411

文化算法的实际应用

Seed:	0.8	Max Generation	25000
0	Value:	-19.8052	IsFeasible:	0	VCount:	0
Variables:	0.686461	2.67397	
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Variables:	1.11751	1.56872	
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Variables:	1.47515	2.83761	
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Variables:	0.287642	1.23775	
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Variables:	1.94337	2.69092	
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Variables:	0.0125698	1.07397	
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Variables:	0.286475	0.122459	
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Variables:	0.738758	0.291544	
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Variables:	1.96191	1.01195	
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Variables:	1.9653	1.55109	
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Variables:	0.798704	0.0779214	
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Variables:	1.49384	2.58179	
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Variables:	0.987422	2.7097	
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Variables:	0.425274	1.39606	
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Variables:	1.36497	0.210985	
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Variables:	1.58577	1.57119	
19	Value:	-23.8461	IsFeasible:	0	VCount:	0
Variables:	1.02316	2.67426	
20	Value:	-32.287	IsFeasible:	0	VCount:	0
Variables:	1.83469	2.09311	
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Variables:	1.25808	0.304064	
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Variables:	0.795659	1.73473	
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Variables:	1.86387	0.9465	
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Variables:	1.9794	2.65124	
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Variables:	1.27732	2.2621	
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Variables:	1.69904	2.96427	
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Variables:	0.692235	0.172653	
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Variables:	0.110172	2.62662	
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Variables:	1.06377	0.258847	
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Variables:	1.0617	0.0923038	
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Variables:	0.452947	2.14464	
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Variables:	0.685293	2.38686	
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Variables:	0.856086	1.27816	
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Variables:	1.65547	0.153361	
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Variables:	0.971265	1.41939	
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Variables:	0.0833498	2.09598	
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Variables:	0.457229	2.00253	
39	Value:	-9.43633	IsFeasible:	1	VCount:	0
Variables:	0.183528	1.26036	
Generation:249
Value average:-16.7361	 Max Value:-16.7361	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-2.39283e-007	
Violation:	0
The best individual is feasible!

Generation:499
Value average:-16.7361	 Max Value:-16.7361	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-6.97706e-008	
Violation:	0
The best individual is feasible!

Generation:749
Value average:-16.7361	 Max Value:-16.736	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:999
Value average:-16.7361	 Max Value:-16.7359	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:1249
Value average:-16.736	 Max Value:-16.7339	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:1499
Value average:-16.7355	 Max Value:-16.7301	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:1749
Value average:-16.7333	 Max Value:-16.7211	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:1999
Value average:-16.7252	 Max Value:-16.5846	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:2249
Value average:-16.5628	 Max Value:-14.9263	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:2499
Value average:-16.4536	 Max Value:-15.5534	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:2749
Value average:-16.0748	 Max Value:-9.42395	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:2999
Value average:-16.5316	 Max Value:-15.534	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:3249
Value average:-15.937	 Max Value:-10.2898	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:3499
Value average:-16.1474	 Max Value:-8.23535	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:3749
Value average:-16.2676	 Max Value:-13.6484	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-1.06976e-007	
Violation:	0
The best individual is feasible!

Generation:3999
Value average:-16.4051	 Max Value:-14.94	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-1.06976e-007	
Violation:	0
The best individual is feasible!

Generation:4249
Value average:-16.3793	 Max Value:-13.9911	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:4499
Value average:-16.5369	 Max Value:-14.0279	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-1.06976e-007	
Violation:	0
The best individual is feasible!

Generation:4749
Value average:-16.405	 Max Value:-14.9783	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-1.06976e-007	
Violation:	0
The best individual is feasible!

Generation:4999
Value average:-16.5789	 Max Value:-15.2374	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.80698e-008	
Violation:	0
The best individual is feasible!

Generation:5249
Value average:-16.3417	 Max Value:-11.59	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.80698e-008	
Violation:	0
The best individual is feasible!

Generation:5499
Value average:-16.1427	 Max Value:-10.7989	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.80698e-008	
Violation:	0
The best individual is feasible!

Generation:5749
Value average:-16.0585	 Max Value:-13.8641	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.80698e-008	
Violation:	0
The best individual is feasible!

Generation:5999
Value average:-16.6812	 Max Value:-16.4063	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.80698e-008	
Violation:	0
The best individual is feasible!

Generation:6249
Value average:-16.4478	 Max Value:-15.0532	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.80698e-008	
Violation:	0
The best individual is feasible!

Generation:6499
Value average:-16.2277	 Max Value:-11.2172	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.80698e-008	
Violation:	0
The best individual is feasible!

Generation:6749
Value average:-16.6973	 Max Value:-16.5923	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.80698e-008	
Violation:	0
The best individual is feasible!

Generation:6999
Value average:-16.1665	 Max Value:-14.2365	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-5.11678e-008	
Violation:	0
The best individual is feasible!

Generation:7249
Value average:-16.6588	 Max Value:-16.3798	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-5.11678e-008	
Violation:	0
The best individual is feasible!

Generation:7499
Value average:-16.6547	 Max Value:-16.1491	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-5.11678e-008	
Violation:	0
The best individual is feasible!

Generation:7749
Value average:-16.125	 Max Value:-10.5284	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.80698e-008	
Violation:	0
The best individual is feasible!

Generation:7999
Value average:-16.5513	 Max Value:-15.4331	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.80698e-008	
Violation:	0
The best individual is feasible!

Generation:8249
Value average:-16.3959	 Max Value:-13.1874	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.80698e-008	
Violation:	0
The best individual is feasible!

Generation:8499
Value average:-16.5086	 Max Value:-12.862	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.80698e-008	
Violation:	0
The best individual is feasible!

Generation:8749
Value average:-16.3538	 Max Value:-11.8791	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.80698e-008	
Violation:	0
The best individual is feasible!

Generation:8999
Value average:-16.6971	 Max Value:-16.5565	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.80698e-008	
Violation:	0
The best individual is feasible!

Generation:9249
Value average:-16.5729	 Max Value:-15.6736	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.80698e-008	
Violation:	0
The best individual is feasible!

Generation:9499
Value average:-16.5855	 Max Value:-15.666	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:9749
Value average:-16.1563	 Max Value:-8.23537	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:9999
Value average:-16.6944	 Max Value:-16.5798	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:10249
Value average:-16.4159	 Max Value:-14.7739	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:10499
Value average:-16.4317	 Max Value:-13.416	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:10749
Value average:-16.4619	 Max Value:-13.8415	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:10999
Value average:-16.0992	 Max Value:-8.23534	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:11249
Value average:-16.7164	 Max Value:-16.6225	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:11499
Value average:-16.6559	 Max Value:-16.2103	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:11749
Value average:-16.5595	 Max Value:-15.6548	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:11999
Value average:-16.6463	 Max Value:-15.9202	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-3.25648e-008	
Violation:	0
The best individual is feasible!

Generation:12249
Value average:-16.6693	 Max Value:-16.4947	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-5.11678e-008	
Violation:	0
The best individual is feasible!

Generation:12499
Value average:-16.6364	 Max Value:-16.2607	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634	
Constraints:-5.11678e-008	
Violation:	0
The best individual is feasible!

Generation:12749
Value average:-16.6509	 Max Value:-15.7572	 Min Value:-16.7361
Better individual:
Value:	-16.7361
Variables:0.708398	1.49634