tsplog

A Genetic Algorithms and the Traveling Salesman Problem

9	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
10	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
11	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
12	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
13	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
14	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
15	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
16	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
17	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
18	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
19	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
20	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
21	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
pop Fitness 	9.94326137951631
--------------------------------------------------
After Ranked
--------------------------------------------------
0	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
1	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
2	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
3	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
4	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
5	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
6	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
7	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
8	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
9	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
10	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
11	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
12	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
13	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
14	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
15	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
16	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
17	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
18	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
19	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
20	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
21	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
pop Fitness 	9.94326137951631
--------------------------------------------------
After Ranked
--------------------------------------------------
0	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
1	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
2	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
3	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
4	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
5	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
6	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
7	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
8	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
9	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
10	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
11	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
12	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
13	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
14	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
15	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
16	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
17	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
18	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
19	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
20	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
21	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
pop Fitness 	9.94326137951631
--------------------------------------------------
After Ranked
--------------------------------------------------
0	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
1	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
2	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
3	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
4	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
5	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
6	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
7	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
8	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
9	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
10	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
11	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
12	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
13	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
14	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
15	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
16	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
17	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
18	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
19	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
20	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
21	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
pop Fitness 	9.94326137951631
--------------------------------------------------
After Ranked
--------------------------------------------------
0	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
1	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
2	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
3	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
4	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
5	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
6	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
7	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
8	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
9	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
10	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
11	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
12	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
13	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
14	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
15	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
16	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
17	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
18	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
19	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
20	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
21	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
pop Fitness 	9.94326137951631
--------------------------------------------------
After Ranked
--------------------------------------------------
0	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
1	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
2	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
3	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
4	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
5	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
6	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
7	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
8	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
9	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
10	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
11	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
12	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
13	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
14	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
15	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
16	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
17	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
18	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
19	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
20	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
21	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
pop Fitness 	9.94326137951631
--------------------------------------------------
After Ranked
--------------------------------------------------
0	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
1	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
2	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
3	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
4	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
5	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
6	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
7	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
8	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
9	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
10	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
11	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
12	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
13	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
14	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
15	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
16	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
17	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
18	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
19	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
20	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
21	4-9-6-0-8-1-7-5-3-2-	0.451966426341651	
pop Fitness 	9.94326137951631
Index	Chromosome	Fitness
--------------------------------------------------
0	7-1-3-6-8-2-4-0-5-9-	0.389791806824313	
1	6-9-3-7-8-2-1-0-4-5-	0.285244506217565	
2	9-7-4-1-6-5-3-8-2-0-	0.35885593077375	
3	7-1-0-2-5-3-8-9-6-4-	0.376123549681338	
4	4-1-7-0-5-6-2-3-9-8-	0.335308396371252	
5	8-0-5-1-7-3-9-6-2-4-	0.397420920850423	
6	6-5-3-2-1-4-9-0-7-8-	0.337999882384152	
7	8-6-4-7-9-0-5-2-3-1-	0.306340211185684	
8	5-2-1-9-0-8-3-4-7-6-	0.326254541325222	
9	4-1-2-5-0-8-3-6-7-9-	0.346843870722412	
10	1-0-9-8-6-7-2-5-3-4-	0.350337278261402	
11	1-3-9-2-4-8-5-0-6-7-	0.43239183038831	
12	8-1-7-3-5-4-2-6-9-0-	0.345321416370625	
13	6-1-5-8-3-7-0-4-2-9-	0.48531958770525	
14	5-7-8-0-2-9-6-1-4-3-	0.338746983222881	
15	5-9-2-0-4-6-7-1-8-3-	0.374706919901291	
16	1-2-5-6-3-8-4-0-7-9-	0.346091511753417	
17	4-5-8-3-6-9-2-7-1-0-	0.36362963777938	
18	0-3-8-7-6-5-1-9-4-2-	0.478514572428934	
19	5-9-7-6-2-8-4-3-0-1-	0.337732341561154	
20	5-6-1-8-7-3-2-9-0-4-	0.387088586939391	
21	3-6-4-1-0-2-9-5-7-8-	0.29063293412984	
--------------------------------------------------
After Ranked
--------------------------------------------------
0	6-1-5-8-3-7-0-4-2-9-	0.48531958770525	
1	0-3-8-7-6-5-1-9-4-2-	0.478514572428934	
2	1-3-9-2-4-8-5-0-6-7-	0.43239183038831	
3	8-0-5-1-7-3-9-6-2-4-	0.397420920850423	
4	7-1-3-6-8-2-4-0-5-9-	0.389791806824313	
5	5-6-1-8-7-3-2-9-0-4-	0.387088586939391	
6	7-1-0-2-5-3-8-9-6-4-	0.376123549681338	
7	5-9-2-0-4-6-7-1-8-3-	0.374706919901291	
8	4-5-8-3-6-9-2-7-1-0-	0.36362963777938	
9	9-7-4-1-6-5-3-8-2-0-	0.35885593077375	
10	1-0-9-8-6-7-2-5-3-4-	0.350337278261402	
11	4-1-2-5-0-8-3-6-7-9-	0.346843870722412	
12	1-2-5-6-3-8-4-0-7-9-	0.346091511753417	
13	8-1-7-3-5-4-2-6-9-0-	0.345321416370625	
14	5-7-8-0-2-9-6-1-4-3-	0.338746983222881	
15	6-5-3-2-1-4-9-0-7-8-	0.337999882384152	
16	5-9-7-6-2-8-4-3-0-1-	0.337732341561154	
17	4-1-7-0-5-6-2-3-9-8-	0.335308396371252	
18	5-2-1-9-0-8-3-4-7-6-	0.326254541325222	
19	8-6-4-7-9-0-5-2-3-1-	0.306340211185684	
20	3-6-4-1-0-2-9-5-7-8-	0.29063293412984	
21	6-9-3-7-8-2-1-0-4-5-	0.285244506217565	
pop Fitness 	7.99069721677798
--------------------------------------------------
After Ranked
--------------------------------------------------
0	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
1	6-1-5-8-3-7-0-4-2-9-	0.48531958770525	
2	6-1-5-8-3-7-0-4-2-9-	0.48531958770525	
3	0-3-8-7-6-5-1-9-4-2-	0.478514572428934	
4	0-3-8-7-6-5-1-9-4-2-	0.478514572428934	
5	0-3-8-7-6-5-1-9-4-2-	0.478514572428934	
6	0-3-8-7-6-5-1-9-4-2-	0.478514572428934	
7	0-3-8-7-6-5-1-9-4-2-	0.478514572428934	
8	0-3-8-7-6-5-1-9-4-2-	0.478514572428934	
9	0-3-8-7-6-5-1-9-4-2-	0.478514572428934	
10	0-3-8-7-6-5-1-9-4-2-	0.478514572428934	
11	0-3-8-7-6-5-1-9-4-2-	0.478514572428934	
12	0-3-8-7-6-5-1-9-4-2-	0.478514572428934	
13	0-3-8-7-6-5-1-9-4-2-	0.478514572428934	
14	6-1-5-8-3-0-2-4-7-9-	0.452033912425216	
15	3-8-0-5-1-7-2-4-6-9-	0.416448451520512	
16	8-0-5-1-7-3-9-4-2-6-	0.40972289570599	
17	8-0-5-1-7-3-9-6-2-4-	0.397420920850423	
18	8-0-5-1-7-3-9-6-2-4-	0.397420920850423	
19	8-0-5-1-7-3-9-6-2-4-	0.397420920850423	
20	8-0-5-1-7-3-9-6-2-4-	0.397420920850423	
21	1-3-9-2-8-5-4-0-6-7-	0.372078324780694	
pop Fitness 	9.96077210426351
--------------------------------------------------
After Ranked
--------------------------------------------------
0	7-6-1-5-8-3-0-2-9-4-	0.58357547536317	
1	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
2	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
3	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
4	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
5	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
6	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
7	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
8	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
9	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
10	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
11	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
12	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
13	6-1-5-8-3-7-0-4-2-9-	0.48531958770525	
14	6-1-5-8-3-7-0-4-2-9-	0.48531958770525	
15	6-1-5-8-3-7-0-4-2-9-	0.48531958770525	
16	6-1-5-8-3-7-0-4-2-9-	0.48531958770525	
17	0-3-8-7-6-5-1-9-4-2-	0.478514572428934	
18	0-3-8-7-6-5-1-9-4-2-	0.478514572428934	
19	0-3-8-7-6-1-5-4-2-9-	0.467599717241929	
20	6-1-5-9-2-4-8-3-7-0-	0.42261591576568	
21	6-1-5-9-2-4-8-7-0-3-	0.400746354515528	
pop Fitness 	10.6109093301728
--------------------------------------------------
After Ranked
--------------------------------------------------
0	7-6-1-5-8-3-0-2-4-9-	0.620773148705689	
1	7-6-1-5-8-3-0-2-9-4-	0.58357547536317	
2	7-6-1-5-8-3-0-2-9-4-	0.58357547536317	
3	7-6-1-5-8-3-0-2-9-4-	0.58357547536317	
4	7-6-1-5-8-3-0-2-9-4-	0.58357547536317	
5	7-6-1-5-8-3-0-4-2-9-	0.577357356396586	
6	7-6-1-5-8-3-0-4-2-9-	0.577357356396586	
7	7-6-1-5-9-2-4-0-8-3-	0.50079056459767	
8	7-6-1-5-8-3-9-4-0-2-	0.497303534373271	
9	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
10	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
11	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
12	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
13	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
14	0-3-8-7-6-1-5-9-2-4-	0.486505364300639	
15	1-5-8-7-6-3-2-4-9-0-	0.478418984374134	
16	1-5-8-7-6-9-0-2-4-3-	0.42639845737547	
17	0-2-9-4-1-3-8-7-5-6-	0.367077722621602	
18	0-3-8-9-7-5-2-4-1-6-	0.364887564234563	
19	0-3-8-2-6-1-9-5-7-4-	0.33522888079456	
20	0-3-8-1-5-9-6-4-7-2-	0.31409177642688	
21	0-3-6-8-9-1-7-4-5-2-	0.292005877610559	
pop Fitness 	10.6050253111641
--------------------------------------------------
After Ranked
--------------------------------------------------
0	7-6-1-5-8-3-0-2-4-9-	0.620773148705689	
1	7-6-1-5-8-3-0-2-4-9-	0.620773148705689	
2	7-6-1-5-8-3-0-2-4-9-	0.620773148705689	
3	7-6-1-5-8-3-0-2-4-9-	0.620773148705689	
4	7-6-1-5-8-3-0-2-4-9-	0.620773148705689	
5	7-6-1-5-8-3-0-2-4-9-	0.620773148705689	
6	7-6-1-5-8-3-0-2-