1 ) ) ) (COS x ) ) ) ) ) ) populationSize: 10000 New fittest = 0.44283942112159863 ************* Training Generation 1|40************************ 19 May 2017 21:06:01 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|40 populationSize: 10000 Fittest:: 0.43361329838789314 Fittest Node Size:71 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.43361329838789314 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						( -  
							(COS 
								(periodMinimum SINE4 									x  )   )  
							( + 
								( if  
									( if  
										( and true  
											( < 1 (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 -1 ) ) ) ) ) ( not true ) ( > 
											( *  												5  												x    )  											-1   )    )  
									( *  
										( if  false  											3  											1    )  
										(COS 
											(COS 
												( if  
													( not false  )  
													(periodMinimum SINE4 														x  )  
													(EXP 														3   )    )   )   )    )  									x    )  
								(COS 
									( if  
										( not true  )  										3  										1    )   )    )    )  )   )  
				( + 					x  
					(COS 
						( if  
							( < x 1 ) 3 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS (COS (SIN ( * (COS x ) 2 ) ) ) ) 0 ) ) ) ) ) ) populationSize: 10000 New fittest = 0.43361329838789314 ************* Training Generation 1|41************************ 19 May 2017 21:06:06 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|41 populationSize: 10000 Fittest:: 0.43310733216156466 Fittest Node Size:73 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.43310733216156466 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						( -  
							(COS 
								(periodMinimum SINE4 									x  )   )  
							( + 
								( if  
									( if  
										( and true  
											( < 1 (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 -1 ) ) ) ) ) ( not true ) ( > 
											( *  												5  												x    )  											-1   )    )  
									( *  
										( if  false  											3  											1    )  
										(COS 
											(COS 
												( if  
													( < 														x  
														(COS 															x   )   )  
													(periodMinimum SINE4 														x  )  
													(EXP 														3   )    )   )   )    )  									x    )  
								(COS 
									( if  
										( not true  )  										3  										1    )   )    )    )  )   )  
				( + 					x  
					(COS 
						( if  
							( < x 1 ) 3 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS (COS (SIN ( * (COS x ) 2 ) ) ) ) 0 ) ) ) ) ) ) populationSize: 10000 New fittest = 0.43310733216156466 ************* Training Generation 1|42************************ 19 May 2017 21:06:11 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|42 populationSize: 10000 Fittest:: 0.43310733216156466 Fittest Node Size:73 Fittest Depth:16 ******************************************** Didn't find better program. fittest = 0.43310733216156466 ************* Training Generation 1|43************************ 19 May 2017 21:06:16 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|43 populationSize: 10000 Fittest:: 0.43211472226496106 Fittest Node Size:36 Fittest Depth:13 ******************************************** New Fittest RP after training : 0.43211472226496106 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						(EXP 
							(PeriodMaximum SINE4 
								(EXP 
									(sqrt 
										(periodMinimum SINE4 											5  )  )   )  )   )  )   )  
				( + 
					( if  
						( < (COS ( - x (offsetValue SINE4 (offsetValue SINE4 (COS x ) ) ) ) ) -1 ) 0 x ) (COS ( if ( not true ) -1 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (COS (periodMinimum SINE4 x ) ) ) ) ) populationSize: 10000 New fittest = 0.43211472226496106 ************* Training Generation 1|44************************ 19 May 2017 21:06:21 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|44 populationSize: 10000 Fittest:: 0.4318544432098502 Fittest Node Size:85 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.4318544432098502 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						( -  
							(COS 
								(periodMinimum SINE4 
									(periodMinimum SINE4 
										(EXP 
											( if  true  
												( -  
													(PeriodMaximum SINE4 														2  )  
													(COS 														x   )    )  
												(PeriodMaximum SINE4 
													( + 														4  														1    )  )    )   )  )  )   )  
							( + 
								( if  
									( if  
										( and true  
											( < 1 (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 -1 ) ) ) ) ) ( not true ) ( > 
											( *  												5  												x    )  											-1   )    )  
									( *  
										( if  false  											3  											1    )  
										(COS 
											(COS 
												( if  
													( < 														x  
														(COS 															x   )   )  
													(periodMinimum SINE4 														x  )  
													(EXP 														3   )    )   )   )    )  									x    )  
								(COS 
									( if  
										( not true  )  										3  										1    )   )    )    )  )   )  
				( + 					x  
					(COS 
						( if  
							( < x 1 ) 4 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS (COS (SIN ( * (COS x ) 2 ) ) ) ) 0 ) ) ) ) ) ) populationSize: 10000 New fittest = 0.4318544432098502 ************* Training Generation 1|45************************ 19 May 2017 21:06:26 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|45 populationSize: 10000 Fittest:: 0.4318544432098502 Fittest Node Size:81 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.4318544432098502 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						( -  
							(COS 
								(periodMinimum SINE4 
									(periodMinimum SINE4 
										(EXP 
											( if  true  
												( -  
													(PeriodMaximum SINE4 														2  )  
													(COS 														x   )    )  
												(PeriodMaximum SINE4 
													( + 														4  														1    )  )    )   )  )  )   )  
							( + 
								( if  
									( if  
										( and true  
											( < 1 (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 -1 ) ) ) ) ) ( not true ) ( > 
											( *  												5  												x    )  											-1   )    )  
									( *  
										( if  false  											3  											1    )  
										(COS 
											(COS 
												( if  
													( < 														x  
														(COS 															x   )   )  
													(periodMinimum SINE4 														x  )  
													(EXP 														3   )    )   )   )    )  									x    )  
								(COS 
									( if  
										( not true  )  										3  										1    )   )    )    )  )   )  
				( + 					x  
					(COS 
						( if  
							( < x 1 ) 4 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS (SIN x ) ) 0 ) ) ) ) ) ) populationSize: 10000 New fittest = 0.4318544432098502 ************* Training Generation 1|46************************ 19 May 2017 21:06:31 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|46 populationSize: 10000 Fittest:: 0.4318544432098502 Fittest Node Size:79 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.4318544432098502 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						( -  
							(COS 
								(periodMinimum SINE4 
									(periodMinimum SINE4 
										(EXP 
											( if  true  
												( -  
													(PeriodMaximum SINE4 														2  )  
													(COS 														x   )    )  
												(PeriodMaximum SINE4 
													( + 														4  														1    )  )    )   )  )  )   )  
							( + 
								( if  
									( if  
										( and true  
											( < 1 (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 -1 ) ) ) ) ) ( not true ) ( > 											x  											-1   )    )  
									( *  
										( if  false  											3  											1    )  
										(COS 
											(COS 
												( if  
													( < 														x  
														(COS 															x   )   )  
													(periodMinimum SINE4 														x  )  
													(EXP 														3   )    )   )   )    )  									x    )  
								(COS 
									( if  
										( not true  )  										3  										1    )   )    )    )  )   )  
				( + 					x  
					(COS 
						( if  
							( < x 1 ) 4 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS (SIN x ) ) 0 ) ) ) ) ) ) populationSize: 10000 New fittest = 0.4318544432098502 ************* Training Generation 1|47************************ 19 May 2017 21:06:37 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|47 populationSize: 10000 Fittest:: 0.4282361415601282 Fittest Node Size:99 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.4282361415601282 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						( -  
							(COS 
								(periodMinimum SINE4 									x  )   )  
							( + 
								( if  
									( if  
										( and 
											( < 
												(COS 
													(COS 														x   )   )  												x   )  
											( < 1 (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 -1 ) ) ) ) ) ( not true ) ( > 
											( *  
												( if  
													( not true  )  													3  													1    )  												x    )  											-1   )    )  
									( *  
										( if  false  											3  											1    )  
										(COS 
											(SIN 												3   )   )    )  									x    )  
								(COS 
									( if  
										( not true  )  										3  										1    )   )    )    )  )   )  
				( + 					x  
					(SIN 
						(COS 
							( if  
								( if  
									( and true  
										( < 1 x ) ) ( not true ) ( > 
										(COS 
											( if  
												( not true  )  												3  												1    )   )  										-1   )    )  								3  								1    )   )   )    )    )   )   )  
	(PeriodMaximum SINE4 
		(SIN 
			(COS 
				( -  
					(COS 
						(periodMinimum SINE4 
							(EXP 
								(offsetValue SINE4 									-1  )   )  )   )  
					( + 
						( if  
							( < ( * x 2 ) (PeriodMaximum SINE4 x ) ) 0 x ) (COS ( if ( not true ) 3 1 ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.4282361415601282 ************* Training Generation 1|48************************ 19 May 2017 21:06:44 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|48 populationSize: 10000 Fittest:: 0.4282361415601282 Fittest Node Size:96 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.4282361415601282 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						( -  
							(COS 
								(periodMinimum SINE4 									x  )   )  
							( + 
								( if  
									( if  
										( and 
											( < 
												(COS 
													(COS 														x   )   )  												x   )  
											( < 1 (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 -1 ) ) ) ) ) ( not true ) ( > 
											( *  
												( if  
													( not true  )  													3  													1    )  												x    )  											-1   )    )  
									( *  
										( if  false  											3  											1    )  
										(COS 
											(SIN 												3   )   )    )  									x    )  
								(COS 
									( if  
										( not true  )  										3  										1    )   )    )    )  )   )  
				( + 					x  
					(SIN 
						(COS 
							( if  
								( if  
									( and true  
										( < 1 x ) ) ( not true ) ( > 
										(COS 
											(COS 												x   )   )  										-1   )    )  								3  								1    )   )   )    )    )   )   )  
	(PeriodMaximum SINE4 
		(SIN 
			(COS 
				( -  
					(COS 
						(periodMinimum SINE4 
							(EXP 
								(offsetValue SINE4 									-1  )   )  )   )  
					( + 
						( if  
							( < ( * x 2 ) (PeriodMaximum SINE4 x ) ) 0 x ) (COS ( if ( not true ) 3 1 ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.4282361415601282 ************* Training Generation 1|49************************ 19 May 2017 21:06:50 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|49 populationSize: 10000 Fittest:: 0.4282361415601282 Fittest Node Size:89 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.4282361415601282 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						( -  
							(COS 
								(periodMinimum SINE4 									x  )   )  
							( + 
								( if  
									( if  
										( and 
											( < 
												(COS 
													(COS 														x   )   )  												x   )  
											( < 1 (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 -1 ) ) ) ) ) ( not true ) ( > 
											( *  
												( if  
													( not true  )  													3  													1    )  												x    )  											-1   )    )  
									( *  
										( if  false  											3  											1    )  
										(COS 
											(SIN 												3   )   )    )  									x    )  
								(COS 
									( if  
										( not true  )  										3  										1    )   )    )    )  )   )  
				( + 					x  
					(SIN 
						(COS 
							( if  
								( not 
									( and true  
										( < 											1  											x   )   )  )  								3  								1    )   )   )    )    )   )   )  
	(PeriodMaximum SINE4 
		(SIN 
			(COS 
				( -  
					(COS 
						(periodMinimum SINE4 
							(EXP 
								(offsetValue SINE4 									-1  )   )  )   )  
					( + 
						( if  
							( < ( * x 2 ) (PeriodMaximum SINE4 x ) ) 0 x ) (COS ( if ( not true ) 3 1 ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.4282361415601282 ************* Training Generation 1|50************************ 19 May 2017 21:06:57 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|50 populationSize: 10000 Fittest:: 0.4195253335174644 Fittest Node Size:37 Fittest Depth:12 ******************************************** New Fittest RP after training : 0.4195253335174644 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						(EXP 
							(PeriodMaximum SINE4 
								(EXP 
									(sqrt 
										(periodMinimum SINE4 											5  )  )   )  )   )  )   )  
				( + 
					( if  
						( < (COS ( - x ( if ( not true ) 3 1 ) ) ) -1 ) 0 x ) (SIN (EXP 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 ( * -1 (COS (offsetValue SINE4 -1 ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.4195253335174644 ************* Training Generation 1|51************************ 19 May 2017 21:07:04 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|51 populationSize: 10000 Fittest:: 0.4195253335174644 Fittest Node Size:37 Fittest Depth:12 ******************************************** Didn't find better program. fittest = 0.4195253335174644 ************* Training Generation 1|52************************ 19 May 2017 21:07:10 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|52 populationSize: 10000 Fittest:: 0.41480207268860203 Fittest Node Size:60 Fittest Depth:17 ******************************************** New Fittest RP after training : 0.41480207268860203 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				(COS 
					(periodMinimum SINE4 
						(EXP 
							(PeriodMaximum SINE4 
								(EXP 
									(sqrt 
										(periodMinimum SINE4 											5  )  )   )  )   )  )   )  
				( + 
					( if  
						( < 
							(COS 
								( -  									x  
									(offsetValue SINE4 
										(offsetValue SINE4 
											(COS 
												( + 													x  
													(COS 
														( if  
															( < 																x  																1   )  															3  															1    )   )    )   )  )  )    )   )  							-1   )  						x  						x    )  
					(COS 
						( if  
							( not 
								( and 
									( not 
										( < 											1  
											(PeriodMaximum SINE4 
												(COS 
													(PeriodMaximum SINE4 														-1  )   )  )   )  )  true   )  )  							-1  
							( if  
								( < x (COS x ) ) (periodMinimum SINE4 x ) (EXP 3 ) ) ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (COS (periodMinimum SINE4 x ) ) ) ) ) populationSize: 10000 New fittest = 0.41480207268860203 ************* Training Generation 1|53************************ 19 May 2017 21:07:17 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|53 populationSize: 10000 Fittest:: 0.41480207268860203 Fittest Node Size:60 Fittest Depth:17 ******************************************** Didn't find better program. fittest = 0.41480207268860203 ************* Training Generation 1|54************************ 19 May 2017 21:07:24 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|54 populationSize: 10000 Fittest:: 0.3967325525227378 Fittest Node Size:66 Fittest Depth:14 ******************************************** New Fittest RP after training : 0.3967325525227378 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				( if  
					( < 
						(periodMinimum SINE4 
							( -  								2  								3    )  )  
						(SIN 
							(EXP 								-1   )   )   )  
					(SIN 
						( %  
							( if  false  								x  								3    )  
							(COS 								1   )    )   )  
					(EXP 
						( %  
							(EXP 								x   )  
							( *  								x  								x    )    )   )    )  
				( + 					x  
					(COS 
						( if  
							( < x 1 ) 4 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS (COS (SIN ( * (COS x ) 2 ) ) ) ) ( - (EXP (LOG (SIN (EXP 3 ) ) ) ) (offsetValue SINE4 ( + (SIN (COS (COS x ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (EXP 1 ) ) ) ) ) ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.3967325525227378 ************* Training Generation 1|55************************ 19 May 2017 21:07:31 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|55 populationSize: 10000 Fittest:: 0.3967325525227378 Fittest Node Size:61 Fittest Depth:14 ******************************************** New Fittest RP after training : 0.3967325525227378 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				( if  
					( < 
						(periodMinimum SINE4 
							( -  								2  								3    )  )  
						(SIN 
							(EXP 								-1   )   )   )  
					(SIN 
						( %  
							( if  false  								x  								3    )  
							(COS 								1   )    )   )  
					(EXP 
						( %  
							(EXP 								x   )  
							( *  								x  								x    )    )   )    )  
				( + 					x  
					(COS 
						( if  
							( < x 1 ) 4 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS x ) ( - (EXP (LOG (SIN (EXP 3 ) ) ) ) (offsetValue SINE4 ( + (SIN (COS (COS x ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (EXP 1 ) ) ) ) ) ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.3967325525227378 ************* Training Generation 1|56************************ 19 May 2017 21:07:38 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|56 populationSize: 10000 Fittest:: 0.37618850277119553 Fittest Node Size:71 Fittest Depth:14 ******************************************** New Fittest RP after training : 0.37618850277119553 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				( if  
					( < 
						(periodMinimum SINE4 
							( -  								2  								3    )  )  
						(SIN 
							(EXP 								-1   )   )   )  
					(SIN 
						( %  
							( if  false  								x  								3    )  
							(COS 								1   )    )   )  
					(EXP 
						( %  
							(periodMinimum SINE4 
								(EXP 
									(LOG 										x   )   )  )  
							( *  								x  								x    )    )   )    )  
				( + 					x  
					(COS 
						( if  
							( < x 1 ) 4 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS (COS (SIN ( * (COS x ) 2 ) ) ) ) ( - (EXP (SIN ( * (COS (EXP (offsetValue SINE4 -1 ) ) ) 0 ) ) ) (offsetValue SINE4 ( + (SIN (COS (COS x ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (EXP 1 ) ) ) ) ) ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.37618850277119553 ************* Training Generation 1|57************************ 19 May 2017 21:07:46 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|57 populationSize: 10000 Fittest:: 0.37585590699051624 Fittest Node Size:91 Fittest Depth:17 ******************************************** New Fittest RP after training : 0.37585590699051624 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				( if  
					( < 
						(periodMinimum SINE4 
							( -  								2  								3    )  )  
						(SIN 
							(EXP 								-1   )   )   )  
					(SIN 
						( %  
							( if  false  								x  								3    )  
							(COS 								1   )    )   )  
					(EXP 
						( %  
							(periodMinimum SINE4 
								(EXP 
									(COS 
										( if  
											( if  
												( and true  
													( < (offsetValue SINE4 (COS x ) ) x ) ) ( not true ) ( > 
													(COS 
														( if  
															( not true  )  															3  															1    )   )  													-1   )    )  											3  											1    )   )   )  )  
							( *  								x  								x    )    )   )    )  
				( + 					x  
					(COS 
						( if  
							( < x 1 ) 4 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS (COS (SIN ( * (COS x ) 2 ) ) ) ) ( - (EXP (SIN ( * (COS (EXP (offsetValue SINE4 -1 ) ) ) 0 ) ) ) (offsetValue SINE4 ( + (SIN (COS (COS x ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (EXP 1 ) ) ) ) ) ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.37585590699051624 ************* Training Generation 1|58************************ 19 May 2017 21:07:54 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|58 populationSize: 10000 Fittest:: 0.3644042612575645 Fittest Node Size:65 Fittest Depth:14 ******************************************** New Fittest RP after training : 0.3644042612575645 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				( if  
					( < 
						(periodMinimum SINE4 
							( -  								2  								3    )  )  
						(SIN 
							(EXP 
								( -  
									(EXP 										1   )  									1    )   )   )   )  
					(SIN 
						( %  
							( if  false  								x  								3    )  
							(COS 								1   )    )   )  
					(EXP 
						( %  
							(periodMinimum SINE4 
								(EXP 
									(LOG 										x   )   )  )  
							( *  								x  								x    )    )   )    )  
				( + 					x  
					(COS 
						( if  
							( < x 1 ) 4 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS (COS (SIN ( * (COS x ) 2 ) ) ) ) ( - (EXP (SIN ( * (COS (EXP (offsetValue SINE4 -1 ) ) ) 0 ) ) ) (offsetValue SINE4 x ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.3644042612575645 ************* Training Generation 1|59************************ 19 May 2017 21:08:02 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|59 populationSize: 10000 Fittest:: 0.3633479720284738 Fittest Node Size:68 Fittest Depth:13 ******************************************** New Fittest RP after training : 0.3633479720284738 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				( if  
					( < 
						(periodMinimum SINE4 
							( -  								2  								3    )  )  
						(SIN 
							(EXP 								5   )   )   )  
					(SIN 
						( %  
							( if  false  								x  								3    )  
							(COS 								1   )    )   )  
					(EXP 
						( %  
							( + 
								(LOG 									1   )  
								( %  									x  									3    )    )  
							( *  								x  								x    )    )   )    )  
				( + 					x  
					(COS 
						( if  
							( < x 1 ) 4 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS (COS (SIN ( * (COS x ) 2 ) ) ) ) ( - (EXP (LOG (SIN (EXP 3 ) ) ) ) (offsetValue SINE4 ( + ( * 4 x ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 x ) ) ) ) ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.3633479720284738 ************* Training Generation 1|60************************ 19 May 2017 21:08:09 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|60 populationSize: 10000 Fittest:: 0.361767159699588 Fittest Node Size:67 Fittest Depth:14 ******************************************** New Fittest RP after training : 0.361767159699588 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				( if  
					( < 
						(periodMinimum SINE4 
							( -  
								(sqrt 
									(periodMinimum SINE4 										5  )  )  								3    )  )  
						(SIN 
							(EXP 
								( -  
									(EXP 										1   )  									1    )   )   )   )  
					(SIN 
						( %  
							( if  false  								x  								3    )  
							(COS 								1   )    )   )  
					(EXP 
						( %  
							(periodMinimum SINE4 
								(EXP 
									(LOG 										x   )   )  )  
							( *  								x  								x    )    )   )    )  
				( + 					x  
					(COS 
						( if  
							( < x 1 ) 4 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS (COS (SIN ( * (COS x ) 2 ) ) ) ) ( - (EXP (SIN ( * (COS (EXP (offsetValue SINE4 -1 ) ) ) 0 ) ) ) (offsetValue SINE4 x ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.361767159699588 ************* Training Generation 1|61************************ 19 May 2017 21:08:16 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|61 populationSize: 10000 Fittest:: 0.3555403759823027 Fittest Node Size:107 Fittest Depth:17 ******************************************** New Fittest RP after training : 0.3555403759823027 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				( if  
					( < 
						(periodMinimum SINE4 
							(SIN 
								(LOG 
									( -  
										( if  true  											x  											x    )  
										( + 											4  											3    )    )   )   )  )  
						(SIN 
							(EXP 								-1   )   )   )  
					(SIN 
						( %  
							( if  false  								x  								3    )  
							(COS 								1   )    )   )  
					(EXP 
						( %  
							(periodMinimum SINE4 
								(EXP 
									(COS 
										( if  
											( if  
												( and true  
													( < (offsetValue SINE4 (COS x ) ) x ) ) ( not true ) ( > 
													(COS 
														( if  
															( not true  )  															3  															1    )   )  													-1   )    )  											3  											1    )   )   )  )  
							( *  								x  								x    )    )   )    )  
				( + 
					( if  
						( < (COS ( - x (periodMinimum SINE4 ( * ( if false 3 ( if ( not true ) 0 -1 ) ) 3 ) ) ) ) -1 ) 0 x ) (SIN (EXP 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS (COS (SIN ( * (COS x ) 2 ) ) ) ) ( - (EXP (SIN 1 ) ) (offsetValue SINE4 ( + (SIN (COS (COS x ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (EXP 1 ) ) ) ) ) ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.3555403759823027 ************* Training Generation 1|62************************ 19 May 2017 21:08:23 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|62 populationSize: 10000 Fittest:: 0.34622928772878186 Fittest Node Size:88 Fittest Depth:17 ******************************************** New Fittest RP after training : 0.34622928772878186 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				( if  
					( < 
						(periodMinimum SINE4 
							( -  								2  								3    )  )  
						(SIN 
							(EXP 
								( -  
									(EXP 										1   )  									1    )   )   )   )  
					(SIN 
						( %  
							( if  false  								x  
								( if  
									( not 
										( and 
											( not 
												( < 													1  
													(PeriodMaximum SINE4 
														(COS 
															(PeriodMaximum SINE4 																-1  )   )  )   )  )  true   )  )  									-1  
									( if  
										( < 											x  
											(COS 
												(SIN 
													(COS 
														(periodMinimum SINE4 															0  )   )   )   )   )  
										(periodMinimum SINE4 											x  )  
										(EXP 											3   )    )    )    )  
							(COS 								1   )    )   )  
					(EXP 
						( %  
							(periodMinimum SINE4 
								(EXP 
									(LOG 										x   )   )  )  
							( *  								x  								x    )    )   )    )  
				( + 					x  
					(COS 
						( if  
							( < x 1 ) 4 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS (COS (SIN ( * (COS x ) -1 ) ) ) ) ( - (EXP (SIN ( * (COS (EXP (offsetValue SINE4 -1 ) ) ) 0 ) ) ) (offsetValue SINE4 x ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.34622928772878186 ************* Training Generation 1|63************************ 19 May 2017 21:08:29 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|63 Exception in thread "AWT-EventQueue-0" java.lang.IllegalArgumentException: Series index out of bounds at org.jfree.data.xy.XYSeriesCollection.getSeries(XYSeriesCollection.java:263) at org.jfree.data.xy.XYSeriesCollection.getSeriesKey(XYSeriesCollection.java:306) at org.jfree.chart.labels.StandardXYSeriesLabelGenerator.createItemArray(StandardXYSeriesLabelGenerator.java:121) at org.jfree.chart.labels.StandardXYSeriesLabelGenerator.generateLabel(StandardXYSeriesLabelGenerator.java:105) at org.jfree.chart.renderer.xy.XYLineAndShapeRenderer.getLegendItem(XYLineAndShapeRenderer.java:1216) at org.jfree.chart.plot.XYPlot.getLegendItems(XYPlot.java:5300) at org.jfree.chart.title.LegendTitle.fetchLegendItems(LegendTitle.java:434) at org.jfree.chart.title.LegendTitle.arrange(LegendTitle.java:531) at org.jfree.chart.JFreeChart.drawTitle(JFreeChart.java:1320) at org.jfree.chart.JFreeChart.draw(JFreeChart.java:1214) at org.jfree.chart.ChartPanel.paintComponent(ChartPanel.java:1628) at javax.swing.JComponent.paint(JComponent.java:1056) at javax.swing.JComponent.paintToOffscreen(JComponent.java:5210) at javax.swing.RepaintManager$PaintManager.paintDoubleBuffered(RepaintManager.java:1579) at javax.swing.RepaintManager$PaintManager.paint(RepaintManager.java:1502) at javax.swing.RepaintManager.paint(RepaintManager.java:1272) at javax.swing.JComponent._paintImmediately(JComponent.java:5158) at javax.swing.JComponent.paintImmediately(JComponent.java:4969) at javax.swing.RepaintManager$4.run(RepaintManager.java:831) at javax.swing.RepaintManager$4.run(RepaintManager.java:814) at java.security.AccessController.doPrivileged(Native Method) at java.security.ProtectionDomain$JavaSecurityAccessImpl.doIntersectionPrivilege(ProtectionDomain.java:76) at javax.swing.RepaintManager.paintDirtyRegions(RepaintManager.java:814) at javax.swing.RepaintManager.paintDirtyRegions(RepaintManager.java:789) at javax.swing.RepaintManager.prePaintDirtyRegions(RepaintManager.java:738) at javax.swing.RepaintManager.access$1200(RepaintManager.java:64) at javax.swing.RepaintManager$ProcessingRunnable.run(RepaintManager.java:1732) at java.awt.event.InvocationEvent.dispatch(InvocationEvent.java:311) at java.awt.EventQueue.dispatchEventImpl(EventQueue.java:756) at java.awt.EventQueue.access$500(EventQueue.java:97) at java.awt.EventQueue$3.run(EventQueue.java:709) at java.awt.EventQueue$3.run(EventQueue.java:703) at java.security.AccessController.doPrivileged(Native Method) at java.security.ProtectionDomain$JavaSecurityAccessImpl.doIntersectionPrivilege(ProtectionDomain.java:76) at java.awt.EventQueue.dispatchEvent(EventQueue.java:726) at java.awt.EventDispatchThread.pumpOneEventForFilters(EventDispatchThread.java:201) at java.awt.EventDispatchThread.pumpEventsForFilter(EventDispatchThread.java:116) at java.awt.EventDispatchThread.pumpEventsForHierarchy(EventDispatchThread.java:105) at java.awt.EventDispatchThread.pumpEvents(EventDispatchThread.java:101) at java.awt.EventDispatchThread.pumpEvents(EventDispatchThread.java:93) at java.awt.EventDispatchThread.run(EventDispatchThread.java:82) populationSize: 10000 Fittest:: 0.34622928772878186 Fittest Node Size:88 Fittest Depth:17 ******************************************** Didn't find better program. fittest = 0.34622928772878186 ************* Training Generation 1|64************************ 19 May 2017 21:08:35 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|64 populationSize: 10000 Fittest:: 0.34622928772878186 Fittest Node Size:88 Fittest Depth:17 ******************************************** Didn't find better program. fittest = 0.34622928772878186 ************* Training Generation 1|65************************ 19 May 2017 21:08:42 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|65 populationSize: 10000 Fittest:: 0.34622928772878186 Fittest Node Size:88 Fittest Depth:17 ******************************************** Didn't find better program. fittest = 0.34622928772878186 ************* Training Generation 1|66************************ 19 May 2017 21:08:48 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|66 populationSize: 10000 Fittest:: 0.34357850401634915 Fittest Node Size:64 Fittest Depth:14 ******************************************** New Fittest RP after training : 0.34357850401634915 Program :main->
( + 
	(SIN 
		(COS 
			( -  
				( if  
					( < 
						(periodMinimum SINE4 
							( -  
								(sqrt 
									(periodMinimum SINE4 										5  )  )  								3    )  )  
						(SIN 
							(EXP 
								( -  
									(EXP 										1   )  									1    )   )   )   )  
					(SIN 
						( %  
							( if  false  								x  								2    )  
							(COS 								1   )    )   )  
					(EXP 
						( %  							0  
							( *  								x  								x    )    )   )    )  
				( + 					x  
					(COS 
						( if  
							( < x 1 ) 4 1 ) ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS (COS (SIN ( * (COS x ) 2 ) ) ) ) ( - (EXP (SIN ( * (COS (EXP (offsetValue SINE4 -1 ) ) ) 0 ) ) ) (offsetValue SINE4 x ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.34357850401634915 ************* Training Generation 1|67************************ 19 May 2017 21:08:55 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|67 populationSize: 10000 Fittest:: 0.34312308453200563 Fittest Node Size:80 Fittest Depth:15 ******************************************** New Fittest RP after training : 0.34312308453200563 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < 
					(periodMinimum SINE4 
						( *  
							(COS 
								(EXP 
									(offsetValue SINE4 										-1  )   )   )  
							(COS 
								(LOG 
									(PeriodMaximum SINE4 
										(sqrt 
											(offsetValue SINE4 												x  )  )  )   )   )    )  )  
					(SIN 
						( -  
							(COS 
								(periodMinimum SINE4 
									(EXP 
										(PeriodMaximum SINE4 
											(EXP 
												(sqrt 
													(periodMinimum SINE4 														5  )  )   )  )   )  )   )  
							( + 
								( if  
									( < 
										(COS 
											( -  												x  
												( if  true  													3  													1    )    )   )  										-1   )  									0  									x    )  
								(SIN 
									(EXP 										1   )   )    )    )   )   )  
				(SIN 
					(SIN 
						( %  
							( if  false  								x  								3    )  
							(COS 								1   )    )   )   )  
				(EXP 
					( %  
						( -  
							(EXP 
								(SIN 
									( *  
										(COS 
											(EXP 
												(offsetValue SINE4 													-1  )   )   )  										0    )   )   )  
							(offsetValue SINE4 								x  )    )  
						( *  							x  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS x ) ) ) populationSize: 10000 New fittest = 0.34312308453200563 ************* Training Generation 1|68************************ 19 May 2017 21:09:01 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|68 populationSize: 10000 Fittest:: 0.333520963054056 Fittest Node Size:86 Fittest Depth:15 ******************************************** New Fittest RP after training : 0.333520963054056 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < 
					(periodMinimum SINE4 
						( *  
							(COS 
								(EXP 
									(offsetValue SINE4 										-1  )   )   )  
							(COS 
								(LOG 
									(PeriodMaximum SINE4 
										(sqrt 
											(offsetValue SINE4 												x  )  )  )   )   )    )  )  
					(SIN 
						( -  
							(COS 
								(periodMinimum SINE4 
									(EXP 
										(PeriodMaximum SINE4 
											(EXP 
												(sqrt 
													(periodMinimum SINE4 														5  )  )   )  )   )  )   )  
							( + 
								( if  
									( < 
										(COS 
											( -  												x  
												( if  true  													3  													1    )    )   )  
										( *  
											( -  
												(offsetValue SINE4 
													(SIN 														x   )  )  
												( %  
													( %  														4  														4    )  
													(sqrt 														x  )    )    )  
											(COS 
												(periodMinimum SINE4 
													(PeriodMaximum SINE4 														-1  )  )   )    )   )  									0  									x    )  
								(SIN 
									(EXP 										1   )   )    )    )   )   )  
				(SIN 
					( %  
						(EXP 							3   )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(EXP 
							(periodMinimum SINE4 
								(EXP 
									(PeriodMaximum SINE4 
										(EXP 											x   )  )   )  )   )  
						( *  							x  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS x ) ) ) populationSize: 10000 New fittest = 0.333520963054056 ************* Training Generation 1|69************************ 19 May 2017 21:09:08 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|69 populationSize: 10000 Fittest:: 0.333520963054056 Fittest Node Size:86 Fittest Depth:15 ******************************************** Didn't find better program. fittest = 0.333520963054056 ************* Training Generation 1|70************************ 19 May 2017 21:09:15 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|70 populationSize: 10000 Fittest:: 0.3291965114242278 Fittest Node Size:114 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.3291965114242278 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < (periodMinimum SINE4 ( - 2 ( % ( - (PeriodMaximum SINE4 ( if true 0 x ) ) ( - 3 (offsetValue SINE4 x ) ) ) ( if ( > 
										(SIN 											1   )  
										(sqrt 											4  )   )  
									(LOG 
										(LOG 											-1   )   )  
									(LOG 
										( if  true  											x  											x    )   )    )    )    )  )  
					(SIN 
						(EXP 
							( -  
								(EXP 									1   )  								1    )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  
							( if  
								( not 
									( and 
										( not 
											( < 												1  
												(PeriodMaximum SINE4 
													(COS 
														(PeriodMaximum SINE4 															-1  )   )  )   )  )  true   )  )  
								(EXP 
									( %  
										(periodMinimum SINE4 
											(EXP 
												(LOG 													x   )   )  )  
										( *  											x  											x    )    )   )  
								( if  
									( < 										x  
										(COS 
											(SIN 
												(COS 
													(periodMinimum SINE4 														0  )   )   )   )   )  
									(periodMinimum SINE4 										x  )  
									(EXP 										3   )    )    )    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(EXP 
								(LOG 									x   )   )  )  
						( *  							x  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS 3 ) ( - (EXP (SIN ( * (COS (EXP (offsetValue SINE4 -1 ) ) ) 0 ) ) ) (offsetValue SINE4 x ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.3291965114242278 ************* Training Generation 1|71************************ 19 May 2017 21:09:23 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|71 populationSize: 10000 Fittest:: 0.3291965114242278 Fittest Node Size:114 Fittest Depth:16 ******************************************** Didn't find better program. fittest = 0.3291965114242278 ************* Training Generation 1|72************************ 19 May 2017 21:09:30 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|72 populationSize: 10000 Fittest:: 0.32693257437730133 Fittest Node Size:115 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.32693257437730133 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < (periodMinimum SINE4 ( - 2 ( % ( - (PeriodMaximum SINE4 ( if true 0 x ) ) ( - 3 (offsetValue SINE4 x ) ) ) ( if ( > 
										(SIN 											1   )  
										(sqrt 											4  )   )  
									(LOG 
										(LOG 											-1   )   )  
									(LOG 
										( if  true  											x  											x    )   )    )    )    )  )  
					(SIN 
						(EXP 
							( -  
								(EXP 									1   )  								1    )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  
							( if  
								( not 
									( and 
										( not 
											( < 												1  
												(PeriodMaximum SINE4 
													(COS 
														(PeriodMaximum SINE4 															-1  )   )  )   )  )  true   )  )  
								(EXP 
									( %  
										(periodMinimum SINE4 
											(EXP 
												(LOG 													x   )   )  )  
										( *  											x  											x    )    )   )  
								( if  
									( < 										x  
										(COS 
											(SIN 
												(COS 
													(periodMinimum SINE4 														0  )   )   )   )   )  
									(periodMinimum SINE4 										x  )  
									(EXP 										3   )    )    )    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(COS 
								(SIN 
									(offsetValue SINE4 										-1  )   )   )  )  
						( *  							x  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS 3 ) ( - (EXP (SIN ( * (COS (EXP (offsetValue SINE4 -1 ) ) ) 0 ) ) ) (offsetValue SINE4 x ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.32693257437730133 ************* Training Generation 1|73************************ 19 May 2017 21:09:37 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|73 populationSize: 10000 Fittest:: 0.32693257437730133 Fittest Node Size:115 Fittest Depth:16 ******************************************** Didn't find better program. fittest = 0.32693257437730133 ************* Training Generation 1|74************************ 19 May 2017 21:09:44 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|74 populationSize: 10000 Fittest:: 0.32693257437730133 Fittest Node Size:106 Fittest Depth:15 ******************************************** New Fittest RP after training : 0.32693257437730133 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < (periodMinimum SINE4 ( - 2 ( % ( - (PeriodMaximum SINE4 ( if true 0 x ) ) ( - 3 (offsetValue SINE4 x ) ) ) ( if ( > 
										(SIN 											1   )  
										(sqrt 											4  )   )  
									(LOG 
										(LOG 											-1   )   )  
									(LOG 
										( if  true  											x  											x    )   )    )    )    )  )  
					(SIN 
						(EXP 
							( -  
								(EXP 									1   )  								1    )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  
							( if  false  
								(EXP 
									( %  
										(periodMinimum SINE4 
											(EXP 
												(LOG 													x   )   )  )  
										( *  											x  											x    )    )   )  
								( if  
									( < 										x  
										(COS 
											(SIN 
												(COS 
													(periodMinimum SINE4 														0  )   )   )   )   )  
									(periodMinimum SINE4 										x  )  
									(EXP 										3   )    )    )    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(COS 
								(SIN 
									(offsetValue SINE4 										-1  )   )   )  )  
						( *  							x  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS 3 ) ( - (EXP (SIN ( * (COS (EXP (offsetValue SINE4 -1 ) ) ) 0 ) ) ) (offsetValue SINE4 x ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.32693257437730133 ************* Training Generation 1|75************************ 19 May 2017 21:09:52 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|75 populationSize: 10000 Fittest:: 0.3260494953985092 Fittest Node Size:84 Fittest Depth:14 ******************************************** New Fittest RP after training : 0.3260494953985092 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < (periodMinimum SINE4 ( - 2 ( % ( - (PeriodMaximum SINE4 ( if true 0 x ) ) ( - 3 (offsetValue SINE4 x ) ) ) ( if ( > 
										(SIN 											1   )  
										(sqrt 											4  )   )  
									(LOG 
										(LOG 											-1   )   )  
									(LOG 
										( if  true  											x  											x    )   )    )    )    )  )  
					(SIN 
						(EXP 
							( -  
								(EXP 									1   )  								1    )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  							2    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(COS 
								(SIN 
									(offsetValue SINE4 										-1  )   )   )  )  
						( *  							x  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS 3 ) ( - (EXP (SIN ( * (COS (EXP (offsetValue SINE4 -1 ) ) ) 0 ) ) ) (offsetValue SINE4 x ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.3260494953985092 ************* Training Generation 1|76************************ 19 May 2017 21:09:59 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|76 populationSize: 10000 Fittest:: 0.3260494953985092 Fittest Node Size:84 Fittest Depth:14 ******************************************** Didn't find better program. fittest = 0.3260494953985092 ************* Training Generation 1|77************************ 19 May 2017 21:10:06 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|77 populationSize: 10000 Fittest:: 0.32592609364946884 Fittest Node Size:92 Fittest Depth:14 ******************************************** New Fittest RP after training : 0.32592609364946884 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < (periodMinimum SINE4 ( - 2 ( % ( - (PeriodMaximum SINE4 ( if true 0 x ) ) ( - 3 (offsetValue SINE4 x ) ) ) ( if ( > 
										(SIN 											1   )  
										(sqrt 											4  )   )  
									(LOG 
										(LOG 											-1   )   )  
									(LOG 
										( if  true  											x  											x    )   )    )    )    )  )  
					(SIN 
						(EXP 
							( -  
								(EXP 									1   )  								1    )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  							2    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(COS 
								(SIN 
									(offsetValue SINE4 										-1  )   )   )  )  
						( *  
							( + 								x  
								(COS 
									( if  
										( < 											x  											1   )  										4  										1    )   )    )  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS 3 ) ( - (EXP (SIN ( * (COS (EXP (offsetValue SINE4 -1 ) ) ) 0 ) ) ) (offsetValue SINE4 x ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.32592609364946884 ************* Training Generation 1|78************************ 19 May 2017 21:10:13 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|78 populationSize: 10000 Fittest:: 0.3243087140000206 Fittest Node Size:121 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.3243087140000206 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < (periodMinimum SINE4 ( - 2 ( % ( - (PeriodMaximum SINE4 ( if ( > 
												( if  
													( not 
														( > 															0  															-1   )  )  
													(offsetValue SINE4 
														(EXP 															x   )  )  
													( *  
														(COS 															0   )  
														( + 															x  															x    )    )    )  
												(SIN 
													( -  
														(periodMinimum SINE4 															x  )  
														(sqrt 															x  )    )   )   )  											0  											x    )  )  
									( -  										3  
										(offsetValue SINE4 											x  )    )    )  
								(offsetValue SINE4 									-1  )    )    )  )  
					(SIN 
						(EXP 
							( -  
								(EXP 									1   )  								1    )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  
							( if  
								( not 
									( and 
										( not 
											( < 												1  
												(PeriodMaximum SINE4 
													(COS 
														(PeriodMaximum SINE4 															-1  )   )  )   )  )  true   )  )  
								(EXP 
									( %  
										(periodMinimum SINE4 
											(EXP 
												(LOG 													x   )   )  )  
										( *  											x  											x    )    )   )  
								( if  
									( < 										x  
										(COS 
											(SIN 
												(COS 
													(periodMinimum SINE4 														0  )   )   )   )   )  
									(periodMinimum SINE4 										x  )  
									(EXP 										3   )    )    )    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(COS 
								(SIN 
									(offsetValue SINE4 										-1  )   )   )  )  
						( *  							x  							3    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS 3 ) ( - (EXP (SIN (COS (EXP (offsetValue SINE4 -1 ) ) ) ) ) (offsetValue SINE4 x ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.3243087140000206 ************* Training Generation 1|79************************ 19 May 2017 21:10:20 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|79 populationSize: 10000 Fittest:: 0.32268432969032473 Fittest Node Size:119 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.32268432969032473 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < (periodMinimum SINE4 ( - 2 ( % ( - (PeriodMaximum SINE4 ( if true 0 x ) ) ( - 3 (offsetValue SINE4 x ) ) ) ( if ( > 
										(SIN 											1   )  
										(sqrt 
											(COS 
												(periodMinimum SINE4 													x  )   )  )   )  
									(LOG 
										(LOG 											-1   )   )  
									(LOG 
										( if  true  											x  											x    )   )    )    )    )  )  
					(SIN 
						(EXP 
							( -  
								(EXP 									1   )  								1    )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  
							( if  
								( not 
									( and 
										( not 
											( < 												1  
												(PeriodMaximum SINE4 
													(COS 
														(PeriodMaximum SINE4 															-1  )   )  )   )  )  true   )  )  
								(SIN 
									( %  										x  
										(EXP 
											(SIN 
												(PeriodMaximum SINE4 													-1  )   )   )    )   )  
								( if  
									( < 										x  
										(COS 
											(SIN 
												(COS 
													(periodMinimum SINE4 														0  )   )   )   )   )  
									( *  										0  										4    )  
									(EXP 										3   )    )    )    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(COS 
								(SIN 
									(offsetValue SINE4 										-1  )   )   )  )  
						( *  							x  
							( if  false  								x  								2    )    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS 3 ) ( - (EXP (SIN ( * (COS (EXP (offsetValue SINE4 -1 ) ) ) 0 ) ) ) (offsetValue SINE4 x ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.32268432969032473 ************* Training Generation 1|80************************ 19 May 2017 21:10:27 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|80 populationSize: 10000 Fittest:: 0.32268432969032473 Fittest Node Size:104 Fittest Depth:15 ******************************************** New Fittest RP after training : 0.32268432969032473 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < (periodMinimum SINE4 ( - 2 ( % ( - (PeriodMaximum SINE4 ( if true 0 x ) ) ( - 3 (offsetValue SINE4 x ) ) ) ( if ( > 
										(SIN 											1   )  
										(sqrt 											4  )   )  
									(LOG 
										(LOG 											-1   )   )  
									(LOG 
										( if  true  											x  											x    )   )    )    )    )  )  
					(SIN 
						(EXP 
							( -  
								(EXP 									1   )  								1    )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  
							( if  false  
								(EXP 
									( %  
										(periodMinimum SINE4 
											(EXP 
												(LOG 													3   )   )  )  
										( *  											x  											x    )    )   )  
								( if  
									( < 										x  
										(COS 
											(SIN 
												(COS 
													(periodMinimum SINE4 														0  )   )   )   )   )  
									(periodMinimum SINE4 										x  )  
									(EXP 										3   )    )    )    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(COS 
								(SIN 
									(offsetValue SINE4 										-1  )   )   )  )  
						( *  							x  							2    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS 3 ) ( - (EXP (SIN ( * (offsetValue SINE4 -1 ) 0 ) ) ) (offsetValue SINE4 x ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.32268432969032473 ************* Training Generation 1|81************************ 19 May 2017 21:10:35 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|81 populationSize: 10000 Fittest:: 0.3226115765896598 Fittest Node Size:100 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.3226115765896598 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < 
					(periodMinimum SINE4 
						( -  							2  
							(EXP 								1   )    )  )  
					(SIN 
						(EXP 
							( -  
								(periodMinimum SINE4 									5  )  								1    )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  
							( if  
								( not 
									( < 
										(periodMinimum SINE4 
											(SIN 
												(LOG 
													( -  
														( if  false  															x  															x    )  
														( + 															4  															3    )    )   )   )  )  
										(SIN 
											(EXP 												5   )   )   )  )  
								(EXP 
									( %  
										(periodMinimum SINE4 
											(EXP 
												(LOG 													x   )   )  )  
										( *  											x  
											(COS 
												( if  
													( < 														x  														1   )  													4  													1    )   )    )    )   )  
								( if  
									( < 										x  										3   )  
									(periodMinimum SINE4 										x  )  
									(EXP 										3   )    )    )    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(COS 
								(SIN 
									(offsetValue SINE4 										-1  )   )   )  )  
						( *  							2  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS 3 ) ( - (EXP (SIN ( * (COS (EXP (offsetValue SINE4 -1 ) ) ) 0 ) ) ) (offsetValue SINE4 x ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.3226115765896598 ************* Training Generation 1|82************************ 19 May 2017 21:10:42 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|82 populationSize: 10000 Fittest:: 0.32197035050900047 Fittest Node Size:72 Fittest Depth:15 ******************************************** New Fittest RP after training : 0.32197035050900047 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < 
					(periodMinimum SINE4 
						( -  							2  							2    )  )  
					(SIN 
						( %  
							( if  false  								x  								3    )  
							(COS 								1   )    )   )   )  
				(SIN 
					( %  
						( if  false  
							(EXP 
								(SIN 
									( *  										-1  										0    )   )   )  							2    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(EXP 
							( -  
								( if  
									( < 
										(periodMinimum SINE4 
											( -  												2  												3    )  )  										x   )  
									(SIN 
										( *  
											( -  												0  												x    )  											-1    )   )  
									(EXP 
										( %  											1  
											( *  
												(PeriodMaximum SINE4 
													(periodMinimum SINE4 														x  )  )  												-1    )    )   )    )  
								( %  									2  
									( *  										x  										x    )    )    )   )  						x    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS x ) ) ) populationSize: 10000 New fittest = 0.32197035050900047 ************* Training Generation 1|83************************ 19 May 2017 21:10:49 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|83 populationSize: 10000 Fittest:: 0.32162705885593573 Fittest Node Size:73 Fittest Depth:15 ******************************************** New Fittest RP after training : 0.32162705885593573 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < 
					(periodMinimum SINE4 
						( -  							2  							2    )  )  
					(SIN 
						( %  
							( if  false  								x  								3    )  
							(COS 								1   )    )   )   )  
				(SIN 
					( %  
						( if  false  
							(EXP 
								(SIN 
									( *  										-1  										0    )   )   )  							2    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(EXP 
							( -  
								( if  
									( < 
										(periodMinimum SINE4 
											( -  												2  												3    )  )  										x   )  
									(SIN 
										( *  
											(SIN 
												( + 													x  													3    )   )  											-1    )   )  
									(EXP 
										( %  											1  
											( *  
												(PeriodMaximum SINE4 
													(periodMinimum SINE4 														x  )  )  												-1    )    )   )    )  
								( %  									2  
									( *  										x  										x    )    )    )   )  						x    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS x ) ) ) populationSize: 10000 New fittest = 0.32162705885593573 ************* Training Generation 1|84************************ 19 May 2017 21:10:55 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|84 populationSize: 10000 Fittest:: 0.3197477193228356 Fittest Node Size:138 Fittest Depth:17 ******************************************** New Fittest RP after training : 0.3197477193228356 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < (periodMinimum SINE4 ( - 2 ( % ( - (PeriodMaximum SINE4 ( if true 0 x ) ) ( - 3 (offsetValue SINE4 x ) ) ) ( if ( > 
										(SIN 											1   )  
										(sqrt 											4  )   )  
									(LOG 
										(LOG 											-1   )   )  
									(LOG 
										( if  true  											x  											x    )   )    )    )    )  )  
					(SIN 
						(EXP 
							( -  
								(COS 									1   )  
								(SIN 
									( %  
										( if  false  											x  											3    )  
										(COS 											1   )    )   )    )   )   )   )  
				(SIN 
					( %  
						( if  false  
							(COS 
								( if  
									( < 										x  										1   )  									4  									1    )   )  
							( if  
								( not 
									( and 
										( not 
											( < 												1  
												(PeriodMaximum SINE4 
													(COS 
														(PeriodMaximum SINE4 															-1  )   )  )   )  )  true   )  )  
								(EXP 
									( %  
										( %  											2  
											(COS 												1   )    )  
										( *  											x  											x    )    )   )  
								( if  
									( < 										x  
										(COS 
											(SIN 
												(COS 
													(periodMinimum SINE4 
														(PeriodMaximum SINE4 
															(EXP 																x   )  )  )   )   )   )   )  
									(EXP 
										(offsetValue SINE4 											-1  )   )  
									(EXP 										3   )    )    )    )  
						(COS 							1   )    )   )  
				(EXP 
					(SIN 
						( *  
							( %  
								(SIN 									x   )  
								( if  true  
									(EXP 
										(LOG 											x   )   )  									x    )    )  
							(PeriodMaximum SINE4 
								( -  									x  									5    )  )    )   )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * ( * x x ) ( - (EXP (SIN ( * (COS (EXP (offsetValue SINE4 -1 ) ) ) 0 ) ) ) (offsetValue SINE4 x ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.3197477193228356 ************* Training Generation 1|85************************ 19 May 2017 21:11:02 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|85 populationSize: 10000 Fittest:: 0.3197477193228356 Fittest Node Size:138 Fittest Depth:17 ******************************************** Didn't find better program. fittest = 0.3197477193228356 ************* Training Generation 1|86************************ 19 May 2017 21:11:08 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|86 populationSize: 10000 Fittest:: 0.3177169147493419 Fittest Node Size:105 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.3177169147493419 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < 
					(periodMinimum SINE4 
						( -  							2  							1    )  )  
					(SIN 
						(EXP 
							( -  
								(EXP 									1   )  								1    )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  
							( if  
								( not 
									( and 
										( not 
											( < 												1  
												(PeriodMaximum SINE4 
													(COS 
														(PeriodMaximum SINE4 															-1  )   )  )   )  )  true   )  )  
								(EXP 
									( %  
										(COS 											x   )  
										( *  											x  											x    )    )   )  
								( if  
									( < 										x  
										(COS 
											(SIN 
												(COS 													x   )   )   )   )  
									(periodMinimum SINE4 										x  )  
									(EXP 										3   )    )    )    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						( if  
							( < 
								(COS 
									( -  										x  
										( if  true  											3  											1    )    )   )  
								( *  
									( -  
										( if  false  
											( + 												x  
												(COS 
													( if  
														( < 															x  															1   )  														4  														1    )   )    )  											-1    )  
										( %  
											( %  												4  												4    )  
											(sqrt 												x  )    )    )  
									(LOG 
										( if  true  											1  											x    )   )    )   )  							0  							x    )  
						( *  
							(PeriodMaximum SINE4 								-1  )  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS x ) ) ) populationSize: 10000 New fittest = 0.3177169147493419 ************* Training Generation 1|87************************ 19 May 2017 21:11:15 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|87 populationSize: 10000 Fittest:: 0.3177169147493419 Fittest Node Size:105 Fittest Depth:16 ******************************************** Didn't find better program. fittest = 0.3177169147493419 ************* Training Generation 1|88************************ 19 May 2017 21:11:23 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|88 populationSize: 10000 Fittest:: 0.3177169147493419 Fittest Node Size:103 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.3177169147493419 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < 
					(periodMinimum SINE4 
						( -  							2  							1    )  )  
					(SIN 
						(EXP 
							( -  
								(EXP 									1   )  								1    )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  
							( if  
								( not 
									( and 
										( not 
											( < 												1  
												(PeriodMaximum SINE4 
													(COS 
														(PeriodMaximum SINE4 															-1  )   )  )   )  )  true   )  )  
								(EXP 
									( %  
										(COS 											x   )  
										( *  											x  											x    )    )   )  
								( if  
									( < 										x  
										(COS 
											(SIN 
												(COS 													x   )   )   )   )  
									(periodMinimum SINE4 										x  )  
									(EXP 										3   )    )    )    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						( if  
							( < 
								(COS 
									( -  										x  
										( if  true  											3  											1    )    )   )  
								( *  
									( -  
										( if  false  
											( + 												x  
												(COS 
													( if  false  														4  														1    )   )    )  											x    )  
										( %  
											( %  												4  												4    )  
											(sqrt 												x  )    )    )  
									(LOG 
										( if  true  											1  											x    )   )    )   )  							0  							x    )  
						( *  
							(PeriodMaximum SINE4 								-1  )  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS x ) ) ) populationSize: 10000 New fittest = 0.3177169147493419 ************* Training Generation 1|89************************ 19 May 2017 21:11:29 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|89 populationSize: 10000 Fittest:: 0.3172508218314775 Fittest Node Size:104 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.3172508218314775 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < 
					(periodMinimum SINE4 
						( if  
							( not 
								( and 
									( not 
										( < 											1  
											(PeriodMaximum SINE4 
												(COS 
													(PeriodMaximum SINE4 														-1  )   )  )   )  )  true   )  )  							0  
							( if  
								( < 									x  
									(COS 
										(SIN 
											(COS 
												(periodMinimum SINE4 													0  )   )   )   )   )  
								(periodMinimum SINE4 									x  )  
								(EXP 									3   )    )    )  )  
					(offsetValue SINE4 
						(PeriodMaximum SINE4 							x  )  )   )  
				(SIN 
					( %  
						( if  false  							x  
							( if  
								( not 
									( and 
										( not 
											( < 												1  
												(PeriodMaximum SINE4 
													(COS 
														(PeriodMaximum SINE4 															-1  )   )  )   )  )  true   )  )  
								(EXP 
									( %  
										(periodMinimum SINE4 
											(EXP 
												(offsetValue SINE4 													x  )   )  )  
										( *  											x  											x    )    )   )  
								( if  
									( < 										x  
										(COS 
											(SIN 
												(COS 													x   )   )   )   )  
									(periodMinimum SINE4 										x  )  
									(EXP 										3   )    )    )    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(COS 
								(LOG 
									(PeriodMaximum SINE4 
										(sqrt 
											(offsetValue SINE4 												x  )  )  )   )   )  )  
						( *  
							(sqrt 								4  )  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * (COS 3 ) ( - 2 (offsetValue SINE4 x ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.3172508218314775 ************* Training Generation 1|90************************ 19 May 2017 21:11:36 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|90 populationSize: 10000 Fittest:: 0.3172508218314775 Fittest Node Size:104 Fittest Depth:16 ******************************************** Didn't find better program. fittest = 0.3172508218314775 ************* Training Generation 1|91************************ 19 May 2017 21:11:42 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|91 populationSize: 10000 Fittest:: 0.31459609925864107 Fittest Node Size:155 Fittest Depth:17 ******************************************** New Fittest RP after training : 0.31459609925864107 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < (periodMinimum SINE4 ( - 2 ( % ( - (PeriodMaximum SINE4 ( if true 0 x ) ) ( - 3 (offsetValue SINE4 x ) ) ) ( if ( > 
										(SIN 
											(SIN 
												(EXP 
													( -  
														(EXP 															1   )  														1    )   )   )   )  
										(sqrt 											4  )   )  
									(LOG 
										(LOG 											-1   )   )  
									(LOG 
										( if  true  											x  											x    )   )    )    )    )  )  
					(SIN 
						(EXP 
							( -  
								(COS 									1   )  
								(SIN 
									( %  
										( if  false  											x  											3    )  
										(COS 											1   )    )   )    )   )   )   )  
				(SIN 
					( %  
						( if  false  
							(COS 
								( if  
									( < 										x  
										(SIN 											1   )   )  									4  									1    )   )  
							( if  
								( not 
									( and 
										( not 
											( < 												1  
												(PeriodMaximum SINE4 
													(COS 
														(PeriodMaximum SINE4 															-1  )   )  )   )  )  true   )  )  
								(EXP 
									( %  
										( %  											2  
											(COS 												1   )    )  
										( *  											x  											x    )    )   )  
								( if  
									( < 										x  
										(COS 
											(SIN 
												(COS 
													(periodMinimum SINE4 
														(PeriodMaximum SINE4 
															(EXP 																x   )  )  )   )   )   )   )  
									(EXP 
										(offsetValue SINE4 											-1  )   )  
									(EXP 										3   )    )    )    )  
						(COS 							1   )    )   )  
				(EXP 
					(SIN 
						( *  
							( %  
								(SIN 
									(SIN 
										( *  
											(SIN 
												( + 													x  													3    )   )  											-1    )   )   )  
								( if  true  
									(EXP 
										(LOG 											x   )   )  									x    )    )  
							(PeriodMaximum SINE4 
								( -  									x  									5    )  )    )   )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 1 ) ) ) ) ) (PeriodMaximum SINE4 (COS (PeriodMaximum SINE4 (SIN ( * ( * x x ) ( - (EXP (SIN ( * ( + (LOG ( * 0 x ) ) (sqrt (sqrt 1 ) ) ) (EXP 1 ) ) ) ) (offsetValue SINE4 x ) ) ) ) ) ) ) ) populationSize: 10000 New fittest = 0.31459609925864107 ************* Training Generation 1|92************************ 19 May 2017 21:11:49 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|92 populationSize: 10000 Fittest:: 0.31449095600314686 Fittest Node Size:149 Fittest Depth:17 ******************************************** New Fittest RP after training : 0.31449095600314686 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < 
					(periodMinimum SINE4 
						(COS 
							( -  								x  
								( if  
									( < 										1  
										(PeriodMaximum SINE4 
											(COS 
												(PeriodMaximum SINE4 													-1  )   )  )   )  									3  									1    )    )   )  )  
					(SIN 
						(COS 
							(EXP 								4   )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  							2    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(COS 
								(SIN 
									(offsetValue SINE4 
										(PeriodMaximum SINE4 
											(COS 
												(PeriodMaximum SINE4 													-1  )   )  )  )   )   )  )  
						( *  
							( + 
								( -  
									(EXP 										1   )  									1    )  
								(COS 
									( if  
										( < 											x  											1   )  										4  										1    )   )    )  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < 							x  							1   )  						4  
						(EXP 
							(SIN 
								( *  
									( %  
										(SIN 											x   )  
										( if  true  											x  											x    )    )  
									(PeriodMaximum SINE4 
										( -  											x  											x    )  )    )   )   )    )   )    )    )   )  
	(PeriodMaximum SINE4 
		(COS 
			(PeriodMaximum SINE4 
				( if  
					( < 
						(periodMinimum SINE4 
							( -  								2  
								( %  
									( -  
										(PeriodMaximum SINE4 
											( if  true  												0  												x    )  )  
										( -  											3  
											(offsetValue SINE4 												x  )    )    )  
									( if  
										( < 											x  											x   )  
										(EXP 
											(LOG 												x   )   )  
										(LOG 
											( if  true  												x  												x    )   )    )    )    )  )  
						(SIN 							4   )   )  
					(SIN 
						( %  
							( if  false  								x  
								( if  
									( not 
										( and 
											( not 
												( < 													1  
													(PeriodMaximum SINE4 
														(COS 
															(PeriodMaximum SINE4 																-1  )   )  )   )  )  true   )  )  
									(EXP 
										( %  
											(COS 												x   )  
											( *  												x  												x    )    )   )  
									( if  
										( < x (COS (SIN (COS x ) ) ) ) (periodMinimum SINE4 x ) (EXP 3 ) ) ) ) (COS (LOG -1 ) ) ) ) ( + x 3 ) ) ) ) ) ) populationSize: 10000 New fittest = 0.31449095600314686 ************* Training Generation 1|93************************ 19 May 2017 21:11:57 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|93 populationSize: 10000 Fittest:: 0.31233021833556224 Fittest Node Size:147 Fittest Depth:17 ******************************************** New Fittest RP after training : 0.31233021833556224 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < 
					(periodMinimum SINE4 
						(COS 
							( -  								x  
								( if  
									( < 										1  
										(PeriodMaximum SINE4 
											(COS 
												(PeriodMaximum SINE4 													-1  )   )  )   )  									3  									1    )    )   )  )  
					(SIN 
						(COS 
							(EXP 								4   )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  							2    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(COS 
								(SIN 
									(offsetValue SINE4 
										(PeriodMaximum SINE4 
											(COS 
												(PeriodMaximum SINE4 													-1  )   )  )  )   )   )  )  
						( *  
							( + 
								(LOG 									x   )  
								(COS 
									( if  
										( < 											x  											1   )  										4  										1    )   )    )  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < 							x  							1   )  						4  
						(EXP 
							(SIN 
								( *  
									( %  
										(SIN 											x   )  
										( if  true  											x  											x    )    )  
									(PeriodMaximum SINE4 
										( -  											x  											x    )  )    )   )   )    )   )    )    )   )  
	(PeriodMaximum SINE4 
		(COS 
			(PeriodMaximum SINE4 
				( if  
					( < 
						(periodMinimum SINE4 
							( -  								2  
								( %  
									( -  
										(PeriodMaximum SINE4 
											( if  true  												0  												x    )  )  
										( -  											3  
											(offsetValue SINE4 												x  )    )    )  
									( if  
										( < 											x  											x   )  
										(EXP 
											(LOG 												x   )   )  
										(LOG 
											( if  true  												x  												x    )   )    )    )    )  )  
						(SIN 							4   )   )  
					(SIN 
						( %  
							( if  false  								x  
								( if  
									( not 
										( and 
											( not 
												( < 													1  
													(PeriodMaximum SINE4 
														(COS 
															(PeriodMaximum SINE4 																-1  )   )  )   )  )  true   )  )  
									(EXP 
										( %  
											(COS 												x   )  
											( *  												x  												x    )    )   )  
									( if  
										( < x (COS (SIN (COS x ) ) ) ) (periodMinimum SINE4 x ) (EXP 3 ) ) ) ) (COS (LOG -1 ) ) ) ) ( + x 3 ) ) ) ) ) ) populationSize: 10000 New fittest = 0.31233021833556224 ************* Training Generation 1|94************************ 19 May 2017 21:12:04 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|94 populationSize: 10000 Fittest:: 0.31233021833556224 Fittest Node Size:112 Fittest Depth:14 ******************************************** New Fittest RP after training : 0.31233021833556224 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < 
					(periodMinimum SINE4 
						(COS 
							( -  								x  
								( if  
									( < 										1  
										(PeriodMaximum SINE4 
											(COS 
												(PeriodMaximum SINE4 													-1  )   )  )   )  									3  									1    )    )   )  )  
					(SIN 
						(COS 
							(EXP 								4   )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  							2    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(COS 
								(SIN 
									(offsetValue SINE4 
										(PeriodMaximum SINE4 
											(COS 
												(PeriodMaximum SINE4 													-1  )   )  )  )   )   )  )  
						( *  
							( + 
								(LOG 									x   )  
								(COS 
									( if  
										( < 											x  											1   )  										4  										1    )   )    )  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < 							x  							1   )  						4  
						(EXP 
							(SIN 
								( *  
									( %  
										(SIN 											x   )  
										( if  true  											x  											x    )    )  
									(PeriodMaximum SINE4 
										( -  											x  											x    )  )    )   )   )    )   )    )    )   )  
	(PeriodMaximum SINE4 
		(COS 
			(PeriodMaximum SINE4 
				( if  
					( < 
						(periodMinimum SINE4 
							( -  								2  
								( %  
									( -  
										(PeriodMaximum SINE4 
											( if  true  												0  												x    )  )  
										( -  											3  
											(offsetValue SINE4 												x  )    )    )  
									( if  
										( < x x ) (EXP (LOG x ) ) (LOG ( if true x x ) ) ) ) ) ) (SIN 4 ) ) (SIN 2 ) ( + x 3 ) ) ) ) ) ) populationSize: 10000 New fittest = 0.31233021833556224 ************* Training Generation 1|95************************ 19 May 2017 21:12:12 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|95 populationSize: 10000 Fittest:: 0.31233021833556224 Fittest Node Size:76 Fittest Depth:14 ******************************************** New Fittest RP after training : 0.31233021833556224 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < 
					(periodMinimum SINE4 
						(COS 
							( -  								x  
								( if  
									( < 										1  
										(PeriodMaximum SINE4 
											(COS 
												(PeriodMaximum SINE4 													-1  )   )  )   )  									3  									1    )    )   )  )  
					(SIN 
						(COS 
							(EXP 								4   )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  							2    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(COS 
								(SIN 
									(offsetValue SINE4 
										(PeriodMaximum SINE4 
											(COS 
												(PeriodMaximum SINE4 													-1  )   )  )  )   )   )  )  
						( *  
							( + 
								(LOG 									x   )  
								(COS 
									( if  
										( < 											x  											1   )  										4  										1    )   )    )  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < x 1 ) 4 (EXP (SIN ( * ( % (SIN x ) ( if true x x ) ) (PeriodMaximum SINE4 ( - x x ) ) ) ) ) ) ) ) ) ) (offsetValue SINE4 -1 ) ) populationSize: 10000 New fittest = 0.31233021833556224 ************* Training Generation 1|96************************ 19 May 2017 21:12:20 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|96 populationSize: 10000 Fittest:: 0.31060616166264915 Fittest Node Size:112 Fittest Depth:16 ******************************************** New Fittest RP after training : 0.31060616166264915 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < 
					(periodMinimum SINE4 
						(COS 
							( -  								x  
								( if  
									( < 										1  
										(PeriodMaximum SINE4 
											(COS 
												(PeriodMaximum SINE4 													-1  )   )  )   )  									3  									1    )    )   )  )  
					(SIN 
						(COS 
							(EXP 								4   )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  							2    )  
						(COS 							1   )    )   )  
				(EXP 
					( *  
						( + 
							(LOG 
								( *  									0  									x    )   )  							-1    )  
						(EXP 
							(LOG 
								( *  									x  									x    )   )   )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < 							x  							1   )  						4  
						(EXP 
							(SIN 
								( *  
									( %  
										(SIN 											x   )  
										( if  true  											x  											x    )    )  
									(PeriodMaximum SINE4 
										( -  											x  											x    )  )    )   )   )    )   )    )    )   )  
	(PeriodMaximum SINE4 
		(COS 
			(PeriodMaximum SINE4 
				( if  
					( < 
						(periodMinimum SINE4 
							( -  								2  
								( %  
									(SIN 
										( *  
											( %  
												(SIN 													x   )  
												( if  true  
													(EXP 
														(LOG 															x   )   )  													x    )    )  
											(PeriodMaximum SINE4 
												( -  													x  													5    )  )    )   )  
									( if  
										( < x x ) (EXP (LOG x ) ) (LOG ( if true x x ) ) ) ) ) ) (SIN 4 ) ) (SIN ( % 0 (COS (LOG -1 ) ) ) ) ( + x 3 ) ) ) ) ) ) populationSize: 10000 New fittest = 0.31060616166264915 ************* Training Generation 1|97************************ 19 May 2017 21:12:28 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|97 populationSize: 10000 Fittest:: 0.3104454932500239 Fittest Node Size:108 Fittest Depth:14 ******************************************** New Fittest RP after training : 0.3104454932500239 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < 
					(periodMinimum SINE4 
						(COS 							x   )  )  
					(SIN 
						(COS 
							(EXP 								4   )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  							2    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(COS 
								(SIN 
									(offsetValue SINE4 
										(PeriodMaximum SINE4 
											(COS 
												(PeriodMaximum SINE4 													-1  )   )  )  )   )   )  )  
						( *  
							( + 
								(EXP 									3   )  
								(COS 
									( if  
										( < 											x  											1   )  										4  										1    )   )    )  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < 							x  							1   )  						4  
						(EXP 
							(SIN 
								( *  
									( %  
										(SIN 											x   )  
										( if  true  											x  											x    )    )  
									(PeriodMaximum SINE4 
										( -  											x  											x    )  )    )   )   )    )   )    )    )   )  
	(PeriodMaximum SINE4 
		(COS 
			(PeriodMaximum SINE4 
				( if  
					( < 
						(periodMinimum SINE4 
							( -  								2  
								( %  
									( -  
										(PeriodMaximum SINE4 
											( if  true  												0  												x    )  )  
										( -  											3  
											(offsetValue SINE4 												x  )    )    )  
									( if  
										( < x x ) (EXP (LOG x ) ) (LOG ( if true x x ) ) ) ) ) ) ( % ( % (COS (PeriodMaximum SINE4 -1 ) ) 4 ) (periodMinimum SINE4 0 ) ) ) (SIN 2 ) ( + x 3 ) ) ) ) ) ) populationSize: 10000 New fittest = 0.3104454932500239 ************* Training Generation 1|98************************ 19 May 2017 21:12:36 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|98 populationSize: 10000 Fittest:: 0.31005689778736917 Fittest Node Size:210 Fittest Depth:17 ******************************************** New Fittest RP after training : 0.31005689778736917 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < 
					(periodMinimum SINE4 
						(COS 
							( -  								x  
								( if  
									( < 										1  
										(PeriodMaximum SINE4 
											(COS 
												(PeriodMaximum SINE4 													-1  )   )  )   )  									3  									1    )    )   )  )  
					(SIN 
						(COS 
							(EXP 								4   )   )   )   )  
				(SIN 
					( %  
						( if  false  
							( if  
								( not 
									( and 
										( not 
											( < 												1  
												(PeriodMaximum SINE4 
													(COS 
														(PeriodMaximum SINE4 															-1  )   )  )   )  )  true   )  )  
								(EXP 									x   )  
								( if  
									( < 										x  
										(COS 
											(SIN 
												(COS 													x   )   )   )   )  
									(periodMinimum SINE4 										x  )  
									(EXP 										3   )    )    )  							2    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(COS 
								(SIN 
									(offsetValue SINE4 
										(PeriodMaximum SINE4 
											(COS 
												(PeriodMaximum SINE4 													-1  )   )  )  )   )   )  )  
						( *  
							( + 
								( -  
									(EXP 										1   )  									x    )  
								(COS 
									( if  
										( < 											x  											1   )  										4  										1    )   )    )  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < 							x  							1   )  						4  
						(EXP 
							(SIN 
								( *  
									( %  
										(SIN 											x   )  
										( if  true  											x  											x    )    )  
									(PeriodMaximum SINE4 
										( -  											x  											x    )  )    )   )   )    )   )    )    )   )  
	(PeriodMaximum SINE4 
		(COS 
			(PeriodMaximum SINE4 
				( if  
					( < (periodMinimum SINE4 ( - 2 ( % ( - (PeriodMaximum SINE4 ( if true 0 x ) ) ( - 3 (offsetValue SINE4 x ) ) ) ( if ( if ( > 
												(sqrt 
													( if  true  														1  														x    )  )  
												(PeriodMaximum SINE4 
													(PeriodMaximum SINE4 														x  )  )   )  
											( > 
												(COS 
													( if  true  														2  														5    )   )  
												(sqrt 
													( if  false  														3  														x    )  )   )  
											( and 
												( not 
													( > 														2  														x   )  )  
												( if  
													( > 														-1  														x   )  
													( > 														x  														2   )  
													( < 														x  														x   )    )   )    )  
										(EXP 
											(LOG 												x   )   )  
										(LOG 
											( if  true  												x  
												( %  
													( if  false  														x  														3    )  
													(COS 														1   )    )    )   )    )    )    )  )  
						(SIN 							4   )   )  
					(SIN 
						( %  
							( if  false  								x  
								( if  
									( not 
										( and 
											( not 
												( < 													1  
													(PeriodMaximum SINE4 
														(COS 
															(PeriodMaximum SINE4 																-1  )   )  )   )  )  true   )  )  
									(EXP 
										( %  											x  
											( *  												x  												x    )    )   )  
									( if  
										( < x (COS (SIN (COS x ) ) ) ) (periodMinimum SINE4 x ) (EXP 3 ) ) ) ) (COS (LOG -1 ) ) ) ) ( + x 3 ) ) ) ) ) ) populationSize: 10000 New fittest = 0.31005689778736917 ************* Training Generation 1|99************************ 19 May 2017 21:12:44 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|99 populationSize: 10000 Fittest:: 0.31005689778736917 Fittest Node Size:153 Fittest Depth:17 ******************************************** New Fittest RP after training : 0.31005689778736917 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < 
					(periodMinimum SINE4 
						(COS 
							( -  								x  
								( *  
									(COS 
										(sqrt 											4  )   )  
									( -  
										(EXP 											1   )  										1    )    )    )   )  )  
					(SIN 
						(COS 
							(EXP 								4   )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  							2    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(COS 
								(SIN 
									(offsetValue SINE4 
										(PeriodMaximum SINE4 
											(COS 
												(PeriodMaximum SINE4 													-1  )   )  )  )   )   )  )  
						( *  
							( + 
								( -  
									(EXP 										1   )  									x    )  
								(COS 
									( if  
										( < 											x  											1   )  										4  										1    )   )    )  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < 							x  							1   )  						4  
						(EXP 
							(SIN 
								( *  
									( %  
										(SIN 											x   )  
										( if  true  											x  											x    )    )  
									(PeriodMaximum SINE4 
										( -  											x  											x    )  )    )   )   )    )   )    )    )   )  
	(PeriodMaximum SINE4 
		(COS 
			(PeriodMaximum SINE4 
				( if  
					( < 
						(periodMinimum SINE4 
							( -  								2  
								( %  
									( -  
										(PeriodMaximum SINE4 
											( if  true  												0  												x    )  )  
										( -  
											(EXP 												1   )  											1    )    )  
									( if  
										( < 											x  											x   )  
										(EXP 
											(LOG 												x   )   )  
										(LOG 
											( if  true  												x  												x    )   )    )    )    )  )  
						(SIN 							4   )   )  
					(SIN 
						( %  
							( if  false  								1  
								( if  
									( not 
										( and 
											( not 
												( < 													1  
													(PeriodMaximum SINE4 
														(COS 
															(PeriodMaximum SINE4 																-1  )   )  )   )  )  true   )  )  
									(EXP 
										( %  
											( if  
												( < 													x  													2   )  
												(EXP 
													(offsetValue SINE4 														-1  )   )  
												(EXP 													3   )    )  
											( *  												x  												x    )    )   )  
									( if  
										( < x (LOG -1 ) ) (periodMinimum SINE4 x ) (EXP 3 ) ) ) ) (COS (LOG -1 ) ) ) ) ( + x 3 ) ) ) ) ) ) populationSize: 10000 New fittest = 0.31005689778736917 ************* Training Generation 1|100************************ 19 May 2017 21:12:52 INFO : com.infoblazer.gp.evolution.geneticprogram.AbstractGeneticProgram:318 - Evolving generation 1|100 populationSize: 10000 Fittest:: 0.3094503792114589 Fittest Node Size:106 Fittest Depth:14 ******************************************** New Fittest RP after training : 0.3094503792114589 Program :main->
( + 
	(COS 
		( -  
			( if  
				( < 
					(periodMinimum SINE4 
						(COS 
							( -  								x  
								( if  
									( < 										1  
										(PeriodMaximum SINE4 
											(COS 
												(PeriodMaximum SINE4 													-1  )   )  )   )  									3  									1    )    )   )  )  
					(SIN 
						(COS 
							(EXP 								4   )   )   )   )  
				(SIN 
					( %  
						( if  false  							x  							2    )  
						(COS 							1   )    )   )  
				(EXP 
					( %  
						(periodMinimum SINE4 
							(COS 
								(SIN 
									(offsetValue SINE4 
										(PeriodMaximum SINE4 
											(COS 
												(PeriodMaximum SINE4 													-1  )   )  )  )   )   )  )  
						( *  
							( + 
								( -  
									(periodMinimum SINE4 
										( if  
											( not false  )  
											(periodMinimum SINE4 												x  )  
											( %  												4  												x    )    )  )  
									( *  
										( if  
											( < 												x  												1   )  
											( -  												3  												x    )  
											(LOG 												x   )    )  
										( if  
											( and false  false   )  
											(sqrt 												5  )  
											( %  												x  												1    )    )    )    )  
								(COS 
									( if  
										( < 											x  											1   )  										4  										1    )   )    )  							x    )    )   )    )  
			( + 				x  
				(COS 
					( if  
						( < 							x  							1   )  						4  
						(EXP 
							(SIN 
								( *  
									( %  
										(SIN 											x   )  
										( if  true  											x  											x    )    )  
									(PeriodMaximum SINE4 
										( -  											x  											x    )  )    )   )   )    )   )    )    )   )  
	(PeriodMaximum SINE4 
		(COS 
			( *  				5  				1    )   )  )    )
populationSize: 10000
New fittest = 0.3094503792114589
Done with testing.
********************************************
Done
19 May 2017 21:13:01  INFO : com.infoblazer.gp.Application:57 - Started Application in 578.458 seconds (JVM running for 579.237)

Comments