11

文化算法的实际应用

Value average:-10.5922	 Max Value:-5.00966	 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:19999
Value average:-10.1499	 Max Value:-3.62973	 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:20249
Value average:-10.9121	 Max Value:-5.91476	 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:20499
Value average:-9.71827	 Max Value:-3.69514	 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:20749
Value average:-10.7442	 Max Value:-4.74329	 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:20999
Value average:-10.7919	 Max Value:-5.99119	 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:21249
Value average:-10.368	 Max Value:-3.38895	 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:21499
Value average:-10.6915	 Max Value:-4.98175	 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:21749
Value average:-10.3735	 Max Value:-4.69332	 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:21999
Value average:-11.02	 Max Value:-5.59172	 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:22249
Value average:-10.2908	 Max Value:-4.88854	 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:22499
Value average:-10.5593	 Max Value:-5.0701	 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:22749
Value average:-10.1588	 Max Value:-4.46442	 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:22999
Value average:-10.8303	 Max Value:-5.0328	 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:23249
Value average:-10.1878	 Max Value:-4.75371	 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:23499
Value average:-9.92403	 Max Value:-4.8832	 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:23749
Value average:-9.97363	 Max Value:-3.80954	 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:23999
Value average:-9.81076	 Max Value:-4.70455	 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:24249
Value average:-9.07572	 Max Value:-4.75161	 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:24499
Value average:-10.1868	 Max Value:-4.87079	 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:24749
Value average:-9.25882	 Max Value:-5.32275	 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:24989
Value average:-10.7093	 Max Value:-5.12714	 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:24990
Value average:-10.7093	 Max Value:-5.12714	 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:24991
Value average:-10.7093	 Max Value:-5.12714	 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:24992
Value average:-10.7093	 Max Value:-5.12714	 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:24993
Value average:-10.8294	 Max Value:-5.12714	 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:24994
Value average:-10.8294	 Max Value:-5.12714	 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:24995
Value average:-10.8294	 Max Value:-5.12714	 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:24996
Value average:-10.9494	 Max Value:-5.12714	 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:24997
Value average:-10.9494	 Max Value:-5.12714	 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:24998
Value average:-10.9494	 Max Value:-5.12714	 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:24999
Value average:-10.9494	 Max Value:-5.12714	 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!