12

文化算法的实际应用

Value average:-9.16155	 Max Value:-4.50105	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:19999
Value average:-8.65211	 Max Value:-4.4613	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:20249
Value average:-8.56674	 Max Value:-4.32203	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:20499
Value average:-8.49298	 Max Value:-3.94969	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:20749
Value average:-9.11765	 Max Value:-4.75351	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:20999
Value average:-9.38154	 Max Value:-3.30292	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:21249
Value average:-8.93395	 Max Value:-3.14273	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:21499
Value average:-8.17934	 Max Value:-4.38833	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:21749
Value average:-9.10645	 Max Value:-4.85598	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:21999
Value average:-8.92657	 Max Value:-4.40211	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:22249
Value average:-9.55229	 Max Value:-3.45267	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:22499
Value average:-9.13073	 Max Value:-4.22394	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:22749
Value average:-8.98979	 Max Value:-4.43565	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:22999
Value average:-8.94041	 Max Value:-2.88291	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:23249
Value average:-7.90921	 Max Value:-3.9109	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:23499
Value average:-8.41188	 Max Value:-3.18888	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:23749
Value average:-9.72482	 Max Value:-5.13531	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:23999
Value average:-8.8993	 Max Value:-3.14573	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:24249
Value average:-9.17339	 Max Value:-4.23493	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:24499
Value average:-8.68628	 Max Value:-4.32688	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:24749
Value average:-8.89916	 Max Value:-4.44884	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:24989
Value average:-8.33704	 Max Value:-2.48263	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:24990
Value average:-8.33704	 Max Value:-2.48263	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:24991
Value average:-8.52549	 Max Value:-2.48263	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:24992
Value average:-8.52549	 Max Value:-2.48263	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:24993
Value average:-8.57552	 Max Value:-2.48263	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:24994
Value average:-8.57552	 Max Value:-2.48263	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:24995
Value average:-8.72925	 Max Value:-2.48263	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:24996
Value average:-8.83968	 Max Value:-2.48263	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:24997
Value average:-8.83968	 Max Value:-2.48263	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:24998
Value average:-8.83968	 Max Value:-2.48263	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!

Generation:24999
Value average:-8.83968	 Max Value:-2.48263	 Min Value:-12.4642
Better individual:
Value:	-12.4642
Variables:0.99966	0.994628	0.988996	0	1	1	1	1	0.998402	0.711327	2.99696	2.89178	0.948591	
Constraints:-2.30313	-2.41958	-0.144009	-7.28595	-4.96006	-5.02019	-0.288673	-0.00303507	-0.106623	
Violation:	0
The best individual is feasible!