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📁 文化算法的实际应用
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Seed:	0.8	Max Generation	25000
0	Value:	904.43	IsFeasible:	0	VCount:	0
Variables:	1.88793	0.558232	Comnstraints:	1	Value:	1420.35	IsFeasible:	0	VCount:	0
Variables:	1.99837	0.226044	Comnstraints:	2	Value:	6.94375	IsFeasible:	0	VCount:	0
Variables:	0.0396537	0.24696	Comnstraints:	3	Value:	518.312	IsFeasible:	0	VCount:	0
Variables:	1.93783	1.48048	Comnstraints:	4	Value:	7.10031	IsFeasible:	0	VCount:	0
Variables:	1.22323	1.76181	Comnstraints:	5	Value:	1083.67	IsFeasible:	0	VCount:	0
Variables:	1.98897	0.665583	Comnstraints:	6	Value:	402.294	IsFeasible:	0	VCount:	0
Variables:	1.88878	1.56375	Comnstraints:	7	Value:	266.989	IsFeasible:	0	VCount:	0
Variables:	1.41883	0.379636	Comnstraints:	8	Value:	358.433	IsFeasible:	0	VCount:	0
Variables:	0.212422	1.93672	Comnstraints:	9	Value:	137.73	IsFeasible:	0	VCount:	0
Variables:	0.27612	1.24759	Comnstraints:	10	Value:	0.880203	IsFeasible:	0	VCount:	0
Variables:	0.194703	0.0860442	Comnstraints:	11	Value:	82.3171	IsFeasible:	0	VCount:	0
Variables:	1.41283	1.08975	Comnstraints:	12	Value:	37.7099	IsFeasible:	0	VCount:	0
Variables:	1.06059	0.51079	Comnstraints:	13	Value:	224.898	IsFeasible:	0	VCount:	0
Variables:	0.124078	1.51249	Comnstraints:	14	Value:	1425.73	IsFeasible:	0	VCount:	0
Variables:	2.04476	0.406601	Comnstraints:	15	Value:	162.173	IsFeasible:	0	VCount:	0
Variables:	0.77575	1.87506	Comnstraints:	16	Value:	325.976	IsFeasible:	0	VCount:	0
Variables:	1.87307	1.70502	Comnstraints:	17	Value:	172.575	IsFeasible:	0	VCount:	0
Variables:	0.142446	1.33117	Comnstraints:	18	Value:	390.788	IsFeasible:	0	VCount:	0
Variables:	0.0479325	1.97684	Comnstraints:	19	Value:	40.3922	IsFeasible:	0	VCount:	0
Variables:	0.789661	1.25876	Comnstraints:	20	Value:	177.327	IsFeasible:	0	VCount:	0
Variables:	0.702936	1.82543	Comnstraints:	21	Value:	5.71294	IsFeasible:	0	VCount:	0
Variables:	1.14433	1.07091	Comnstraints:	22	Value:	12.1372	IsFeasible:	0	VCount:	0
Variables:	1.51055	1.93714	Comnstraints:	23	Value:	65.2212	IsFeasible:	0	VCount:	0
Variables:	0.665132	1.2493	Comnstraints:	24	Value:	354.683	IsFeasible:	0	VCount:	0
Variables:	0.0868934	1.88864	Comnstraints:	25	Value:	57.9861	IsFeasible:	0	VCount:	0
Variables:	0.294546	0.844968	Comnstraints:	26	Value:	451.755	IsFeasible:	0	VCount:	0
Variables:	1.99001	1.837	Comnstraints:	27	Value:	54.7029	IsFeasible:	0	VCount:	0
Variables:	0.0128715	0.733163	Comnstraints:	28	Value:	0.499957	IsFeasible:	0	VCount:	0
Variables:	0.29335	0.0835984	Comnstraints:	29	Value:	13.9906	IsFeasible:	0	VCount:	0
Variables:	0.756488	0.199027	Comnstraints:	30	Value:	1120.08	IsFeasible:	0	VCount:	0
Variables:	2.00899	0.690823	Comnstraints:	31	Value:	895.711	IsFeasible:	0	VCount:	0
Variables:	2.01246	1.05888	Comnstraints:	32	Value:	238.632	IsFeasible:	0	VCount:	0
Variables:	0.163541	1.56925	Comnstraints:	33	Value:	37.9445	IsFeasible:	0	VCount:	0
Variables:	0.817873	0.0531943	Comnstraints:	34	Value:	33.6251	IsFeasible:	0	VCount:	0
Variables:	1.52969	1.7625	Comnstraints:	35	Value:	68.469	IsFeasible:	0	VCount:	0
Variables:	1.01112	1.84982	Comnstraints:	36	Value:	58.5969	IsFeasible:	0	VCount:	0
Variables:	0.435481	0.953045	Comnstraints:	37	Value:	327.634	IsFeasible:	0	VCount:	0
Variables:	1.39773	0.144032	Comnstraints:	38	Value:	245.07	IsFeasible:	0	VCount:	0
Variables:	1.62383	1.0726	Comnstraints:	39	Value:	52.9891	IsFeasible:	0	VCount:	0
Variables:	1.04771	1.82563	Comnstraints:	Generation:249
Value average:2.04222	 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:499
Value average:1.02562	 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:749
Value average:3.8913	 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:999
Value average:1.04333	 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:1249
Value average:4.5851	 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:1499
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:1749
Value average:2.31212	 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:1999
Value average:6.2602	 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:2249
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:2499
Value average:1.11041	 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:2749
Value average:4.42766	 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:2999
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:3249
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:3499
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:3749
Value average:0.971725	 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:3999
Value average:3.17094	 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:4249
Value average:3.41563	 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:4499
Value average:8.1098	 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:4749
Value average:1.11104	 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:4999
Value average:0.979167	 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:5249
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:5499
Value average:1.10436	 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:5749
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:5999
Value average:3.82332	 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:6249
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:6499
Value average:2.94344	 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:6749
Value average:0.974526	 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:6999
Value average:1.21467	 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:7249
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:7499
Value average:1.4798	 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:7749
Value average:2.53722	 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:7999
Value average:2.22432	 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:8249
Value average:2.93857	 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:8499
Value average:4.38028	 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:8749
Value average:1.86802	 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:8999
Value average:2.06862	 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:9249
Value average:1.42233	 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:9499
Value average:3.20878	 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:9749
Value average:7.99922	 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:9999
Value average:1.08483	 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:10249
Value average:7.87736	 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:10499
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:10749
Value average:4.15726	 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:10999
Value average:3.48386	 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:11249
Value average:1.15368	 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:11499
Value average:1.80213	 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:11749
Value average:3.30542	 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:11999
Value average:0.98315	 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:12249
Value average:1.52519	 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:12499
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:12749
Value average:0.972176	 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:12999
Value average:3.63159	 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:13249
Value average:1.29878	 Max Value:0.772723	 Min Value:0.772723
Better individual:
Value:	0.772723
Variables:0.170938	0	
Constraints:-1	
Violation:	0

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