11

文化算法的实际应用

Value average:-10.8599	 Max Value:-3.89039	 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:3999
Value average:-10.8424	 Max Value:-4.74957	 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:4249
Value average:-10.731	 Max Value:-4.68312	 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:4499
Value average:-11.1531	 Max Value:-3.42796	 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:4749
Value average:-11.0715	 Max Value:-4.88108	 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:4999
Value average:-11.3378	 Max Value:-4.75191	 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:5249
Value average:-11.6571	 Max Value:-5.88768	 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:5499
Value average:-11.2974	 Max Value:-5.66676	 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:5749
Value average:-12.2484	 Max Value:-5.69398	 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:5999
Value average:-11.3437	 Max Value:-5.73795	 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:6249
Value average:-11.3762	 Max Value:-5.139	 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:6499
Value average:-11.5864	 Max Value:-5.99149	 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:6749
Value average:-11.2663	 Max Value:-4.85455	 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:6999
Value average:-10.6005	 Max Value:-4.74699	 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:7249
Value average:-10.7228	 Max Value:-4.81544	 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:7499
Value average:-10.9647	 Max Value:-5.9686	 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:7749
Value average:-11.1101	 Max Value:-5.83929	 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:7999
Value average:-11.3179	 Max Value:-5.82437	 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:8249
Value average:-10.6618	 Max Value:-4.62064	 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:8499
Value average:-11.1336	 Max Value:-4.83311	 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:8749
Value average:-10.7735	 Max Value:-4.54566	 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:8999
Value average:-11.1257	 Max Value:-4.29546	 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:9249
Value average:-10.8432	 Max Value:-5.44835	 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:9499
Value average:-10.7589	 Max Value:-5.36757	 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:9749
Value average:-11.0139	 Max Value:-4.60545	 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:9999
Value average:-11.0035	 Max Value:-5.98892	 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:10249
Value average:-10.8841	 Max Value:-5.72971	 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:10499
Value average:-10.604	 Max Value:-5.60224	 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:10749
Value average:-10.5481	 Max Value:-4.02613	 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:10999
Value average:-10.4627	 Max Value:-3.69193	 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:11249
Value average:-10.5501	 Max Value:-5.93753	 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:11499
Value average:-11.6329	 Max Value:-5.97824	 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:11749