3

文化算法的实际应用

The best individual is NOT feasible!

Generation:13499
Value average:3.59827	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:13749
Value average:1.16675	 Max Value:0.776617	 Min Value:0.776617
Better individual:
Value:	0.776617
Variables:0.142363	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:13999
Value average:0.971477	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:14249
Value average:0.971477	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:14499
Value average:2.13898	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:14749
Value average:1.25915	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:14999
Value average:1.34372	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:15249
Value average:0.971477	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:15499
Value average:0.971477	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:15749
Value average:0.995743	 Max Value:0.776617	 Min Value:0.776617
Better individual:
Value:	0.776617
Variables:0.142363	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:15999
Value average:1.81045	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:16249
Value average:0.971477	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:16499
Value average:0.989909	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:16749
Value average:1.33019	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:16999
Value average:0.997181	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:17249
Value average:0.971477	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:17499
Value average:1.44742	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:17749
Value average:0.971477	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:17999
Value average:0.971477	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:18249
Value average:1.0141	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:18499
Value average:3.68446	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:18749
Value average:1.47916	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:18999
Value average:0.982799	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:19249
Value average:4.68116	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:19499
Value average:0.971477	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:19749
Value average:1.68818	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:19999
Value average:10.2959	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:20249
Value average:1.70774	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:20499
Value average:2.6314	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:20749
Value average:4.52762	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:20999
Value average:6.99015	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:21249
Value average:1.96128	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:21499
Value average:3.68691	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:21749
Value average:0.971477	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:21999
Value average:1.23736	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:22249
Value average:2.01596	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:22499
Value average:1.28562	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:22749
Value average:1.15758	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:22999
Value average:1.71311	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:23249
Value average:1.07235	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:23499
Value average:1.4596	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:23749
Value average:1.17818	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:23999
Value average:1.51875	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:24249
Value average:0.971477	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:24499
Value average:1.79024	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:24749
Value average:1.9888	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:24989
Value average:1.11281	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:24990
Value average:2.8318	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:24991
Value average:2.10142	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:24992
Value average:0.971477	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:24993
Value average:0.971477	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:24994
Value average:0.971477	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:24995
Value average:2.27415	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:24996
Value average:5.51442	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:24997
Value average:1.91968	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:24998
Value average:3.35269	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!

Generation:24999
Value average:1.65576	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0
The best individual is NOT feasible!