11

文化算法的实际应用

Value average:-9.9866	 Max Value:-4.74731	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:11999
Value average:-10.8931	 Max Value:-4.45665	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:12249
Value average:-10.7182	 Max Value:-4.25481	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:12499
Value average:-10.5547	 Max Value:-4.6477	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:12749
Value average:-10.6484	 Max Value:-5.21731	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:12999
Value average:-10.7692	 Max Value:-4.73108	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:13249
Value average:-10.7492	 Max Value:-4.37569	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
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Generation:13499
Value average:-10.2418	 Max Value:-4.75867	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:13749
Value average:-10.8308	 Max Value:-5.31346	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:13999
Value average:-10.5624	 Max Value:-5.12017	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
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Generation:14249
Value average:-10.0659	 Max Value:-4.38758	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
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Generation:14499
Value average:-10.4996	 Max Value:-4.75686	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
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Generation:14749
Value average:-10.1625	 Max Value:-3.66198	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:14999
Value average:-9.9879	 Max Value:-4.2883	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:15249
Value average:-9.92426	 Max Value:-4.3695	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:15499
Value average:-9.64103	 Max Value:-4.47444	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:15749
Value average:-10.4666	 Max Value:-4.91039	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:15999
Value average:-10.5205	 Max Value:-4.65337	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:16249
Value average:-9.96688	 Max Value:-3.22087	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:16499
Value average:-10.1021	 Max Value:-4.26148	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
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Generation:16749
Value average:-10.5032	 Max Value:-3.56858	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:16999
Value average:-10.5564	 Max Value:-5.48389	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:17249
Value average:-9.5844	 Max Value:-2.92967	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:17499
Value average:-10.4151	 Max Value:-3.77728	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:17749
Value average:-10.4781	 Max Value:-5.25606	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:17999
Value average:-10.533	 Max Value:-5.98683	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:18249
Value average:-10.4818	 Max Value:-4.9532	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:18499
Value average:-11.121	 Max Value:-3.777	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:18749
Value average:-10.6303	 Max Value:-5.33142	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:18999
Value average:-10.9112	 Max Value:-5.70779	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:19249
Value average:-10.2578	 Max Value:-3.5556	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:19499
Value average:-10.6821	 Max Value:-5.49718	 Min Value:-14.9801
Better individual:
Value:	-14.9801
Variables:1	0.999994	1	1	0.999787	1	0.997936	0.998493	0.997603	2.99967	2.99388	2.99332	0.999415	
Constraints:-0.00646055	-0.00700593	-0.0128108	-5.00033	-5.00607	-5.00668	-0.000115097	-0.00405622	-0.00126845	
Violation:	0
The best individual is feasible!

Generation:19749