tsplog

A Genetic Algorithms and the Traveling Salesman Problem

11	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
12	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
13	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
14	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
15	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
16	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
17	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
18	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
19	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
20	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
21	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
pop Fitness 	11.4245865221042
--------------------------------------------------
After Ranked
--------------------------------------------------
0	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
1	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
2	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
3	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
4	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
5	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
6	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
7	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
8	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
9	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
10	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
11	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
12	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
13	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
14	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
15	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
16	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
17	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
18	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
19	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
20	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
21	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
pop Fitness 	11.4245865221042
--------------------------------------------------
After Ranked
--------------------------------------------------
0	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
1	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
2	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
3	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
4	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
5	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
6	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
7	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
8	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
9	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
10	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
11	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
12	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
13	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
14	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
15	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
16	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
17	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
18	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
19	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
20	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
21	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
pop Fitness 	11.4245865221042
--------------------------------------------------
After Ranked
--------------------------------------------------
0	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
1	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
2	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
3	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
4	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
5	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
6	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
7	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
8	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
9	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
10	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
11	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
12	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
13	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
14	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
15	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
16	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
17	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
18	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
19	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
20	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
21	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
pop Fitness 	11.4245865221042
--------------------------------------------------
After Ranked
--------------------------------------------------
0	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
1	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
2	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
3	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
4	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
5	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
6	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
7	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
8	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
9	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
10	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
11	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
12	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
13	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
14	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
15	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
16	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
17	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
18	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
19	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
20	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
21	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
pop Fitness 	11.4245865221042
--------------------------------------------------
After Ranked
--------------------------------------------------
0	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
1	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
2	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
3	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
4	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
5	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
6	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
7	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
8	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
9	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
10	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
11	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
12	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
13	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
14	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
15	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
16	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
17	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
18	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
19	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
20	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
21	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
pop Fitness 	11.4245865221042
--------------------------------------------------
After Ranked
--------------------------------------------------
0	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
1	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
2	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
3	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
4	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
5	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
6	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
7	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
8	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
9	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
10	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
11	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
12	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
13	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
14	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
15	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
16	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
17	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
18	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
19	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
20	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
21	5-3-0-4-1-9-7-2-6-8-	0.519299387368374	
pop Fitness 	11.4245865221042
Index	Chromosome	Fitness
--------------------------------------------------
0	3-1-8-5-4-0-9-6-7-2-	0.36997477562904	
1	3-2-7-6-4-9-1-8-0-5-	0.397386334587566	
2	4-3-8-0-6-9-7-5-1-2-	0.318171539772301	
3	1-4-2-0-3-5-9-8-6-7-	0.353504116815039	
4	7-2-6-0-5-8-1-3-4-9-	0.312981716085165	
5	4-2-5-6-8-7-9-3-1-0-	0.349740989837897	
6	3-1-9-0-2-7-5-6-8-4-	0.416566992833196	
7	9-0-5-2-8-1-7-4-6-3-	0.352203033333951	
8	7-9-8-3-5-0-4-1-2-6-	0.395670642413459	
9	8-5-9-7-1-4-6-2-3-0-	0.345751941199131	
10	4-1-9-2-0-8-5-3-7-6-	0.335149692132816	
11	7-3-0-9-5-4-2-1-6-8-	0.406298015485286	
12	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
13	2-8-3-9-0-5-1-7-4-6-	0.328308868000195	
14	6-0-5-1-9-8-3-7-4-2-	0.348999303163893	
15	7-6-4-3-9-0-1-5-2-8-	0.312701529063892	
16	6-2-7-8-3-1-4-5-0-9-	0.326910494594586	
17	7-3-0-4-9-8-2-5-1-6-	0.412026727223213	
18	0-5-8-9-6-1-7-2-4-3-	0.327592972810185	
19	2-5-9-3-0-1-6-4-8-7-	0.320110805600396	
20	5-9-8-0-7-6-2-4-1-3-	0.310737862516019	
21	2-3-6-4-8-9-5-7-1-0-	0.381170341486454	
--------------------------------------------------
After Ranked
--------------------------------------------------
0	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
1	3-1-9-0-2-7-5-6-8-4-	0.416566992833196	
2	7-3-0-4-9-8-2-5-1-6-	0.412026727223213	
3	7-3-0-9-5-4-2-1-6-8-	0.406298015485286	
4	3-2-7-6-4-9-1-8-0-5-	0.397386334587566	
5	7-9-8-3-5-0-4-1-2-6-	0.395670642413459	
6	2-3-6-4-8-9-5-7-1-0-	0.381170341486454	
7	3-1-8-5-4-0-9-6-7-2-	0.36997477562904	
8	1-4-2-0-3-5-9-8-6-7-	0.353504116815039	
9	9-0-5-2-8-1-7-4-6-3-	0.352203033333951	
10	4-2-5-6-8-7-9-3-1-0-	0.349740989837897	
11	6-0-5-1-9-8-3-7-4-2-	0.348999303163893	
12	8-5-9-7-1-4-6-2-3-0-	0.345751941199131	
13	4-1-9-2-0-8-5-3-7-6-	0.335149692132816	
14	2-8-3-9-0-5-1-7-4-6-	0.328308868000195	
15	0-5-8-9-6-1-7-2-4-3-	0.327592972810185	
16	6-2-7-8-3-1-4-5-0-9-	0.326910494594586	
17	2-5-9-3-0-1-6-4-8-7-	0.320110805600396	
18	4-3-8-0-6-9-7-5-1-2-	0.318171539772301	
19	7-2-6-0-5-8-1-3-4-9-	0.312981716085165	
20	7-6-4-3-9-0-1-5-2-8-	0.312701529063892	
21	5-9-8-0-7-6-2-4-1-3-	0.310737862516019	
pop Fitness 	7.92324064056926
--------------------------------------------------
After Ranked
--------------------------------------------------
0	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
1	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
2	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
3	3-1-8-6-7-5-2-0-4-9-	0.482494034848395	
4	7-3-0-4-9-5-2-8-6-1-	0.472514460499746	
5	2-5-1-8-6-7-0-9-4-3-	0.428240813232987	
6	3-1-9-0-2-7-5-6-8-4-	0.416566992833196	
7	3-1-9-0-2-7-5-6-8-4-	0.416566992833196	
8	3-1-9-0-2-7-5-6-8-4-	0.416566992833196	
9	2-5-1-6-8-4-3-9-0-7-	0.413497739683725	
10	7-3-0-4-9-8-2-5-1-6-	0.412026727223213	
11	7-3-0-4-9-8-2-5-1-6-	0.412026727223213	
12	7-3-0-9-5-4-2-1-6-8-	0.406298015485286	
13	7-3-0-9-5-4-2-1-6-8-	0.406298015485286	
14	1-9-0-2-7-3-6-8-4-5-	0.403570291424147	
15	7-3-0-9-5-4-1-2-8-6-	0.398584064123826	
16	1-9-0-2-7-3-8-6-5-4-	0.389944982662923	
17	7-5-6-8-4-2-9-1-3-0-	0.372359846487526	
18	3-1-6-9-7-4-5-2-0-8-	0.36506088850389	
19	7-3-0-4-9-8-2-1-6-5-	0.364670082844178	
20	7-3-0-9-8-2-5-1-6-4-	0.349953519747756	
21	7-3-0-9-5-1-6-2-4-8-	0.333343722795989	
pop Fitness 	9.1644307487284
--------------------------------------------------
After Ranked
--------------------------------------------------
0	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
1	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
2	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
3	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
4	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
5	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
6	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
7	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
8	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
9	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
10	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
11	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
12	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
13	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
14	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
15	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
16	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
17	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
18	3-1-8-6-7-5-2-0-4-9-	0.482494034848395	
19	3-1-8-6-7-5-2-0-4-9-	0.482494034848395	
20	3-1-8-6-7-5-2-0-4-9-	0.482494034848395	
21	3-1-8-6-7-5-2-0-4-9-	0.482494034848395	
pop Fitness 	10.953051167134
--------------------------------------------------
After Ranked
--------------------------------------------------
0	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
1	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
2	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
3	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
4	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
5	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
6	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
7	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
8	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
9	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
10	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
11	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
12	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
13	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
14	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
15	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
16	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
17	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
18	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
19	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
20	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
21	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
pop Fitness 	11.0282028116827
--------------------------------------------------
After Ranked
--------------------------------------------------
0	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
1	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
2	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
3	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
4	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
5	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
6	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
7	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
8	3-1-8-6-7-5-0-4-9-2-	0.501281945985576	
9	3-1-8-6-7-5-0-4-9-2-	0.501281945985576