Spaces:
Sleeping
Sleeping
Upload 32 files
Browse files- data/cvrp_10_single_depot_single_vehicule_sumDemands_ACO_0.json +89 -0
- data/cvrp_10_single_depot_single_vehicule_sumDemands_ACO_1.json +89 -0
- data/cvrp_10_single_depot_single_vehicule_sumDemands_NN+2opt_0.json +89 -0
- data/cvrp_10_single_depot_single_vehicule_sumDemands_NN+2opt_1.json +89 -0
- data/cvrp_10_single_depot_single_vehicule_sumDemands_OR-Tools_0.json +89 -0
- data/cvrp_10_single_depot_single_vehicule_sumDemands_OR-Tools_1.json +89 -0
- data/cvrp_10_single_depot_single_vehicule_sumDemands_Tabu_Search_0.json +89 -0
- data/cvrp_10_single_depot_single_vehicule_sumDemands_Tabu_Search_1.json +89 -0
- data/cvrp_20_multi_depot_ACO_0.json +149 -0
- data/cvrp_20_multi_depot_ACO_1.json +149 -0
- data/cvrp_20_multi_depot_NN+2opt_0.json +149 -0
- data/cvrp_20_multi_depot_NN+2opt_1.json +149 -0
- data/cvrp_20_multi_depot_OR-Tools_0.json +149 -0
- data/cvrp_20_multi_depot_OR-Tools_1.json +149 -0
- data/cvrp_20_multi_depot_Tabu_Search_0.json +149 -0
- data/cvrp_20_multi_depot_Tabu_Search_1.json +149 -0
- data/twvrp_10_depots_equal_city_ACO_0.json +109 -0
- data/twvrp_10_depots_equal_city_ACO_1.json +109 -0
- data/twvrp_10_depots_equal_city_NN+2opt_0.json +109 -0
- data/twvrp_10_depots_equal_city_NN+2opt_1.json +113 -0
- data/twvrp_10_depots_equal_city_OR-Tools_0.json +109 -0
- data/twvrp_10_depots_equal_city_OR-Tools_1.json +113 -0
- data/twvrp_10_depots_equal_city_Tabu_Search_0.json +109 -0
- data/twvrp_10_depots_equal_city_Tabu_Search_1.json +113 -0
- data/twvrp_20_single_depot_ACO_0.json +181 -0
- data/twvrp_20_single_depot_ACO_1.json +189 -0
- data/twvrp_20_single_depot_NN+2opt_0.json +181 -0
- data/twvrp_20_single_depot_NN+2opt_1.json +193 -0
- data/twvrp_20_single_depot_OR-Tools_0.json +181 -0
- data/twvrp_20_single_depot_OR-Tools_1.json +193 -0
- data/twvrp_20_single_depot_Tabu_Search_0.json +181 -0
- data/twvrp_20_single_depot_Tabu_Search_1.json +193 -0
data/cvrp_10_single_depot_single_vehicule_sumDemands_ACO_0.json
ADDED
|
@@ -0,0 +1,89 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp_10_single_depot_single_vehicule_sumDemands",
|
| 3 |
+
"solver": "ACO",
|
| 4 |
+
"instance": 0,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
9,
|
| 9 |
+
4,
|
| 10 |
+
1,
|
| 11 |
+
7,
|
| 12 |
+
10,
|
| 13 |
+
5,
|
| 14 |
+
6,
|
| 15 |
+
8,
|
| 16 |
+
3,
|
| 17 |
+
2,
|
| 18 |
+
0
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"locations": [
|
| 22 |
+
[
|
| 23 |
+
379,
|
| 24 |
+
505
|
| 25 |
+
],
|
| 26 |
+
[
|
| 27 |
+
385,
|
| 28 |
+
342
|
| 29 |
+
],
|
| 30 |
+
[
|
| 31 |
+
159,
|
| 32 |
+
229
|
| 33 |
+
],
|
| 34 |
+
[
|
| 35 |
+
229,
|
| 36 |
+
596
|
| 37 |
+
],
|
| 38 |
+
[
|
| 39 |
+
274,
|
| 40 |
+
428
|
| 41 |
+
],
|
| 42 |
+
[
|
| 43 |
+
685,
|
| 44 |
+
778
|
| 45 |
+
],
|
| 46 |
+
[
|
| 47 |
+
320,
|
| 48 |
+
846
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
562,
|
| 52 |
+
234
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
153,
|
| 56 |
+
666
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
306,
|
| 60 |
+
433
|
| 61 |
+
],
|
| 62 |
+
[
|
| 63 |
+
717,
|
| 64 |
+
501
|
| 65 |
+
]
|
| 66 |
+
],
|
| 67 |
+
"depots": [
|
| 68 |
+
0
|
| 69 |
+
],
|
| 70 |
+
"customers": [
|
| 71 |
+
1,
|
| 72 |
+
2,
|
| 73 |
+
3,
|
| 74 |
+
4,
|
| 75 |
+
5,
|
| 76 |
+
6,
|
| 77 |
+
7,
|
| 78 |
+
8,
|
| 79 |
+
9,
|
| 80 |
+
10
|
| 81 |
+
],
|
| 82 |
+
"metrics": {
|
| 83 |
+
"total_cost": 2518.210208413207,
|
| 84 |
+
"cvr": 0.0,
|
| 85 |
+
"feasibility": 1.0,
|
| 86 |
+
"runtime": 0.013363122940063477,
|
| 87 |
+
"robustness": 0.049078104294641996
|
| 88 |
+
}
|
| 89 |
+
}
|
data/cvrp_10_single_depot_single_vehicule_sumDemands_ACO_1.json
ADDED
|
@@ -0,0 +1,89 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp_10_single_depot_single_vehicule_sumDemands",
|
| 3 |
+
"solver": "ACO",
|
| 4 |
+
"instance": 1,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
9,
|
| 9 |
+
2,
|
| 10 |
+
5,
|
| 11 |
+
4,
|
| 12 |
+
1,
|
| 13 |
+
10,
|
| 14 |
+
8,
|
| 15 |
+
6,
|
| 16 |
+
7,
|
| 17 |
+
3,
|
| 18 |
+
0
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"locations": [
|
| 22 |
+
[
|
| 23 |
+
418,
|
| 24 |
+
543
|
| 25 |
+
],
|
| 26 |
+
[
|
| 27 |
+
38,
|
| 28 |
+
332
|
| 29 |
+
],
|
| 30 |
+
[
|
| 31 |
+
336,
|
| 32 |
+
537
|
| 33 |
+
],
|
| 34 |
+
[
|
| 35 |
+
365,
|
| 36 |
+
760
|
| 37 |
+
],
|
| 38 |
+
[
|
| 39 |
+
278,
|
| 40 |
+
450
|
| 41 |
+
],
|
| 42 |
+
[
|
| 43 |
+
265,
|
| 44 |
+
573
|
| 45 |
+
],
|
| 46 |
+
[
|
| 47 |
+
711,
|
| 48 |
+
589
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
489,
|
| 52 |
+
962
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
801,
|
| 56 |
+
422
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
413,
|
| 60 |
+
506
|
| 61 |
+
],
|
| 62 |
+
[
|
| 63 |
+
485,
|
| 64 |
+
296
|
| 65 |
+
]
|
| 66 |
+
],
|
| 67 |
+
"depots": [
|
| 68 |
+
0
|
| 69 |
+
],
|
| 70 |
+
"customers": [
|
| 71 |
+
1,
|
| 72 |
+
2,
|
| 73 |
+
3,
|
| 74 |
+
4,
|
| 75 |
+
5,
|
| 76 |
+
6,
|
| 77 |
+
7,
|
| 78 |
+
8,
|
| 79 |
+
9,
|
| 80 |
+
10
|
| 81 |
+
],
|
| 82 |
+
"metrics": {
|
| 83 |
+
"total_cost": 2465.1862650118715,
|
| 84 |
+
"cvr": 0.0,
|
| 85 |
+
"feasibility": 1.0,
|
| 86 |
+
"runtime": 0.012608766555786133,
|
| 87 |
+
"robustness": 0.1750222767735993
|
| 88 |
+
}
|
| 89 |
+
}
|
data/cvrp_10_single_depot_single_vehicule_sumDemands_NN+2opt_0.json
ADDED
|
@@ -0,0 +1,89 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp_10_single_depot_single_vehicule_sumDemands",
|
| 3 |
+
"solver": "NN+2opt",
|
| 4 |
+
"instance": 0,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
9,
|
| 9 |
+
4,
|
| 10 |
+
1,
|
| 11 |
+
7,
|
| 12 |
+
10,
|
| 13 |
+
5,
|
| 14 |
+
6,
|
| 15 |
+
8,
|
| 16 |
+
3,
|
| 17 |
+
2,
|
| 18 |
+
0
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"locations": [
|
| 22 |
+
[
|
| 23 |
+
379,
|
| 24 |
+
505
|
| 25 |
+
],
|
| 26 |
+
[
|
| 27 |
+
385,
|
| 28 |
+
342
|
| 29 |
+
],
|
| 30 |
+
[
|
| 31 |
+
159,
|
| 32 |
+
229
|
| 33 |
+
],
|
| 34 |
+
[
|
| 35 |
+
229,
|
| 36 |
+
596
|
| 37 |
+
],
|
| 38 |
+
[
|
| 39 |
+
274,
|
| 40 |
+
428
|
| 41 |
+
],
|
| 42 |
+
[
|
| 43 |
+
685,
|
| 44 |
+
778
|
| 45 |
+
],
|
| 46 |
+
[
|
| 47 |
+
320,
|
| 48 |
+
846
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
562,
|
| 52 |
+
234
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
153,
|
| 56 |
+
666
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
306,
|
| 60 |
+
433
|
| 61 |
+
],
|
| 62 |
+
[
|
| 63 |
+
717,
|
| 64 |
+
501
|
| 65 |
+
]
|
| 66 |
+
],
|
| 67 |
+
"depots": [
|
| 68 |
+
0
|
| 69 |
+
],
|
| 70 |
+
"customers": [
|
| 71 |
+
1,
|
| 72 |
+
2,
|
| 73 |
+
3,
|
| 74 |
+
4,
|
| 75 |
+
5,
|
| 76 |
+
6,
|
| 77 |
+
7,
|
| 78 |
+
8,
|
| 79 |
+
9,
|
| 80 |
+
10
|
| 81 |
+
],
|
| 82 |
+
"metrics": {
|
| 83 |
+
"total_cost": 2518.4107352692204,
|
| 84 |
+
"cvr": 0.0,
|
| 85 |
+
"feasibility": 1.0,
|
| 86 |
+
"runtime": 0.010249137878417969,
|
| 87 |
+
"robustness": 0.08724324843972993
|
| 88 |
+
}
|
| 89 |
+
}
|
data/cvrp_10_single_depot_single_vehicule_sumDemands_NN+2opt_1.json
ADDED
|
@@ -0,0 +1,89 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp_10_single_depot_single_vehicule_sumDemands",
|
| 3 |
+
"solver": "NN+2opt",
|
| 4 |
+
"instance": 1,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
9,
|
| 9 |
+
2,
|
| 10 |
+
5,
|
| 11 |
+
4,
|
| 12 |
+
10,
|
| 13 |
+
8,
|
| 14 |
+
6,
|
| 15 |
+
3,
|
| 16 |
+
7,
|
| 17 |
+
1,
|
| 18 |
+
0
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"locations": [
|
| 22 |
+
[
|
| 23 |
+
418,
|
| 24 |
+
543
|
| 25 |
+
],
|
| 26 |
+
[
|
| 27 |
+
38,
|
| 28 |
+
332
|
| 29 |
+
],
|
| 30 |
+
[
|
| 31 |
+
336,
|
| 32 |
+
537
|
| 33 |
+
],
|
| 34 |
+
[
|
| 35 |
+
365,
|
| 36 |
+
760
|
| 37 |
+
],
|
| 38 |
+
[
|
| 39 |
+
278,
|
| 40 |
+
450
|
| 41 |
+
],
|
| 42 |
+
[
|
| 43 |
+
265,
|
| 44 |
+
573
|
| 45 |
+
],
|
| 46 |
+
[
|
| 47 |
+
711,
|
| 48 |
+
589
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
489,
|
| 52 |
+
962
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
801,
|
| 56 |
+
422
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
413,
|
| 60 |
+
506
|
| 61 |
+
],
|
| 62 |
+
[
|
| 63 |
+
485,
|
| 64 |
+
296
|
| 65 |
+
]
|
| 66 |
+
],
|
| 67 |
+
"depots": [
|
| 68 |
+
0
|
| 69 |
+
],
|
| 70 |
+
"customers": [
|
| 71 |
+
1,
|
| 72 |
+
2,
|
| 73 |
+
3,
|
| 74 |
+
4,
|
| 75 |
+
5,
|
| 76 |
+
6,
|
| 77 |
+
7,
|
| 78 |
+
8,
|
| 79 |
+
9,
|
| 80 |
+
10
|
| 81 |
+
],
|
| 82 |
+
"metrics": {
|
| 83 |
+
"total_cost": 2945.2180139548104,
|
| 84 |
+
"cvr": 0.0,
|
| 85 |
+
"feasibility": 1.0,
|
| 86 |
+
"runtime": 0.0,
|
| 87 |
+
"robustness": 0.08984640919893358
|
| 88 |
+
}
|
| 89 |
+
}
|
data/cvrp_10_single_depot_single_vehicule_sumDemands_OR-Tools_0.json
ADDED
|
@@ -0,0 +1,89 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp_10_single_depot_single_vehicule_sumDemands",
|
| 3 |
+
"solver": "OR-Tools",
|
| 4 |
+
"instance": 0,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
3,
|
| 9 |
+
8,
|
| 10 |
+
6,
|
| 11 |
+
5,
|
| 12 |
+
10,
|
| 13 |
+
7,
|
| 14 |
+
1,
|
| 15 |
+
2,
|
| 16 |
+
4,
|
| 17 |
+
9,
|
| 18 |
+
0
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"locations": [
|
| 22 |
+
[
|
| 23 |
+
379,
|
| 24 |
+
505
|
| 25 |
+
],
|
| 26 |
+
[
|
| 27 |
+
385,
|
| 28 |
+
342
|
| 29 |
+
],
|
| 30 |
+
[
|
| 31 |
+
159,
|
| 32 |
+
229
|
| 33 |
+
],
|
| 34 |
+
[
|
| 35 |
+
229,
|
| 36 |
+
596
|
| 37 |
+
],
|
| 38 |
+
[
|
| 39 |
+
274,
|
| 40 |
+
428
|
| 41 |
+
],
|
| 42 |
+
[
|
| 43 |
+
685,
|
| 44 |
+
778
|
| 45 |
+
],
|
| 46 |
+
[
|
| 47 |
+
320,
|
| 48 |
+
846
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
562,
|
| 52 |
+
234
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
153,
|
| 56 |
+
666
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
306,
|
| 60 |
+
433
|
| 61 |
+
],
|
| 62 |
+
[
|
| 63 |
+
717,
|
| 64 |
+
501
|
| 65 |
+
]
|
| 66 |
+
],
|
| 67 |
+
"depots": [
|
| 68 |
+
0
|
| 69 |
+
],
|
| 70 |
+
"customers": [
|
| 71 |
+
1,
|
| 72 |
+
2,
|
| 73 |
+
3,
|
| 74 |
+
4,
|
| 75 |
+
5,
|
| 76 |
+
6,
|
| 77 |
+
7,
|
| 78 |
+
8,
|
| 79 |
+
9,
|
| 80 |
+
10
|
| 81 |
+
],
|
| 82 |
+
"metrics": {
|
| 83 |
+
"total_cost": 2309.4261720564646,
|
| 84 |
+
"cvr": 0.0,
|
| 85 |
+
"feasibility": 1.0,
|
| 86 |
+
"runtime": 1.0331308841705322,
|
| 87 |
+
"robustness": 0.07925245316835867
|
| 88 |
+
}
|
| 89 |
+
}
|
data/cvrp_10_single_depot_single_vehicule_sumDemands_OR-Tools_1.json
ADDED
|
@@ -0,0 +1,89 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp_10_single_depot_single_vehicule_sumDemands",
|
| 3 |
+
"solver": "OR-Tools",
|
| 4 |
+
"instance": 1,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
9,
|
| 9 |
+
10,
|
| 10 |
+
8,
|
| 11 |
+
6,
|
| 12 |
+
7,
|
| 13 |
+
3,
|
| 14 |
+
5,
|
| 15 |
+
1,
|
| 16 |
+
4,
|
| 17 |
+
2,
|
| 18 |
+
0
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"locations": [
|
| 22 |
+
[
|
| 23 |
+
418,
|
| 24 |
+
543
|
| 25 |
+
],
|
| 26 |
+
[
|
| 27 |
+
38,
|
| 28 |
+
332
|
| 29 |
+
],
|
| 30 |
+
[
|
| 31 |
+
336,
|
| 32 |
+
537
|
| 33 |
+
],
|
| 34 |
+
[
|
| 35 |
+
365,
|
| 36 |
+
760
|
| 37 |
+
],
|
| 38 |
+
[
|
| 39 |
+
278,
|
| 40 |
+
450
|
| 41 |
+
],
|
| 42 |
+
[
|
| 43 |
+
265,
|
| 44 |
+
573
|
| 45 |
+
],
|
| 46 |
+
[
|
| 47 |
+
711,
|
| 48 |
+
589
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
489,
|
| 52 |
+
962
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
801,
|
| 56 |
+
422
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
413,
|
| 60 |
+
506
|
| 61 |
+
],
|
| 62 |
+
[
|
| 63 |
+
485,
|
| 64 |
+
296
|
| 65 |
+
]
|
| 66 |
+
],
|
| 67 |
+
"depots": [
|
| 68 |
+
0
|
| 69 |
+
],
|
| 70 |
+
"customers": [
|
| 71 |
+
1,
|
| 72 |
+
2,
|
| 73 |
+
3,
|
| 74 |
+
4,
|
| 75 |
+
5,
|
| 76 |
+
6,
|
| 77 |
+
7,
|
| 78 |
+
8,
|
| 79 |
+
9,
|
| 80 |
+
10
|
| 81 |
+
],
|
| 82 |
+
"metrics": {
|
| 83 |
+
"total_cost": 2459.0354881349863,
|
| 84 |
+
"cvr": 0.0,
|
| 85 |
+
"feasibility": 1.0,
|
| 86 |
+
"runtime": 1.006530523300171,
|
| 87 |
+
"robustness": 0.10739568017144874
|
| 88 |
+
}
|
| 89 |
+
}
|
data/cvrp_10_single_depot_single_vehicule_sumDemands_Tabu_Search_0.json
ADDED
|
@@ -0,0 +1,89 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp_10_single_depot_single_vehicule_sumDemands",
|
| 3 |
+
"solver": "Tabu Search",
|
| 4 |
+
"instance": 0,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
4,
|
| 9 |
+
9,
|
| 10 |
+
1,
|
| 11 |
+
7,
|
| 12 |
+
10,
|
| 13 |
+
5,
|
| 14 |
+
6,
|
| 15 |
+
8,
|
| 16 |
+
3,
|
| 17 |
+
2,
|
| 18 |
+
0
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"locations": [
|
| 22 |
+
[
|
| 23 |
+
379,
|
| 24 |
+
505
|
| 25 |
+
],
|
| 26 |
+
[
|
| 27 |
+
385,
|
| 28 |
+
342
|
| 29 |
+
],
|
| 30 |
+
[
|
| 31 |
+
159,
|
| 32 |
+
229
|
| 33 |
+
],
|
| 34 |
+
[
|
| 35 |
+
229,
|
| 36 |
+
596
|
| 37 |
+
],
|
| 38 |
+
[
|
| 39 |
+
274,
|
| 40 |
+
428
|
| 41 |
+
],
|
| 42 |
+
[
|
| 43 |
+
685,
|
| 44 |
+
778
|
| 45 |
+
],
|
| 46 |
+
[
|
| 47 |
+
320,
|
| 48 |
+
846
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
562,
|
| 52 |
+
234
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
153,
|
| 56 |
+
666
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
306,
|
| 60 |
+
433
|
| 61 |
+
],
|
| 62 |
+
[
|
| 63 |
+
717,
|
| 64 |
+
501
|
| 65 |
+
]
|
| 66 |
+
],
|
| 67 |
+
"depots": [
|
| 68 |
+
0
|
| 69 |
+
],
|
| 70 |
+
"customers": [
|
| 71 |
+
1,
|
| 72 |
+
2,
|
| 73 |
+
3,
|
| 74 |
+
4,
|
| 75 |
+
5,
|
| 76 |
+
6,
|
| 77 |
+
7,
|
| 78 |
+
8,
|
| 79 |
+
9,
|
| 80 |
+
10
|
| 81 |
+
],
|
| 82 |
+
"metrics": {
|
| 83 |
+
"total_cost": 2526.1295392502193,
|
| 84 |
+
"cvr": 0.0,
|
| 85 |
+
"feasibility": 1.0,
|
| 86 |
+
"runtime": 0.01227879524230957,
|
| 87 |
+
"robustness": 0.1145283267778485
|
| 88 |
+
}
|
| 89 |
+
}
|
data/cvrp_10_single_depot_single_vehicule_sumDemands_Tabu_Search_1.json
ADDED
|
@@ -0,0 +1,89 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp_10_single_depot_single_vehicule_sumDemands",
|
| 3 |
+
"solver": "Tabu Search",
|
| 4 |
+
"instance": 1,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
9,
|
| 9 |
+
2,
|
| 10 |
+
5,
|
| 11 |
+
4,
|
| 12 |
+
10,
|
| 13 |
+
8,
|
| 14 |
+
6,
|
| 15 |
+
3,
|
| 16 |
+
7,
|
| 17 |
+
1,
|
| 18 |
+
0
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"locations": [
|
| 22 |
+
[
|
| 23 |
+
418,
|
| 24 |
+
543
|
| 25 |
+
],
|
| 26 |
+
[
|
| 27 |
+
38,
|
| 28 |
+
332
|
| 29 |
+
],
|
| 30 |
+
[
|
| 31 |
+
336,
|
| 32 |
+
537
|
| 33 |
+
],
|
| 34 |
+
[
|
| 35 |
+
365,
|
| 36 |
+
760
|
| 37 |
+
],
|
| 38 |
+
[
|
| 39 |
+
278,
|
| 40 |
+
450
|
| 41 |
+
],
|
| 42 |
+
[
|
| 43 |
+
265,
|
| 44 |
+
573
|
| 45 |
+
],
|
| 46 |
+
[
|
| 47 |
+
711,
|
| 48 |
+
589
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
489,
|
| 52 |
+
962
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
801,
|
| 56 |
+
422
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
413,
|
| 60 |
+
506
|
| 61 |
+
],
|
| 62 |
+
[
|
| 63 |
+
485,
|
| 64 |
+
296
|
| 65 |
+
]
|
| 66 |
+
],
|
| 67 |
+
"depots": [
|
| 68 |
+
0
|
| 69 |
+
],
|
| 70 |
+
"customers": [
|
| 71 |
+
1,
|
| 72 |
+
2,
|
| 73 |
+
3,
|
| 74 |
+
4,
|
| 75 |
+
5,
|
| 76 |
+
6,
|
| 77 |
+
7,
|
| 78 |
+
8,
|
| 79 |
+
9,
|
| 80 |
+
10
|
| 81 |
+
],
|
| 82 |
+
"metrics": {
|
| 83 |
+
"total_cost": 2945.396671497931,
|
| 84 |
+
"cvr": 0.0,
|
| 85 |
+
"feasibility": 1.0,
|
| 86 |
+
"runtime": 0.01035165786743164,
|
| 87 |
+
"robustness": 0.09727974873827804
|
| 88 |
+
}
|
| 89 |
+
}
|
data/cvrp_20_multi_depot_ACO_0.json
ADDED
|
@@ -0,0 +1,149 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp_20_multi_depot",
|
| 3 |
+
"solver": "ACO",
|
| 4 |
+
"instance": 0,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
1,
|
| 9 |
+
17,
|
| 10 |
+
8,
|
| 11 |
+
15,
|
| 12 |
+
4,
|
| 13 |
+
3,
|
| 14 |
+
14,
|
| 15 |
+
5,
|
| 16 |
+
16,
|
| 17 |
+
13,
|
| 18 |
+
12,
|
| 19 |
+
7,
|
| 20 |
+
10,
|
| 21 |
+
9,
|
| 22 |
+
11,
|
| 23 |
+
19,
|
| 24 |
+
18,
|
| 25 |
+
20,
|
| 26 |
+
2,
|
| 27 |
+
6,
|
| 28 |
+
0
|
| 29 |
+
]
|
| 30 |
+
],
|
| 31 |
+
"locations": [
|
| 32 |
+
[
|
| 33 |
+
512,
|
| 34 |
+
449
|
| 35 |
+
],
|
| 36 |
+
[
|
| 37 |
+
550,
|
| 38 |
+
459
|
| 39 |
+
],
|
| 40 |
+
[
|
| 41 |
+
239,
|
| 42 |
+
824
|
| 43 |
+
],
|
| 44 |
+
[
|
| 45 |
+
643,
|
| 46 |
+
534
|
| 47 |
+
],
|
| 48 |
+
[
|
| 49 |
+
648,
|
| 50 |
+
434
|
| 51 |
+
],
|
| 52 |
+
[
|
| 53 |
+
932,
|
| 54 |
+
598
|
| 55 |
+
],
|
| 56 |
+
[
|
| 57 |
+
431,
|
| 58 |
+
938
|
| 59 |
+
],
|
| 60 |
+
[
|
| 61 |
+
420,
|
| 62 |
+
265
|
| 63 |
+
],
|
| 64 |
+
[
|
| 65 |
+
594,
|
| 66 |
+
361
|
| 67 |
+
],
|
| 68 |
+
[
|
| 69 |
+
229,
|
| 70 |
+
236
|
| 71 |
+
],
|
| 72 |
+
[
|
| 73 |
+
387,
|
| 74 |
+
169
|
| 75 |
+
],
|
| 76 |
+
[
|
| 77 |
+
397,
|
| 78 |
+
496
|
| 79 |
+
],
|
| 80 |
+
[
|
| 81 |
+
447,
|
| 82 |
+
290
|
| 83 |
+
],
|
| 84 |
+
[
|
| 85 |
+
566,
|
| 86 |
+
171
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
826,
|
| 90 |
+
594
|
| 91 |
+
],
|
| 92 |
+
[
|
| 93 |
+
649,
|
| 94 |
+
374
|
| 95 |
+
],
|
| 96 |
+
[
|
| 97 |
+
832,
|
| 98 |
+
271
|
| 99 |
+
],
|
| 100 |
+
[
|
| 101 |
+
550,
|
| 102 |
+
424
|
| 103 |
+
],
|
| 104 |
+
[
|
| 105 |
+
465,
|
| 106 |
+
440
|
| 107 |
+
],
|
| 108 |
+
[
|
| 109 |
+
388,
|
| 110 |
+
528
|
| 111 |
+
],
|
| 112 |
+
[
|
| 113 |
+
51,
|
| 114 |
+
576
|
| 115 |
+
]
|
| 116 |
+
],
|
| 117 |
+
"depots": [
|
| 118 |
+
0
|
| 119 |
+
],
|
| 120 |
+
"customers": [
|
| 121 |
+
1,
|
| 122 |
+
2,
|
| 123 |
+
3,
|
| 124 |
+
4,
|
| 125 |
+
5,
|
| 126 |
+
6,
|
| 127 |
+
7,
|
| 128 |
+
8,
|
| 129 |
+
9,
|
| 130 |
+
10,
|
| 131 |
+
11,
|
| 132 |
+
12,
|
| 133 |
+
13,
|
| 134 |
+
14,
|
| 135 |
+
15,
|
| 136 |
+
16,
|
| 137 |
+
17,
|
| 138 |
+
18,
|
| 139 |
+
19,
|
| 140 |
+
20
|
| 141 |
+
],
|
| 142 |
+
"metrics": {
|
| 143 |
+
"total_cost": 3698.787059530339,
|
| 144 |
+
"cvr": 0.0,
|
| 145 |
+
"feasibility": 1.0,
|
| 146 |
+
"runtime": 0.027492046356201172,
|
| 147 |
+
"robustness": 0.029191012531991172
|
| 148 |
+
}
|
| 149 |
+
}
|
data/cvrp_20_multi_depot_ACO_1.json
ADDED
|
@@ -0,0 +1,149 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp_20_multi_depot",
|
| 3 |
+
"solver": "ACO",
|
| 4 |
+
"instance": 1,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
2,
|
| 9 |
+
15,
|
| 10 |
+
5,
|
| 11 |
+
7,
|
| 12 |
+
1,
|
| 13 |
+
12,
|
| 14 |
+
14,
|
| 15 |
+
13,
|
| 16 |
+
11,
|
| 17 |
+
4,
|
| 18 |
+
19,
|
| 19 |
+
6,
|
| 20 |
+
18,
|
| 21 |
+
17,
|
| 22 |
+
8,
|
| 23 |
+
9,
|
| 24 |
+
16,
|
| 25 |
+
20,
|
| 26 |
+
10,
|
| 27 |
+
3,
|
| 28 |
+
0
|
| 29 |
+
]
|
| 30 |
+
],
|
| 31 |
+
"locations": [
|
| 32 |
+
[
|
| 33 |
+
503,
|
| 34 |
+
537
|
| 35 |
+
],
|
| 36 |
+
[
|
| 37 |
+
657,
|
| 38 |
+
769
|
| 39 |
+
],
|
| 40 |
+
[
|
| 41 |
+
607,
|
| 42 |
+
556
|
| 43 |
+
],
|
| 44 |
+
[
|
| 45 |
+
806,
|
| 46 |
+
160
|
| 47 |
+
],
|
| 48 |
+
[
|
| 49 |
+
526,
|
| 50 |
+
401
|
| 51 |
+
],
|
| 52 |
+
[
|
| 53 |
+
612,
|
| 54 |
+
629
|
| 55 |
+
],
|
| 56 |
+
[
|
| 57 |
+
336,
|
| 58 |
+
623
|
| 59 |
+
],
|
| 60 |
+
[
|
| 61 |
+
600,
|
| 62 |
+
667
|
| 63 |
+
],
|
| 64 |
+
[
|
| 65 |
+
247,
|
| 66 |
+
886
|
| 67 |
+
],
|
| 68 |
+
[
|
| 69 |
+
421,
|
| 70 |
+
903
|
| 71 |
+
],
|
| 72 |
+
[
|
| 73 |
+
252,
|
| 74 |
+
0
|
| 75 |
+
],
|
| 76 |
+
[
|
| 77 |
+
540,
|
| 78 |
+
425
|
| 79 |
+
],
|
| 80 |
+
[
|
| 81 |
+
669,
|
| 82 |
+
856
|
| 83 |
+
],
|
| 84 |
+
[
|
| 85 |
+
666,
|
| 86 |
+
390
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
860,
|
| 90 |
+
748
|
| 91 |
+
],
|
| 92 |
+
[
|
| 93 |
+
616,
|
| 94 |
+
605
|
| 95 |
+
],
|
| 96 |
+
[
|
| 97 |
+
302,
|
| 98 |
+
272
|
| 99 |
+
],
|
| 100 |
+
[
|
| 101 |
+
218,
|
| 102 |
+
630
|
| 103 |
+
],
|
| 104 |
+
[
|
| 105 |
+
326,
|
| 106 |
+
634
|
| 107 |
+
],
|
| 108 |
+
[
|
| 109 |
+
410,
|
| 110 |
+
439
|
| 111 |
+
],
|
| 112 |
+
[
|
| 113 |
+
397,
|
| 114 |
+
146
|
| 115 |
+
]
|
| 116 |
+
],
|
| 117 |
+
"depots": [
|
| 118 |
+
0
|
| 119 |
+
],
|
| 120 |
+
"customers": [
|
| 121 |
+
1,
|
| 122 |
+
2,
|
| 123 |
+
3,
|
| 124 |
+
4,
|
| 125 |
+
5,
|
| 126 |
+
6,
|
| 127 |
+
7,
|
| 128 |
+
8,
|
| 129 |
+
9,
|
| 130 |
+
10,
|
| 131 |
+
11,
|
| 132 |
+
12,
|
| 133 |
+
13,
|
| 134 |
+
14,
|
| 135 |
+
15,
|
| 136 |
+
16,
|
| 137 |
+
17,
|
| 138 |
+
18,
|
| 139 |
+
19,
|
| 140 |
+
20
|
| 141 |
+
],
|
| 142 |
+
"metrics": {
|
| 143 |
+
"total_cost": 4153.715473084126,
|
| 144 |
+
"cvr": 0.0,
|
| 145 |
+
"feasibility": 1.0,
|
| 146 |
+
"runtime": 0.026031017303466797,
|
| 147 |
+
"robustness": 0.029033949905517407
|
| 148 |
+
}
|
| 149 |
+
}
|
data/cvrp_20_multi_depot_NN+2opt_0.json
ADDED
|
@@ -0,0 +1,149 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp_20_multi_depot",
|
| 3 |
+
"solver": "NN+2opt",
|
| 4 |
+
"instance": 0,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
1,
|
| 9 |
+
17,
|
| 10 |
+
8,
|
| 11 |
+
15,
|
| 12 |
+
4,
|
| 13 |
+
3,
|
| 14 |
+
14,
|
| 15 |
+
5,
|
| 16 |
+
16,
|
| 17 |
+
13,
|
| 18 |
+
12,
|
| 19 |
+
7,
|
| 20 |
+
10,
|
| 21 |
+
9,
|
| 22 |
+
11,
|
| 23 |
+
19,
|
| 24 |
+
18,
|
| 25 |
+
20,
|
| 26 |
+
2,
|
| 27 |
+
6,
|
| 28 |
+
0
|
| 29 |
+
]
|
| 30 |
+
],
|
| 31 |
+
"locations": [
|
| 32 |
+
[
|
| 33 |
+
512,
|
| 34 |
+
449
|
| 35 |
+
],
|
| 36 |
+
[
|
| 37 |
+
550,
|
| 38 |
+
459
|
| 39 |
+
],
|
| 40 |
+
[
|
| 41 |
+
239,
|
| 42 |
+
824
|
| 43 |
+
],
|
| 44 |
+
[
|
| 45 |
+
643,
|
| 46 |
+
534
|
| 47 |
+
],
|
| 48 |
+
[
|
| 49 |
+
648,
|
| 50 |
+
434
|
| 51 |
+
],
|
| 52 |
+
[
|
| 53 |
+
932,
|
| 54 |
+
598
|
| 55 |
+
],
|
| 56 |
+
[
|
| 57 |
+
431,
|
| 58 |
+
938
|
| 59 |
+
],
|
| 60 |
+
[
|
| 61 |
+
420,
|
| 62 |
+
265
|
| 63 |
+
],
|
| 64 |
+
[
|
| 65 |
+
594,
|
| 66 |
+
361
|
| 67 |
+
],
|
| 68 |
+
[
|
| 69 |
+
229,
|
| 70 |
+
236
|
| 71 |
+
],
|
| 72 |
+
[
|
| 73 |
+
387,
|
| 74 |
+
169
|
| 75 |
+
],
|
| 76 |
+
[
|
| 77 |
+
397,
|
| 78 |
+
496
|
| 79 |
+
],
|
| 80 |
+
[
|
| 81 |
+
447,
|
| 82 |
+
290
|
| 83 |
+
],
|
| 84 |
+
[
|
| 85 |
+
566,
|
| 86 |
+
171
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
826,
|
| 90 |
+
594
|
| 91 |
+
],
|
| 92 |
+
[
|
| 93 |
+
649,
|
| 94 |
+
374
|
| 95 |
+
],
|
| 96 |
+
[
|
| 97 |
+
832,
|
| 98 |
+
271
|
| 99 |
+
],
|
| 100 |
+
[
|
| 101 |
+
550,
|
| 102 |
+
424
|
| 103 |
+
],
|
| 104 |
+
[
|
| 105 |
+
465,
|
| 106 |
+
440
|
| 107 |
+
],
|
| 108 |
+
[
|
| 109 |
+
388,
|
| 110 |
+
528
|
| 111 |
+
],
|
| 112 |
+
[
|
| 113 |
+
51,
|
| 114 |
+
576
|
| 115 |
+
]
|
| 116 |
+
],
|
| 117 |
+
"depots": [
|
| 118 |
+
0
|
| 119 |
+
],
|
| 120 |
+
"customers": [
|
| 121 |
+
1,
|
| 122 |
+
2,
|
| 123 |
+
3,
|
| 124 |
+
4,
|
| 125 |
+
5,
|
| 126 |
+
6,
|
| 127 |
+
7,
|
| 128 |
+
8,
|
| 129 |
+
9,
|
| 130 |
+
10,
|
| 131 |
+
11,
|
| 132 |
+
12,
|
| 133 |
+
13,
|
| 134 |
+
14,
|
| 135 |
+
15,
|
| 136 |
+
16,
|
| 137 |
+
17,
|
| 138 |
+
18,
|
| 139 |
+
19,
|
| 140 |
+
20
|
| 141 |
+
],
|
| 142 |
+
"metrics": {
|
| 143 |
+
"total_cost": 3698.8029082223784,
|
| 144 |
+
"cvr": 0.0,
|
| 145 |
+
"feasibility": 1.0,
|
| 146 |
+
"runtime": 0.0028498172760009766,
|
| 147 |
+
"robustness": 0.16104209191806176
|
| 148 |
+
}
|
| 149 |
+
}
|
data/cvrp_20_multi_depot_NN+2opt_1.json
ADDED
|
@@ -0,0 +1,149 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp_20_multi_depot",
|
| 3 |
+
"solver": "NN+2opt",
|
| 4 |
+
"instance": 1,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
2,
|
| 9 |
+
15,
|
| 10 |
+
5,
|
| 11 |
+
7,
|
| 12 |
+
1,
|
| 13 |
+
12,
|
| 14 |
+
14,
|
| 15 |
+
13,
|
| 16 |
+
11,
|
| 17 |
+
4,
|
| 18 |
+
19,
|
| 19 |
+
6,
|
| 20 |
+
18,
|
| 21 |
+
17,
|
| 22 |
+
8,
|
| 23 |
+
9,
|
| 24 |
+
16,
|
| 25 |
+
20,
|
| 26 |
+
10,
|
| 27 |
+
3,
|
| 28 |
+
0
|
| 29 |
+
]
|
| 30 |
+
],
|
| 31 |
+
"locations": [
|
| 32 |
+
[
|
| 33 |
+
503,
|
| 34 |
+
537
|
| 35 |
+
],
|
| 36 |
+
[
|
| 37 |
+
657,
|
| 38 |
+
769
|
| 39 |
+
],
|
| 40 |
+
[
|
| 41 |
+
607,
|
| 42 |
+
556
|
| 43 |
+
],
|
| 44 |
+
[
|
| 45 |
+
806,
|
| 46 |
+
160
|
| 47 |
+
],
|
| 48 |
+
[
|
| 49 |
+
526,
|
| 50 |
+
401
|
| 51 |
+
],
|
| 52 |
+
[
|
| 53 |
+
612,
|
| 54 |
+
629
|
| 55 |
+
],
|
| 56 |
+
[
|
| 57 |
+
336,
|
| 58 |
+
623
|
| 59 |
+
],
|
| 60 |
+
[
|
| 61 |
+
600,
|
| 62 |
+
667
|
| 63 |
+
],
|
| 64 |
+
[
|
| 65 |
+
247,
|
| 66 |
+
886
|
| 67 |
+
],
|
| 68 |
+
[
|
| 69 |
+
421,
|
| 70 |
+
903
|
| 71 |
+
],
|
| 72 |
+
[
|
| 73 |
+
252,
|
| 74 |
+
0
|
| 75 |
+
],
|
| 76 |
+
[
|
| 77 |
+
540,
|
| 78 |
+
425
|
| 79 |
+
],
|
| 80 |
+
[
|
| 81 |
+
669,
|
| 82 |
+
856
|
| 83 |
+
],
|
| 84 |
+
[
|
| 85 |
+
666,
|
| 86 |
+
390
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
860,
|
| 90 |
+
748
|
| 91 |
+
],
|
| 92 |
+
[
|
| 93 |
+
616,
|
| 94 |
+
605
|
| 95 |
+
],
|
| 96 |
+
[
|
| 97 |
+
302,
|
| 98 |
+
272
|
| 99 |
+
],
|
| 100 |
+
[
|
| 101 |
+
218,
|
| 102 |
+
630
|
| 103 |
+
],
|
| 104 |
+
[
|
| 105 |
+
326,
|
| 106 |
+
634
|
| 107 |
+
],
|
| 108 |
+
[
|
| 109 |
+
410,
|
| 110 |
+
439
|
| 111 |
+
],
|
| 112 |
+
[
|
| 113 |
+
397,
|
| 114 |
+
146
|
| 115 |
+
]
|
| 116 |
+
],
|
| 117 |
+
"depots": [
|
| 118 |
+
0
|
| 119 |
+
],
|
| 120 |
+
"customers": [
|
| 121 |
+
1,
|
| 122 |
+
2,
|
| 123 |
+
3,
|
| 124 |
+
4,
|
| 125 |
+
5,
|
| 126 |
+
6,
|
| 127 |
+
7,
|
| 128 |
+
8,
|
| 129 |
+
9,
|
| 130 |
+
10,
|
| 131 |
+
11,
|
| 132 |
+
12,
|
| 133 |
+
13,
|
| 134 |
+
14,
|
| 135 |
+
15,
|
| 136 |
+
16,
|
| 137 |
+
17,
|
| 138 |
+
18,
|
| 139 |
+
19,
|
| 140 |
+
20
|
| 141 |
+
],
|
| 142 |
+
"metrics": {
|
| 143 |
+
"total_cost": 4153.5613254592,
|
| 144 |
+
"cvr": 0.0,
|
| 145 |
+
"feasibility": 1.0,
|
| 146 |
+
"runtime": 0.008522987365722656,
|
| 147 |
+
"robustness": 0.12483922419962122
|
| 148 |
+
}
|
| 149 |
+
}
|
data/cvrp_20_multi_depot_OR-Tools_0.json
ADDED
|
@@ -0,0 +1,149 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp_20_multi_depot",
|
| 3 |
+
"solver": "OR-Tools",
|
| 4 |
+
"instance": 0,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
18,
|
| 9 |
+
11,
|
| 10 |
+
19,
|
| 11 |
+
6,
|
| 12 |
+
2,
|
| 13 |
+
20,
|
| 14 |
+
9,
|
| 15 |
+
10,
|
| 16 |
+
7,
|
| 17 |
+
12,
|
| 18 |
+
13,
|
| 19 |
+
16,
|
| 20 |
+
5,
|
| 21 |
+
14,
|
| 22 |
+
3,
|
| 23 |
+
4,
|
| 24 |
+
15,
|
| 25 |
+
8,
|
| 26 |
+
17,
|
| 27 |
+
1,
|
| 28 |
+
0
|
| 29 |
+
]
|
| 30 |
+
],
|
| 31 |
+
"locations": [
|
| 32 |
+
[
|
| 33 |
+
512,
|
| 34 |
+
449
|
| 35 |
+
],
|
| 36 |
+
[
|
| 37 |
+
550,
|
| 38 |
+
459
|
| 39 |
+
],
|
| 40 |
+
[
|
| 41 |
+
239,
|
| 42 |
+
824
|
| 43 |
+
],
|
| 44 |
+
[
|
| 45 |
+
643,
|
| 46 |
+
534
|
| 47 |
+
],
|
| 48 |
+
[
|
| 49 |
+
648,
|
| 50 |
+
434
|
| 51 |
+
],
|
| 52 |
+
[
|
| 53 |
+
932,
|
| 54 |
+
598
|
| 55 |
+
],
|
| 56 |
+
[
|
| 57 |
+
431,
|
| 58 |
+
938
|
| 59 |
+
],
|
| 60 |
+
[
|
| 61 |
+
420,
|
| 62 |
+
265
|
| 63 |
+
],
|
| 64 |
+
[
|
| 65 |
+
594,
|
| 66 |
+
361
|
| 67 |
+
],
|
| 68 |
+
[
|
| 69 |
+
229,
|
| 70 |
+
236
|
| 71 |
+
],
|
| 72 |
+
[
|
| 73 |
+
387,
|
| 74 |
+
169
|
| 75 |
+
],
|
| 76 |
+
[
|
| 77 |
+
397,
|
| 78 |
+
496
|
| 79 |
+
],
|
| 80 |
+
[
|
| 81 |
+
447,
|
| 82 |
+
290
|
| 83 |
+
],
|
| 84 |
+
[
|
| 85 |
+
566,
|
| 86 |
+
171
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
826,
|
| 90 |
+
594
|
| 91 |
+
],
|
| 92 |
+
[
|
| 93 |
+
649,
|
| 94 |
+
374
|
| 95 |
+
],
|
| 96 |
+
[
|
| 97 |
+
832,
|
| 98 |
+
271
|
| 99 |
+
],
|
| 100 |
+
[
|
| 101 |
+
550,
|
| 102 |
+
424
|
| 103 |
+
],
|
| 104 |
+
[
|
| 105 |
+
465,
|
| 106 |
+
440
|
| 107 |
+
],
|
| 108 |
+
[
|
| 109 |
+
388,
|
| 110 |
+
528
|
| 111 |
+
],
|
| 112 |
+
[
|
| 113 |
+
51,
|
| 114 |
+
576
|
| 115 |
+
]
|
| 116 |
+
],
|
| 117 |
+
"depots": [
|
| 118 |
+
0
|
| 119 |
+
],
|
| 120 |
+
"customers": [
|
| 121 |
+
1,
|
| 122 |
+
2,
|
| 123 |
+
3,
|
| 124 |
+
4,
|
| 125 |
+
5,
|
| 126 |
+
6,
|
| 127 |
+
7,
|
| 128 |
+
8,
|
| 129 |
+
9,
|
| 130 |
+
10,
|
| 131 |
+
11,
|
| 132 |
+
12,
|
| 133 |
+
13,
|
| 134 |
+
14,
|
| 135 |
+
15,
|
| 136 |
+
16,
|
| 137 |
+
17,
|
| 138 |
+
18,
|
| 139 |
+
19,
|
| 140 |
+
20
|
| 141 |
+
],
|
| 142 |
+
"metrics": {
|
| 143 |
+
"total_cost": 3272.7719052161374,
|
| 144 |
+
"cvr": 0.0,
|
| 145 |
+
"feasibility": 1.0,
|
| 146 |
+
"runtime": 1.0052976608276367,
|
| 147 |
+
"robustness": 0.05122276489708336
|
| 148 |
+
}
|
| 149 |
+
}
|
data/cvrp_20_multi_depot_OR-Tools_1.json
ADDED
|
@@ -0,0 +1,149 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp_20_multi_depot",
|
| 3 |
+
"solver": "OR-Tools",
|
| 4 |
+
"instance": 1,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
2,
|
| 9 |
+
15,
|
| 10 |
+
5,
|
| 11 |
+
7,
|
| 12 |
+
1,
|
| 13 |
+
14,
|
| 14 |
+
12,
|
| 15 |
+
9,
|
| 16 |
+
8,
|
| 17 |
+
17,
|
| 18 |
+
18,
|
| 19 |
+
6,
|
| 20 |
+
19,
|
| 21 |
+
16,
|
| 22 |
+
10,
|
| 23 |
+
20,
|
| 24 |
+
3,
|
| 25 |
+
13,
|
| 26 |
+
4,
|
| 27 |
+
11,
|
| 28 |
+
0
|
| 29 |
+
]
|
| 30 |
+
],
|
| 31 |
+
"locations": [
|
| 32 |
+
[
|
| 33 |
+
503,
|
| 34 |
+
537
|
| 35 |
+
],
|
| 36 |
+
[
|
| 37 |
+
657,
|
| 38 |
+
769
|
| 39 |
+
],
|
| 40 |
+
[
|
| 41 |
+
607,
|
| 42 |
+
556
|
| 43 |
+
],
|
| 44 |
+
[
|
| 45 |
+
806,
|
| 46 |
+
160
|
| 47 |
+
],
|
| 48 |
+
[
|
| 49 |
+
526,
|
| 50 |
+
401
|
| 51 |
+
],
|
| 52 |
+
[
|
| 53 |
+
612,
|
| 54 |
+
629
|
| 55 |
+
],
|
| 56 |
+
[
|
| 57 |
+
336,
|
| 58 |
+
623
|
| 59 |
+
],
|
| 60 |
+
[
|
| 61 |
+
600,
|
| 62 |
+
667
|
| 63 |
+
],
|
| 64 |
+
[
|
| 65 |
+
247,
|
| 66 |
+
886
|
| 67 |
+
],
|
| 68 |
+
[
|
| 69 |
+
421,
|
| 70 |
+
903
|
| 71 |
+
],
|
| 72 |
+
[
|
| 73 |
+
252,
|
| 74 |
+
0
|
| 75 |
+
],
|
| 76 |
+
[
|
| 77 |
+
540,
|
| 78 |
+
425
|
| 79 |
+
],
|
| 80 |
+
[
|
| 81 |
+
669,
|
| 82 |
+
856
|
| 83 |
+
],
|
| 84 |
+
[
|
| 85 |
+
666,
|
| 86 |
+
390
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
860,
|
| 90 |
+
748
|
| 91 |
+
],
|
| 92 |
+
[
|
| 93 |
+
616,
|
| 94 |
+
605
|
| 95 |
+
],
|
| 96 |
+
[
|
| 97 |
+
302,
|
| 98 |
+
272
|
| 99 |
+
],
|
| 100 |
+
[
|
| 101 |
+
218,
|
| 102 |
+
630
|
| 103 |
+
],
|
| 104 |
+
[
|
| 105 |
+
326,
|
| 106 |
+
634
|
| 107 |
+
],
|
| 108 |
+
[
|
| 109 |
+
410,
|
| 110 |
+
439
|
| 111 |
+
],
|
| 112 |
+
[
|
| 113 |
+
397,
|
| 114 |
+
146
|
| 115 |
+
]
|
| 116 |
+
],
|
| 117 |
+
"depots": [
|
| 118 |
+
0
|
| 119 |
+
],
|
| 120 |
+
"customers": [
|
| 121 |
+
1,
|
| 122 |
+
2,
|
| 123 |
+
3,
|
| 124 |
+
4,
|
| 125 |
+
5,
|
| 126 |
+
6,
|
| 127 |
+
7,
|
| 128 |
+
8,
|
| 129 |
+
9,
|
| 130 |
+
10,
|
| 131 |
+
11,
|
| 132 |
+
12,
|
| 133 |
+
13,
|
| 134 |
+
14,
|
| 135 |
+
15,
|
| 136 |
+
16,
|
| 137 |
+
17,
|
| 138 |
+
18,
|
| 139 |
+
19,
|
| 140 |
+
20
|
| 141 |
+
],
|
| 142 |
+
"metrics": {
|
| 143 |
+
"total_cost": 3414.345205103997,
|
| 144 |
+
"cvr": 0.0,
|
| 145 |
+
"feasibility": 1.0,
|
| 146 |
+
"runtime": 1.004990577697754,
|
| 147 |
+
"robustness": 0.07407051489639914
|
| 148 |
+
}
|
| 149 |
+
}
|
data/cvrp_20_multi_depot_Tabu_Search_0.json
ADDED
|
@@ -0,0 +1,149 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp_20_multi_depot",
|
| 3 |
+
"solver": "Tabu Search",
|
| 4 |
+
"instance": 0,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
17,
|
| 9 |
+
1,
|
| 10 |
+
8,
|
| 11 |
+
15,
|
| 12 |
+
4,
|
| 13 |
+
3,
|
| 14 |
+
14,
|
| 15 |
+
5,
|
| 16 |
+
16,
|
| 17 |
+
13,
|
| 18 |
+
12,
|
| 19 |
+
7,
|
| 20 |
+
10,
|
| 21 |
+
9,
|
| 22 |
+
11,
|
| 23 |
+
19,
|
| 24 |
+
18,
|
| 25 |
+
20,
|
| 26 |
+
2,
|
| 27 |
+
6,
|
| 28 |
+
0
|
| 29 |
+
]
|
| 30 |
+
],
|
| 31 |
+
"locations": [
|
| 32 |
+
[
|
| 33 |
+
512,
|
| 34 |
+
449
|
| 35 |
+
],
|
| 36 |
+
[
|
| 37 |
+
550,
|
| 38 |
+
459
|
| 39 |
+
],
|
| 40 |
+
[
|
| 41 |
+
239,
|
| 42 |
+
824
|
| 43 |
+
],
|
| 44 |
+
[
|
| 45 |
+
643,
|
| 46 |
+
534
|
| 47 |
+
],
|
| 48 |
+
[
|
| 49 |
+
648,
|
| 50 |
+
434
|
| 51 |
+
],
|
| 52 |
+
[
|
| 53 |
+
932,
|
| 54 |
+
598
|
| 55 |
+
],
|
| 56 |
+
[
|
| 57 |
+
431,
|
| 58 |
+
938
|
| 59 |
+
],
|
| 60 |
+
[
|
| 61 |
+
420,
|
| 62 |
+
265
|
| 63 |
+
],
|
| 64 |
+
[
|
| 65 |
+
594,
|
| 66 |
+
361
|
| 67 |
+
],
|
| 68 |
+
[
|
| 69 |
+
229,
|
| 70 |
+
236
|
| 71 |
+
],
|
| 72 |
+
[
|
| 73 |
+
387,
|
| 74 |
+
169
|
| 75 |
+
],
|
| 76 |
+
[
|
| 77 |
+
397,
|
| 78 |
+
496
|
| 79 |
+
],
|
| 80 |
+
[
|
| 81 |
+
447,
|
| 82 |
+
290
|
| 83 |
+
],
|
| 84 |
+
[
|
| 85 |
+
566,
|
| 86 |
+
171
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
826,
|
| 90 |
+
594
|
| 91 |
+
],
|
| 92 |
+
[
|
| 93 |
+
649,
|
| 94 |
+
374
|
| 95 |
+
],
|
| 96 |
+
[
|
| 97 |
+
832,
|
| 98 |
+
271
|
| 99 |
+
],
|
| 100 |
+
[
|
| 101 |
+
550,
|
| 102 |
+
424
|
| 103 |
+
],
|
| 104 |
+
[
|
| 105 |
+
465,
|
| 106 |
+
440
|
| 107 |
+
],
|
| 108 |
+
[
|
| 109 |
+
388,
|
| 110 |
+
528
|
| 111 |
+
],
|
| 112 |
+
[
|
| 113 |
+
51,
|
| 114 |
+
576
|
| 115 |
+
]
|
| 116 |
+
],
|
| 117 |
+
"depots": [
|
| 118 |
+
0
|
| 119 |
+
],
|
| 120 |
+
"customers": [
|
| 121 |
+
1,
|
| 122 |
+
2,
|
| 123 |
+
3,
|
| 124 |
+
4,
|
| 125 |
+
5,
|
| 126 |
+
6,
|
| 127 |
+
7,
|
| 128 |
+
8,
|
| 129 |
+
9,
|
| 130 |
+
10,
|
| 131 |
+
11,
|
| 132 |
+
12,
|
| 133 |
+
13,
|
| 134 |
+
14,
|
| 135 |
+
15,
|
| 136 |
+
16,
|
| 137 |
+
17,
|
| 138 |
+
18,
|
| 139 |
+
19,
|
| 140 |
+
20
|
| 141 |
+
],
|
| 142 |
+
"metrics": {
|
| 143 |
+
"total_cost": 3735.512992541815,
|
| 144 |
+
"cvr": 0.0,
|
| 145 |
+
"feasibility": 1.0,
|
| 146 |
+
"runtime": 0.021999597549438477,
|
| 147 |
+
"robustness": 0.1575205867940393
|
| 148 |
+
}
|
| 149 |
+
}
|
data/cvrp_20_multi_depot_Tabu_Search_1.json
ADDED
|
@@ -0,0 +1,149 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp_20_multi_depot",
|
| 3 |
+
"solver": "Tabu Search",
|
| 4 |
+
"instance": 1,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
2,
|
| 9 |
+
15,
|
| 10 |
+
5,
|
| 11 |
+
7,
|
| 12 |
+
1,
|
| 13 |
+
12,
|
| 14 |
+
14,
|
| 15 |
+
13,
|
| 16 |
+
11,
|
| 17 |
+
4,
|
| 18 |
+
19,
|
| 19 |
+
6,
|
| 20 |
+
18,
|
| 21 |
+
17,
|
| 22 |
+
8,
|
| 23 |
+
9,
|
| 24 |
+
16,
|
| 25 |
+
20,
|
| 26 |
+
10,
|
| 27 |
+
3,
|
| 28 |
+
0
|
| 29 |
+
]
|
| 30 |
+
],
|
| 31 |
+
"locations": [
|
| 32 |
+
[
|
| 33 |
+
503,
|
| 34 |
+
537
|
| 35 |
+
],
|
| 36 |
+
[
|
| 37 |
+
657,
|
| 38 |
+
769
|
| 39 |
+
],
|
| 40 |
+
[
|
| 41 |
+
607,
|
| 42 |
+
556
|
| 43 |
+
],
|
| 44 |
+
[
|
| 45 |
+
806,
|
| 46 |
+
160
|
| 47 |
+
],
|
| 48 |
+
[
|
| 49 |
+
526,
|
| 50 |
+
401
|
| 51 |
+
],
|
| 52 |
+
[
|
| 53 |
+
612,
|
| 54 |
+
629
|
| 55 |
+
],
|
| 56 |
+
[
|
| 57 |
+
336,
|
| 58 |
+
623
|
| 59 |
+
],
|
| 60 |
+
[
|
| 61 |
+
600,
|
| 62 |
+
667
|
| 63 |
+
],
|
| 64 |
+
[
|
| 65 |
+
247,
|
| 66 |
+
886
|
| 67 |
+
],
|
| 68 |
+
[
|
| 69 |
+
421,
|
| 70 |
+
903
|
| 71 |
+
],
|
| 72 |
+
[
|
| 73 |
+
252,
|
| 74 |
+
0
|
| 75 |
+
],
|
| 76 |
+
[
|
| 77 |
+
540,
|
| 78 |
+
425
|
| 79 |
+
],
|
| 80 |
+
[
|
| 81 |
+
669,
|
| 82 |
+
856
|
| 83 |
+
],
|
| 84 |
+
[
|
| 85 |
+
666,
|
| 86 |
+
390
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
860,
|
| 90 |
+
748
|
| 91 |
+
],
|
| 92 |
+
[
|
| 93 |
+
616,
|
| 94 |
+
605
|
| 95 |
+
],
|
| 96 |
+
[
|
| 97 |
+
302,
|
| 98 |
+
272
|
| 99 |
+
],
|
| 100 |
+
[
|
| 101 |
+
218,
|
| 102 |
+
630
|
| 103 |
+
],
|
| 104 |
+
[
|
| 105 |
+
326,
|
| 106 |
+
634
|
| 107 |
+
],
|
| 108 |
+
[
|
| 109 |
+
410,
|
| 110 |
+
439
|
| 111 |
+
],
|
| 112 |
+
[
|
| 113 |
+
397,
|
| 114 |
+
146
|
| 115 |
+
]
|
| 116 |
+
],
|
| 117 |
+
"depots": [
|
| 118 |
+
0
|
| 119 |
+
],
|
| 120 |
+
"customers": [
|
| 121 |
+
1,
|
| 122 |
+
2,
|
| 123 |
+
3,
|
| 124 |
+
4,
|
| 125 |
+
5,
|
| 126 |
+
6,
|
| 127 |
+
7,
|
| 128 |
+
8,
|
| 129 |
+
9,
|
| 130 |
+
10,
|
| 131 |
+
11,
|
| 132 |
+
12,
|
| 133 |
+
13,
|
| 134 |
+
14,
|
| 135 |
+
15,
|
| 136 |
+
16,
|
| 137 |
+
17,
|
| 138 |
+
18,
|
| 139 |
+
19,
|
| 140 |
+
20
|
| 141 |
+
],
|
| 142 |
+
"metrics": {
|
| 143 |
+
"total_cost": 4153.572044605936,
|
| 144 |
+
"cvr": 0.0,
|
| 145 |
+
"feasibility": 1.0,
|
| 146 |
+
"runtime": 0.02233147621154785,
|
| 147 |
+
"robustness": 0.04612869311644732
|
| 148 |
+
}
|
| 149 |
+
}
|
data/twvrp_10_depots_equal_city_ACO_0.json
ADDED
|
@@ -0,0 +1,109 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "twvrp_10_depots_equal_city",
|
| 3 |
+
"solver": "ACO",
|
| 4 |
+
"instance": 0,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
3,
|
| 9 |
+
4,
|
| 10 |
+
0
|
| 11 |
+
],
|
| 12 |
+
[
|
| 13 |
+
0,
|
| 14 |
+
10,
|
| 15 |
+
8,
|
| 16 |
+
0
|
| 17 |
+
],
|
| 18 |
+
[
|
| 19 |
+
0,
|
| 20 |
+
9,
|
| 21 |
+
2,
|
| 22 |
+
0
|
| 23 |
+
],
|
| 24 |
+
[
|
| 25 |
+
0,
|
| 26 |
+
5,
|
| 27 |
+
6,
|
| 28 |
+
0
|
| 29 |
+
],
|
| 30 |
+
[
|
| 31 |
+
0,
|
| 32 |
+
1,
|
| 33 |
+
0
|
| 34 |
+
],
|
| 35 |
+
[
|
| 36 |
+
0,
|
| 37 |
+
7,
|
| 38 |
+
0
|
| 39 |
+
]
|
| 40 |
+
],
|
| 41 |
+
"locations": [
|
| 42 |
+
[
|
| 43 |
+
556,
|
| 44 |
+
470
|
| 45 |
+
],
|
| 46 |
+
[
|
| 47 |
+
711,
|
| 48 |
+
618
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
550,
|
| 52 |
+
675
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
860,
|
| 56 |
+
600
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
700,
|
| 60 |
+
524
|
| 61 |
+
],
|
| 62 |
+
[
|
| 63 |
+
546,
|
| 64 |
+
262
|
| 65 |
+
],
|
| 66 |
+
[
|
| 67 |
+
311,
|
| 68 |
+
137
|
| 69 |
+
],
|
| 70 |
+
[
|
| 71 |
+
311,
|
| 72 |
+
808
|
| 73 |
+
],
|
| 74 |
+
[
|
| 75 |
+
457,
|
| 76 |
+
226
|
| 77 |
+
],
|
| 78 |
+
[
|
| 79 |
+
494,
|
| 80 |
+
546
|
| 81 |
+
],
|
| 82 |
+
[
|
| 83 |
+
615,
|
| 84 |
+
305
|
| 85 |
+
]
|
| 86 |
+
],
|
| 87 |
+
"depots": [
|
| 88 |
+
0
|
| 89 |
+
],
|
| 90 |
+
"customers": [
|
| 91 |
+
1,
|
| 92 |
+
2,
|
| 93 |
+
3,
|
| 94 |
+
4,
|
| 95 |
+
5,
|
| 96 |
+
6,
|
| 97 |
+
7,
|
| 98 |
+
8,
|
| 99 |
+
9,
|
| 100 |
+
10
|
| 101 |
+
],
|
| 102 |
+
"metrics": {
|
| 103 |
+
"total_cost": 3874.046658593217,
|
| 104 |
+
"cvr": 0.0,
|
| 105 |
+
"feasibility": 1.0,
|
| 106 |
+
"runtime": 0.011217117309570312,
|
| 107 |
+
"robustness": 0.08899721433666952
|
| 108 |
+
}
|
| 109 |
+
}
|
data/twvrp_10_depots_equal_city_ACO_1.json
ADDED
|
@@ -0,0 +1,109 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "twvrp_10_depots_equal_city",
|
| 3 |
+
"solver": "ACO",
|
| 4 |
+
"instance": 1,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
10,
|
| 9 |
+
5,
|
| 10 |
+
0
|
| 11 |
+
],
|
| 12 |
+
[
|
| 13 |
+
0,
|
| 14 |
+
2,
|
| 15 |
+
9,
|
| 16 |
+
1,
|
| 17 |
+
0
|
| 18 |
+
],
|
| 19 |
+
[
|
| 20 |
+
0,
|
| 21 |
+
8,
|
| 22 |
+
6,
|
| 23 |
+
0
|
| 24 |
+
],
|
| 25 |
+
[
|
| 26 |
+
0,
|
| 27 |
+
3,
|
| 28 |
+
0
|
| 29 |
+
],
|
| 30 |
+
[
|
| 31 |
+
0,
|
| 32 |
+
4,
|
| 33 |
+
0
|
| 34 |
+
],
|
| 35 |
+
[
|
| 36 |
+
0,
|
| 37 |
+
7,
|
| 38 |
+
0
|
| 39 |
+
]
|
| 40 |
+
],
|
| 41 |
+
"locations": [
|
| 42 |
+
[
|
| 43 |
+
556,
|
| 44 |
+
470
|
| 45 |
+
],
|
| 46 |
+
[
|
| 47 |
+
711,
|
| 48 |
+
618
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
550,
|
| 52 |
+
675
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
860,
|
| 56 |
+
600
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
700,
|
| 60 |
+
524
|
| 61 |
+
],
|
| 62 |
+
[
|
| 63 |
+
546,
|
| 64 |
+
262
|
| 65 |
+
],
|
| 66 |
+
[
|
| 67 |
+
311,
|
| 68 |
+
137
|
| 69 |
+
],
|
| 70 |
+
[
|
| 71 |
+
311,
|
| 72 |
+
808
|
| 73 |
+
],
|
| 74 |
+
[
|
| 75 |
+
457,
|
| 76 |
+
226
|
| 77 |
+
],
|
| 78 |
+
[
|
| 79 |
+
494,
|
| 80 |
+
546
|
| 81 |
+
],
|
| 82 |
+
[
|
| 83 |
+
615,
|
| 84 |
+
305
|
| 85 |
+
]
|
| 86 |
+
],
|
| 87 |
+
"depots": [
|
| 88 |
+
0
|
| 89 |
+
],
|
| 90 |
+
"customers": [
|
| 91 |
+
1,
|
| 92 |
+
2,
|
| 93 |
+
3,
|
| 94 |
+
4,
|
| 95 |
+
5,
|
| 96 |
+
6,
|
| 97 |
+
7,
|
| 98 |
+
8,
|
| 99 |
+
9,
|
| 100 |
+
10
|
| 101 |
+
],
|
| 102 |
+
"metrics": {
|
| 103 |
+
"total_cost": 3906.855421230806,
|
| 104 |
+
"cvr": 10.0,
|
| 105 |
+
"feasibility": 0.0,
|
| 106 |
+
"runtime": 0.013083934783935547,
|
| 107 |
+
"robustness": 0.11378911715777489
|
| 108 |
+
}
|
| 109 |
+
}
|
data/twvrp_10_depots_equal_city_NN+2opt_0.json
ADDED
|
@@ -0,0 +1,109 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "twvrp_10_depots_equal_city",
|
| 3 |
+
"solver": "NN+2opt",
|
| 4 |
+
"instance": 0,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
9,
|
| 9 |
+
2,
|
| 10 |
+
4,
|
| 11 |
+
0
|
| 12 |
+
],
|
| 13 |
+
[
|
| 14 |
+
0,
|
| 15 |
+
10,
|
| 16 |
+
8,
|
| 17 |
+
0
|
| 18 |
+
],
|
| 19 |
+
[
|
| 20 |
+
0,
|
| 21 |
+
5,
|
| 22 |
+
6,
|
| 23 |
+
0
|
| 24 |
+
],
|
| 25 |
+
[
|
| 26 |
+
0,
|
| 27 |
+
1,
|
| 28 |
+
0
|
| 29 |
+
],
|
| 30 |
+
[
|
| 31 |
+
0,
|
| 32 |
+
3,
|
| 33 |
+
0
|
| 34 |
+
],
|
| 35 |
+
[
|
| 36 |
+
0,
|
| 37 |
+
7,
|
| 38 |
+
0
|
| 39 |
+
]
|
| 40 |
+
],
|
| 41 |
+
"locations": [
|
| 42 |
+
[
|
| 43 |
+
556,
|
| 44 |
+
470
|
| 45 |
+
],
|
| 46 |
+
[
|
| 47 |
+
711,
|
| 48 |
+
618
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
550,
|
| 52 |
+
675
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
860,
|
| 56 |
+
600
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
700,
|
| 60 |
+
524
|
| 61 |
+
],
|
| 62 |
+
[
|
| 63 |
+
546,
|
| 64 |
+
262
|
| 65 |
+
],
|
| 66 |
+
[
|
| 67 |
+
311,
|
| 68 |
+
137
|
| 69 |
+
],
|
| 70 |
+
[
|
| 71 |
+
311,
|
| 72 |
+
808
|
| 73 |
+
],
|
| 74 |
+
[
|
| 75 |
+
457,
|
| 76 |
+
226
|
| 77 |
+
],
|
| 78 |
+
[
|
| 79 |
+
494,
|
| 80 |
+
546
|
| 81 |
+
],
|
| 82 |
+
[
|
| 83 |
+
615,
|
| 84 |
+
305
|
| 85 |
+
]
|
| 86 |
+
],
|
| 87 |
+
"depots": [
|
| 88 |
+
0
|
| 89 |
+
],
|
| 90 |
+
"customers": [
|
| 91 |
+
1,
|
| 92 |
+
2,
|
| 93 |
+
3,
|
| 94 |
+
4,
|
| 95 |
+
5,
|
| 96 |
+
6,
|
| 97 |
+
7,
|
| 98 |
+
8,
|
| 99 |
+
9,
|
| 100 |
+
10
|
| 101 |
+
],
|
| 102 |
+
"metrics": {
|
| 103 |
+
"total_cost": 4035.2105145049304,
|
| 104 |
+
"cvr": 0.0,
|
| 105 |
+
"feasibility": 1.0,
|
| 106 |
+
"runtime": 0.003009319305419922,
|
| 107 |
+
"robustness": 0.09199942334304938
|
| 108 |
+
}
|
| 109 |
+
}
|
data/twvrp_10_depots_equal_city_NN+2opt_1.json
ADDED
|
@@ -0,0 +1,113 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "twvrp_10_depots_equal_city",
|
| 3 |
+
"solver": "NN+2opt",
|
| 4 |
+
"instance": 1,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
9,
|
| 9 |
+
1,
|
| 10 |
+
0
|
| 11 |
+
],
|
| 12 |
+
[
|
| 13 |
+
0,
|
| 14 |
+
4,
|
| 15 |
+
5,
|
| 16 |
+
0
|
| 17 |
+
],
|
| 18 |
+
[
|
| 19 |
+
0,
|
| 20 |
+
10,
|
| 21 |
+
3,
|
| 22 |
+
0
|
| 23 |
+
],
|
| 24 |
+
[
|
| 25 |
+
0,
|
| 26 |
+
2,
|
| 27 |
+
0
|
| 28 |
+
],
|
| 29 |
+
[
|
| 30 |
+
0,
|
| 31 |
+
6,
|
| 32 |
+
0
|
| 33 |
+
],
|
| 34 |
+
[
|
| 35 |
+
0,
|
| 36 |
+
7,
|
| 37 |
+
0
|
| 38 |
+
],
|
| 39 |
+
[
|
| 40 |
+
0,
|
| 41 |
+
8,
|
| 42 |
+
0
|
| 43 |
+
]
|
| 44 |
+
],
|
| 45 |
+
"locations": [
|
| 46 |
+
[
|
| 47 |
+
556,
|
| 48 |
+
470
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
711,
|
| 52 |
+
618
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
550,
|
| 56 |
+
675
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
860,
|
| 60 |
+
600
|
| 61 |
+
],
|
| 62 |
+
[
|
| 63 |
+
700,
|
| 64 |
+
524
|
| 65 |
+
],
|
| 66 |
+
[
|
| 67 |
+
546,
|
| 68 |
+
262
|
| 69 |
+
],
|
| 70 |
+
[
|
| 71 |
+
311,
|
| 72 |
+
137
|
| 73 |
+
],
|
| 74 |
+
[
|
| 75 |
+
311,
|
| 76 |
+
808
|
| 77 |
+
],
|
| 78 |
+
[
|
| 79 |
+
457,
|
| 80 |
+
226
|
| 81 |
+
],
|
| 82 |
+
[
|
| 83 |
+
494,
|
| 84 |
+
546
|
| 85 |
+
],
|
| 86 |
+
[
|
| 87 |
+
615,
|
| 88 |
+
305
|
| 89 |
+
]
|
| 90 |
+
],
|
| 91 |
+
"depots": [
|
| 92 |
+
0
|
| 93 |
+
],
|
| 94 |
+
"customers": [
|
| 95 |
+
1,
|
| 96 |
+
2,
|
| 97 |
+
3,
|
| 98 |
+
4,
|
| 99 |
+
5,
|
| 100 |
+
6,
|
| 101 |
+
7,
|
| 102 |
+
8,
|
| 103 |
+
9,
|
| 104 |
+
10
|
| 105 |
+
],
|
| 106 |
+
"metrics": {
|
| 107 |
+
"total_cost": 4696.978704273101,
|
| 108 |
+
"cvr": 10.0,
|
| 109 |
+
"feasibility": 0.9,
|
| 110 |
+
"runtime": 0.0020036697387695312,
|
| 111 |
+
"robustness": 0.057348080910035855
|
| 112 |
+
}
|
| 113 |
+
}
|
data/twvrp_10_depots_equal_city_OR-Tools_0.json
ADDED
|
@@ -0,0 +1,109 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "twvrp_10_depots_equal_city",
|
| 3 |
+
"solver": "OR-Tools",
|
| 4 |
+
"instance": 0,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
9,
|
| 9 |
+
2,
|
| 10 |
+
4,
|
| 11 |
+
0
|
| 12 |
+
],
|
| 13 |
+
[
|
| 14 |
+
0,
|
| 15 |
+
10,
|
| 16 |
+
8,
|
| 17 |
+
0
|
| 18 |
+
],
|
| 19 |
+
[
|
| 20 |
+
0,
|
| 21 |
+
5,
|
| 22 |
+
6,
|
| 23 |
+
0
|
| 24 |
+
],
|
| 25 |
+
[
|
| 26 |
+
0,
|
| 27 |
+
1,
|
| 28 |
+
0
|
| 29 |
+
],
|
| 30 |
+
[
|
| 31 |
+
0,
|
| 32 |
+
3,
|
| 33 |
+
0
|
| 34 |
+
],
|
| 35 |
+
[
|
| 36 |
+
0,
|
| 37 |
+
7,
|
| 38 |
+
0
|
| 39 |
+
]
|
| 40 |
+
],
|
| 41 |
+
"locations": [
|
| 42 |
+
[
|
| 43 |
+
556,
|
| 44 |
+
470
|
| 45 |
+
],
|
| 46 |
+
[
|
| 47 |
+
711,
|
| 48 |
+
618
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
550,
|
| 52 |
+
675
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
860,
|
| 56 |
+
600
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
700,
|
| 60 |
+
524
|
| 61 |
+
],
|
| 62 |
+
[
|
| 63 |
+
546,
|
| 64 |
+
262
|
| 65 |
+
],
|
| 66 |
+
[
|
| 67 |
+
311,
|
| 68 |
+
137
|
| 69 |
+
],
|
| 70 |
+
[
|
| 71 |
+
311,
|
| 72 |
+
808
|
| 73 |
+
],
|
| 74 |
+
[
|
| 75 |
+
457,
|
| 76 |
+
226
|
| 77 |
+
],
|
| 78 |
+
[
|
| 79 |
+
494,
|
| 80 |
+
546
|
| 81 |
+
],
|
| 82 |
+
[
|
| 83 |
+
615,
|
| 84 |
+
305
|
| 85 |
+
]
|
| 86 |
+
],
|
| 87 |
+
"depots": [
|
| 88 |
+
0
|
| 89 |
+
],
|
| 90 |
+
"customers": [
|
| 91 |
+
1,
|
| 92 |
+
2,
|
| 93 |
+
3,
|
| 94 |
+
4,
|
| 95 |
+
5,
|
| 96 |
+
6,
|
| 97 |
+
7,
|
| 98 |
+
8,
|
| 99 |
+
9,
|
| 100 |
+
10
|
| 101 |
+
],
|
| 102 |
+
"metrics": {
|
| 103 |
+
"total_cost": 4035.351554330379,
|
| 104 |
+
"cvr": 0.0,
|
| 105 |
+
"feasibility": 1.0,
|
| 106 |
+
"runtime": 0.006443977355957031,
|
| 107 |
+
"robustness": 0.05655961028354038
|
| 108 |
+
}
|
| 109 |
+
}
|
data/twvrp_10_depots_equal_city_OR-Tools_1.json
ADDED
|
@@ -0,0 +1,113 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "twvrp_10_depots_equal_city",
|
| 3 |
+
"solver": "OR-Tools",
|
| 4 |
+
"instance": 1,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
9,
|
| 9 |
+
1,
|
| 10 |
+
0
|
| 11 |
+
],
|
| 12 |
+
[
|
| 13 |
+
0,
|
| 14 |
+
4,
|
| 15 |
+
5,
|
| 16 |
+
0
|
| 17 |
+
],
|
| 18 |
+
[
|
| 19 |
+
0,
|
| 20 |
+
10,
|
| 21 |
+
3,
|
| 22 |
+
0
|
| 23 |
+
],
|
| 24 |
+
[
|
| 25 |
+
0,
|
| 26 |
+
2,
|
| 27 |
+
0
|
| 28 |
+
],
|
| 29 |
+
[
|
| 30 |
+
0,
|
| 31 |
+
6,
|
| 32 |
+
0
|
| 33 |
+
],
|
| 34 |
+
[
|
| 35 |
+
0,
|
| 36 |
+
7,
|
| 37 |
+
0
|
| 38 |
+
],
|
| 39 |
+
[
|
| 40 |
+
0,
|
| 41 |
+
8,
|
| 42 |
+
0
|
| 43 |
+
]
|
| 44 |
+
],
|
| 45 |
+
"locations": [
|
| 46 |
+
[
|
| 47 |
+
556,
|
| 48 |
+
470
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
711,
|
| 52 |
+
618
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
550,
|
| 56 |
+
675
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
860,
|
| 60 |
+
600
|
| 61 |
+
],
|
| 62 |
+
[
|
| 63 |
+
700,
|
| 64 |
+
524
|
| 65 |
+
],
|
| 66 |
+
[
|
| 67 |
+
546,
|
| 68 |
+
262
|
| 69 |
+
],
|
| 70 |
+
[
|
| 71 |
+
311,
|
| 72 |
+
137
|
| 73 |
+
],
|
| 74 |
+
[
|
| 75 |
+
311,
|
| 76 |
+
808
|
| 77 |
+
],
|
| 78 |
+
[
|
| 79 |
+
457,
|
| 80 |
+
226
|
| 81 |
+
],
|
| 82 |
+
[
|
| 83 |
+
494,
|
| 84 |
+
546
|
| 85 |
+
],
|
| 86 |
+
[
|
| 87 |
+
615,
|
| 88 |
+
305
|
| 89 |
+
]
|
| 90 |
+
],
|
| 91 |
+
"depots": [
|
| 92 |
+
0
|
| 93 |
+
],
|
| 94 |
+
"customers": [
|
| 95 |
+
1,
|
| 96 |
+
2,
|
| 97 |
+
3,
|
| 98 |
+
4,
|
| 99 |
+
5,
|
| 100 |
+
6,
|
| 101 |
+
7,
|
| 102 |
+
8,
|
| 103 |
+
9,
|
| 104 |
+
10
|
| 105 |
+
],
|
| 106 |
+
"metrics": {
|
| 107 |
+
"total_cost": 4697.025890362341,
|
| 108 |
+
"cvr": 10.0,
|
| 109 |
+
"feasibility": 0.9,
|
| 110 |
+
"runtime": 0.0025663375854492188,
|
| 111 |
+
"robustness": 0.0901563040538207
|
| 112 |
+
}
|
| 113 |
+
}
|
data/twvrp_10_depots_equal_city_Tabu_Search_0.json
ADDED
|
@@ -0,0 +1,109 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "twvrp_10_depots_equal_city",
|
| 3 |
+
"solver": "Tabu Search",
|
| 4 |
+
"instance": 0,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
9,
|
| 9 |
+
2,
|
| 10 |
+
4,
|
| 11 |
+
0
|
| 12 |
+
],
|
| 13 |
+
[
|
| 14 |
+
0,
|
| 15 |
+
5,
|
| 16 |
+
8,
|
| 17 |
+
0
|
| 18 |
+
],
|
| 19 |
+
[
|
| 20 |
+
0,
|
| 21 |
+
10,
|
| 22 |
+
6,
|
| 23 |
+
0
|
| 24 |
+
],
|
| 25 |
+
[
|
| 26 |
+
0,
|
| 27 |
+
7,
|
| 28 |
+
0
|
| 29 |
+
],
|
| 30 |
+
[
|
| 31 |
+
0,
|
| 32 |
+
3,
|
| 33 |
+
0
|
| 34 |
+
],
|
| 35 |
+
[
|
| 36 |
+
0,
|
| 37 |
+
1,
|
| 38 |
+
0
|
| 39 |
+
]
|
| 40 |
+
],
|
| 41 |
+
"locations": [
|
| 42 |
+
[
|
| 43 |
+
556,
|
| 44 |
+
470
|
| 45 |
+
],
|
| 46 |
+
[
|
| 47 |
+
711,
|
| 48 |
+
618
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
550,
|
| 52 |
+
675
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
860,
|
| 56 |
+
600
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
700,
|
| 60 |
+
524
|
| 61 |
+
],
|
| 62 |
+
[
|
| 63 |
+
546,
|
| 64 |
+
262
|
| 65 |
+
],
|
| 66 |
+
[
|
| 67 |
+
311,
|
| 68 |
+
137
|
| 69 |
+
],
|
| 70 |
+
[
|
| 71 |
+
311,
|
| 72 |
+
808
|
| 73 |
+
],
|
| 74 |
+
[
|
| 75 |
+
457,
|
| 76 |
+
226
|
| 77 |
+
],
|
| 78 |
+
[
|
| 79 |
+
494,
|
| 80 |
+
546
|
| 81 |
+
],
|
| 82 |
+
[
|
| 83 |
+
615,
|
| 84 |
+
305
|
| 85 |
+
]
|
| 86 |
+
],
|
| 87 |
+
"depots": [
|
| 88 |
+
0
|
| 89 |
+
],
|
| 90 |
+
"customers": [
|
| 91 |
+
1,
|
| 92 |
+
2,
|
| 93 |
+
3,
|
| 94 |
+
4,
|
| 95 |
+
5,
|
| 96 |
+
6,
|
| 97 |
+
7,
|
| 98 |
+
8,
|
| 99 |
+
9,
|
| 100 |
+
10
|
| 101 |
+
],
|
| 102 |
+
"metrics": {
|
| 103 |
+
"total_cost": 4035.7021428385174,
|
| 104 |
+
"cvr": 0.0,
|
| 105 |
+
"feasibility": 1.0,
|
| 106 |
+
"runtime": 0.13231563568115234,
|
| 107 |
+
"robustness": 0.04152497755700881
|
| 108 |
+
}
|
| 109 |
+
}
|
data/twvrp_10_depots_equal_city_Tabu_Search_1.json
ADDED
|
@@ -0,0 +1,113 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "twvrp_10_depots_equal_city",
|
| 3 |
+
"solver": "Tabu Search",
|
| 4 |
+
"instance": 1,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
2,
|
| 9 |
+
1,
|
| 10 |
+
0
|
| 11 |
+
],
|
| 12 |
+
[
|
| 13 |
+
0,
|
| 14 |
+
8,
|
| 15 |
+
5,
|
| 16 |
+
0
|
| 17 |
+
],
|
| 18 |
+
[
|
| 19 |
+
0,
|
| 20 |
+
10,
|
| 21 |
+
3,
|
| 22 |
+
0
|
| 23 |
+
],
|
| 24 |
+
[
|
| 25 |
+
0,
|
| 26 |
+
4,
|
| 27 |
+
0
|
| 28 |
+
],
|
| 29 |
+
[
|
| 30 |
+
0,
|
| 31 |
+
7,
|
| 32 |
+
0
|
| 33 |
+
],
|
| 34 |
+
[
|
| 35 |
+
0,
|
| 36 |
+
6,
|
| 37 |
+
0
|
| 38 |
+
],
|
| 39 |
+
[
|
| 40 |
+
0,
|
| 41 |
+
9,
|
| 42 |
+
0
|
| 43 |
+
]
|
| 44 |
+
],
|
| 45 |
+
"locations": [
|
| 46 |
+
[
|
| 47 |
+
556,
|
| 48 |
+
470
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
711,
|
| 52 |
+
618
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
550,
|
| 56 |
+
675
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
860,
|
| 60 |
+
600
|
| 61 |
+
],
|
| 62 |
+
[
|
| 63 |
+
700,
|
| 64 |
+
524
|
| 65 |
+
],
|
| 66 |
+
[
|
| 67 |
+
546,
|
| 68 |
+
262
|
| 69 |
+
],
|
| 70 |
+
[
|
| 71 |
+
311,
|
| 72 |
+
137
|
| 73 |
+
],
|
| 74 |
+
[
|
| 75 |
+
311,
|
| 76 |
+
808
|
| 77 |
+
],
|
| 78 |
+
[
|
| 79 |
+
457,
|
| 80 |
+
226
|
| 81 |
+
],
|
| 82 |
+
[
|
| 83 |
+
494,
|
| 84 |
+
546
|
| 85 |
+
],
|
| 86 |
+
[
|
| 87 |
+
615,
|
| 88 |
+
305
|
| 89 |
+
]
|
| 90 |
+
],
|
| 91 |
+
"depots": [
|
| 92 |
+
0
|
| 93 |
+
],
|
| 94 |
+
"customers": [
|
| 95 |
+
1,
|
| 96 |
+
2,
|
| 97 |
+
3,
|
| 98 |
+
4,
|
| 99 |
+
5,
|
| 100 |
+
6,
|
| 101 |
+
7,
|
| 102 |
+
8,
|
| 103 |
+
9,
|
| 104 |
+
10
|
| 105 |
+
],
|
| 106 |
+
"metrics": {
|
| 107 |
+
"total_cost": 4214.726872636262,
|
| 108 |
+
"cvr": 10.0,
|
| 109 |
+
"feasibility": 0.0,
|
| 110 |
+
"runtime": 0.18296527862548828,
|
| 111 |
+
"robustness": 0.14979858392732623
|
| 112 |
+
}
|
| 113 |
+
}
|
data/twvrp_20_single_depot_ACO_0.json
ADDED
|
@@ -0,0 +1,181 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "twvrp_20_single_depot",
|
| 3 |
+
"solver": "ACO",
|
| 4 |
+
"instance": 0,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
15,
|
| 9 |
+
10,
|
| 10 |
+
20,
|
| 11 |
+
0
|
| 12 |
+
],
|
| 13 |
+
[
|
| 14 |
+
0,
|
| 15 |
+
19,
|
| 16 |
+
8,
|
| 17 |
+
7,
|
| 18 |
+
0
|
| 19 |
+
],
|
| 20 |
+
[
|
| 21 |
+
0,
|
| 22 |
+
18,
|
| 23 |
+
17,
|
| 24 |
+
14,
|
| 25 |
+
0
|
| 26 |
+
],
|
| 27 |
+
[
|
| 28 |
+
0,
|
| 29 |
+
2,
|
| 30 |
+
12,
|
| 31 |
+
5,
|
| 32 |
+
0
|
| 33 |
+
],
|
| 34 |
+
[
|
| 35 |
+
0,
|
| 36 |
+
9,
|
| 37 |
+
6,
|
| 38 |
+
13,
|
| 39 |
+
0
|
| 40 |
+
],
|
| 41 |
+
[
|
| 42 |
+
0,
|
| 43 |
+
16,
|
| 44 |
+
3,
|
| 45 |
+
0
|
| 46 |
+
],
|
| 47 |
+
[
|
| 48 |
+
0,
|
| 49 |
+
1,
|
| 50 |
+
0
|
| 51 |
+
],
|
| 52 |
+
[
|
| 53 |
+
0,
|
| 54 |
+
4,
|
| 55 |
+
0
|
| 56 |
+
],
|
| 57 |
+
[
|
| 58 |
+
0,
|
| 59 |
+
11,
|
| 60 |
+
0
|
| 61 |
+
]
|
| 62 |
+
],
|
| 63 |
+
"locations": [
|
| 64 |
+
[
|
| 65 |
+
479,
|
| 66 |
+
465
|
| 67 |
+
],
|
| 68 |
+
[
|
| 69 |
+
0,
|
| 70 |
+
533
|
| 71 |
+
],
|
| 72 |
+
[
|
| 73 |
+
647,
|
| 74 |
+
494
|
| 75 |
+
],
|
| 76 |
+
[
|
| 77 |
+
717,
|
| 78 |
+
328
|
| 79 |
+
],
|
| 80 |
+
[
|
| 81 |
+
173,
|
| 82 |
+
523
|
| 83 |
+
],
|
| 84 |
+
[
|
| 85 |
+
525,
|
| 86 |
+
699
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
596,
|
| 90 |
+
239
|
| 91 |
+
],
|
| 92 |
+
[
|
| 93 |
+
560,
|
| 94 |
+
179
|
| 95 |
+
],
|
| 96 |
+
[
|
| 97 |
+
556,
|
| 98 |
+
352
|
| 99 |
+
],
|
| 100 |
+
[
|
| 101 |
+
609,
|
| 102 |
+
331
|
| 103 |
+
],
|
| 104 |
+
[
|
| 105 |
+
428,
|
| 106 |
+
570
|
| 107 |
+
],
|
| 108 |
+
[
|
| 109 |
+
442,
|
| 110 |
+
829
|
| 111 |
+
],
|
| 112 |
+
[
|
| 113 |
+
625,
|
| 114 |
+
566
|
| 115 |
+
],
|
| 116 |
+
[
|
| 117 |
+
896,
|
| 118 |
+
0
|
| 119 |
+
],
|
| 120 |
+
[
|
| 121 |
+
458,
|
| 122 |
+
933
|
| 123 |
+
],
|
| 124 |
+
[
|
| 125 |
+
416,
|
| 126 |
+
511
|
| 127 |
+
],
|
| 128 |
+
[
|
| 129 |
+
573,
|
| 130 |
+
213
|
| 131 |
+
],
|
| 132 |
+
[
|
| 133 |
+
248,
|
| 134 |
+
482
|
| 135 |
+
],
|
| 136 |
+
[
|
| 137 |
+
372,
|
| 138 |
+
551
|
| 139 |
+
],
|
| 140 |
+
[
|
| 141 |
+
567,
|
| 142 |
+
385
|
| 143 |
+
],
|
| 144 |
+
[
|
| 145 |
+
165,
|
| 146 |
+
575
|
| 147 |
+
]
|
| 148 |
+
],
|
| 149 |
+
"depots": [
|
| 150 |
+
0
|
| 151 |
+
],
|
| 152 |
+
"customers": [
|
| 153 |
+
1,
|
| 154 |
+
2,
|
| 155 |
+
3,
|
| 156 |
+
4,
|
| 157 |
+
5,
|
| 158 |
+
6,
|
| 159 |
+
7,
|
| 160 |
+
8,
|
| 161 |
+
9,
|
| 162 |
+
10,
|
| 163 |
+
11,
|
| 164 |
+
12,
|
| 165 |
+
13,
|
| 166 |
+
14,
|
| 167 |
+
15,
|
| 168 |
+
16,
|
| 169 |
+
17,
|
| 170 |
+
18,
|
| 171 |
+
19,
|
| 172 |
+
20
|
| 173 |
+
],
|
| 174 |
+
"metrics": {
|
| 175 |
+
"total_cost": 7595.252249026984,
|
| 176 |
+
"cvr": 0.0,
|
| 177 |
+
"feasibility": 1.0,
|
| 178 |
+
"runtime": 0.02869415283203125,
|
| 179 |
+
"robustness": 0.11263230852204047
|
| 180 |
+
}
|
| 181 |
+
}
|
data/twvrp_20_single_depot_ACO_1.json
ADDED
|
@@ -0,0 +1,189 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "twvrp_20_single_depot",
|
| 3 |
+
"solver": "ACO",
|
| 4 |
+
"instance": 1,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
9,
|
| 9 |
+
3,
|
| 10 |
+
12,
|
| 11 |
+
0
|
| 12 |
+
],
|
| 13 |
+
[
|
| 14 |
+
0,
|
| 15 |
+
18,
|
| 16 |
+
0
|
| 17 |
+
],
|
| 18 |
+
[
|
| 19 |
+
0,
|
| 20 |
+
14,
|
| 21 |
+
11,
|
| 22 |
+
5,
|
| 23 |
+
0
|
| 24 |
+
],
|
| 25 |
+
[
|
| 26 |
+
0,
|
| 27 |
+
17,
|
| 28 |
+
20,
|
| 29 |
+
0
|
| 30 |
+
],
|
| 31 |
+
[
|
| 32 |
+
0,
|
| 33 |
+
10,
|
| 34 |
+
0
|
| 35 |
+
],
|
| 36 |
+
[
|
| 37 |
+
0,
|
| 38 |
+
15,
|
| 39 |
+
2,
|
| 40 |
+
19,
|
| 41 |
+
8,
|
| 42 |
+
0
|
| 43 |
+
],
|
| 44 |
+
[
|
| 45 |
+
0,
|
| 46 |
+
7,
|
| 47 |
+
0
|
| 48 |
+
],
|
| 49 |
+
[
|
| 50 |
+
0,
|
| 51 |
+
16,
|
| 52 |
+
6,
|
| 53 |
+
0
|
| 54 |
+
],
|
| 55 |
+
[
|
| 56 |
+
0,
|
| 57 |
+
13,
|
| 58 |
+
0
|
| 59 |
+
],
|
| 60 |
+
[
|
| 61 |
+
0,
|
| 62 |
+
1,
|
| 63 |
+
0
|
| 64 |
+
],
|
| 65 |
+
[
|
| 66 |
+
0,
|
| 67 |
+
4,
|
| 68 |
+
0
|
| 69 |
+
]
|
| 70 |
+
],
|
| 71 |
+
"locations": [
|
| 72 |
+
[
|
| 73 |
+
479,
|
| 74 |
+
465
|
| 75 |
+
],
|
| 76 |
+
[
|
| 77 |
+
0,
|
| 78 |
+
533
|
| 79 |
+
],
|
| 80 |
+
[
|
| 81 |
+
647,
|
| 82 |
+
494
|
| 83 |
+
],
|
| 84 |
+
[
|
| 85 |
+
717,
|
| 86 |
+
328
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
173,
|
| 90 |
+
523
|
| 91 |
+
],
|
| 92 |
+
[
|
| 93 |
+
525,
|
| 94 |
+
699
|
| 95 |
+
],
|
| 96 |
+
[
|
| 97 |
+
596,
|
| 98 |
+
239
|
| 99 |
+
],
|
| 100 |
+
[
|
| 101 |
+
560,
|
| 102 |
+
179
|
| 103 |
+
],
|
| 104 |
+
[
|
| 105 |
+
556,
|
| 106 |
+
352
|
| 107 |
+
],
|
| 108 |
+
[
|
| 109 |
+
609,
|
| 110 |
+
331
|
| 111 |
+
],
|
| 112 |
+
[
|
| 113 |
+
428,
|
| 114 |
+
570
|
| 115 |
+
],
|
| 116 |
+
[
|
| 117 |
+
442,
|
| 118 |
+
829
|
| 119 |
+
],
|
| 120 |
+
[
|
| 121 |
+
625,
|
| 122 |
+
566
|
| 123 |
+
],
|
| 124 |
+
[
|
| 125 |
+
896,
|
| 126 |
+
0
|
| 127 |
+
],
|
| 128 |
+
[
|
| 129 |
+
458,
|
| 130 |
+
933
|
| 131 |
+
],
|
| 132 |
+
[
|
| 133 |
+
416,
|
| 134 |
+
511
|
| 135 |
+
],
|
| 136 |
+
[
|
| 137 |
+
573,
|
| 138 |
+
213
|
| 139 |
+
],
|
| 140 |
+
[
|
| 141 |
+
248,
|
| 142 |
+
482
|
| 143 |
+
],
|
| 144 |
+
[
|
| 145 |
+
372,
|
| 146 |
+
551
|
| 147 |
+
],
|
| 148 |
+
[
|
| 149 |
+
567,
|
| 150 |
+
385
|
| 151 |
+
],
|
| 152 |
+
[
|
| 153 |
+
165,
|
| 154 |
+
575
|
| 155 |
+
]
|
| 156 |
+
],
|
| 157 |
+
"depots": [
|
| 158 |
+
0
|
| 159 |
+
],
|
| 160 |
+
"customers": [
|
| 161 |
+
1,
|
| 162 |
+
2,
|
| 163 |
+
3,
|
| 164 |
+
4,
|
| 165 |
+
5,
|
| 166 |
+
6,
|
| 167 |
+
7,
|
| 168 |
+
8,
|
| 169 |
+
9,
|
| 170 |
+
10,
|
| 171 |
+
11,
|
| 172 |
+
12,
|
| 173 |
+
13,
|
| 174 |
+
14,
|
| 175 |
+
15,
|
| 176 |
+
16,
|
| 177 |
+
17,
|
| 178 |
+
18,
|
| 179 |
+
19,
|
| 180 |
+
20
|
| 181 |
+
],
|
| 182 |
+
"metrics": {
|
| 183 |
+
"total_cost": 7503.120166396259,
|
| 184 |
+
"cvr": 0.0,
|
| 185 |
+
"feasibility": 1.0,
|
| 186 |
+
"runtime": 0.033164262771606445,
|
| 187 |
+
"robustness": 0.13798182546809312
|
| 188 |
+
}
|
| 189 |
+
}
|
data/twvrp_20_single_depot_NN+2opt_0.json
ADDED
|
@@ -0,0 +1,181 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "twvrp_20_single_depot",
|
| 3 |
+
"solver": "NN+2opt",
|
| 4 |
+
"instance": 0,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
15,
|
| 9 |
+
10,
|
| 10 |
+
20,
|
| 11 |
+
0
|
| 12 |
+
],
|
| 13 |
+
[
|
| 14 |
+
0,
|
| 15 |
+
19,
|
| 16 |
+
8,
|
| 17 |
+
7,
|
| 18 |
+
0
|
| 19 |
+
],
|
| 20 |
+
[
|
| 21 |
+
0,
|
| 22 |
+
18,
|
| 23 |
+
17,
|
| 24 |
+
14,
|
| 25 |
+
0
|
| 26 |
+
],
|
| 27 |
+
[
|
| 28 |
+
0,
|
| 29 |
+
2,
|
| 30 |
+
12,
|
| 31 |
+
5,
|
| 32 |
+
0
|
| 33 |
+
],
|
| 34 |
+
[
|
| 35 |
+
0,
|
| 36 |
+
9,
|
| 37 |
+
6,
|
| 38 |
+
13,
|
| 39 |
+
0
|
| 40 |
+
],
|
| 41 |
+
[
|
| 42 |
+
0,
|
| 43 |
+
16,
|
| 44 |
+
3,
|
| 45 |
+
0
|
| 46 |
+
],
|
| 47 |
+
[
|
| 48 |
+
0,
|
| 49 |
+
1,
|
| 50 |
+
0
|
| 51 |
+
],
|
| 52 |
+
[
|
| 53 |
+
0,
|
| 54 |
+
4,
|
| 55 |
+
0
|
| 56 |
+
],
|
| 57 |
+
[
|
| 58 |
+
0,
|
| 59 |
+
11,
|
| 60 |
+
0
|
| 61 |
+
]
|
| 62 |
+
],
|
| 63 |
+
"locations": [
|
| 64 |
+
[
|
| 65 |
+
479,
|
| 66 |
+
465
|
| 67 |
+
],
|
| 68 |
+
[
|
| 69 |
+
0,
|
| 70 |
+
533
|
| 71 |
+
],
|
| 72 |
+
[
|
| 73 |
+
647,
|
| 74 |
+
494
|
| 75 |
+
],
|
| 76 |
+
[
|
| 77 |
+
717,
|
| 78 |
+
328
|
| 79 |
+
],
|
| 80 |
+
[
|
| 81 |
+
173,
|
| 82 |
+
523
|
| 83 |
+
],
|
| 84 |
+
[
|
| 85 |
+
525,
|
| 86 |
+
699
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
596,
|
| 90 |
+
239
|
| 91 |
+
],
|
| 92 |
+
[
|
| 93 |
+
560,
|
| 94 |
+
179
|
| 95 |
+
],
|
| 96 |
+
[
|
| 97 |
+
556,
|
| 98 |
+
352
|
| 99 |
+
],
|
| 100 |
+
[
|
| 101 |
+
609,
|
| 102 |
+
331
|
| 103 |
+
],
|
| 104 |
+
[
|
| 105 |
+
428,
|
| 106 |
+
570
|
| 107 |
+
],
|
| 108 |
+
[
|
| 109 |
+
442,
|
| 110 |
+
829
|
| 111 |
+
],
|
| 112 |
+
[
|
| 113 |
+
625,
|
| 114 |
+
566
|
| 115 |
+
],
|
| 116 |
+
[
|
| 117 |
+
896,
|
| 118 |
+
0
|
| 119 |
+
],
|
| 120 |
+
[
|
| 121 |
+
458,
|
| 122 |
+
933
|
| 123 |
+
],
|
| 124 |
+
[
|
| 125 |
+
416,
|
| 126 |
+
511
|
| 127 |
+
],
|
| 128 |
+
[
|
| 129 |
+
573,
|
| 130 |
+
213
|
| 131 |
+
],
|
| 132 |
+
[
|
| 133 |
+
248,
|
| 134 |
+
482
|
| 135 |
+
],
|
| 136 |
+
[
|
| 137 |
+
372,
|
| 138 |
+
551
|
| 139 |
+
],
|
| 140 |
+
[
|
| 141 |
+
567,
|
| 142 |
+
385
|
| 143 |
+
],
|
| 144 |
+
[
|
| 145 |
+
165,
|
| 146 |
+
575
|
| 147 |
+
]
|
| 148 |
+
],
|
| 149 |
+
"depots": [
|
| 150 |
+
0
|
| 151 |
+
],
|
| 152 |
+
"customers": [
|
| 153 |
+
1,
|
| 154 |
+
2,
|
| 155 |
+
3,
|
| 156 |
+
4,
|
| 157 |
+
5,
|
| 158 |
+
6,
|
| 159 |
+
7,
|
| 160 |
+
8,
|
| 161 |
+
9,
|
| 162 |
+
10,
|
| 163 |
+
11,
|
| 164 |
+
12,
|
| 165 |
+
13,
|
| 166 |
+
14,
|
| 167 |
+
15,
|
| 168 |
+
16,
|
| 169 |
+
17,
|
| 170 |
+
18,
|
| 171 |
+
19,
|
| 172 |
+
20
|
| 173 |
+
],
|
| 174 |
+
"metrics": {
|
| 175 |
+
"total_cost": 7595.140593607786,
|
| 176 |
+
"cvr": 0.0,
|
| 177 |
+
"feasibility": 1.0,
|
| 178 |
+
"runtime": 0.0034236907958984375,
|
| 179 |
+
"robustness": 0.11891636502712452
|
| 180 |
+
}
|
| 181 |
+
}
|
data/twvrp_20_single_depot_NN+2opt_1.json
ADDED
|
@@ -0,0 +1,193 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "twvrp_20_single_depot",
|
| 3 |
+
"solver": "NN+2opt",
|
| 4 |
+
"instance": 1,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
15,
|
| 9 |
+
18,
|
| 10 |
+
0
|
| 11 |
+
],
|
| 12 |
+
[
|
| 13 |
+
0,
|
| 14 |
+
10,
|
| 15 |
+
5,
|
| 16 |
+
0
|
| 17 |
+
],
|
| 18 |
+
[
|
| 19 |
+
0,
|
| 20 |
+
19,
|
| 21 |
+
8,
|
| 22 |
+
12,
|
| 23 |
+
0
|
| 24 |
+
],
|
| 25 |
+
[
|
| 26 |
+
0,
|
| 27 |
+
2,
|
| 28 |
+
0
|
| 29 |
+
],
|
| 30 |
+
[
|
| 31 |
+
0,
|
| 32 |
+
9,
|
| 33 |
+
6,
|
| 34 |
+
7,
|
| 35 |
+
0
|
| 36 |
+
],
|
| 37 |
+
[
|
| 38 |
+
0,
|
| 39 |
+
17,
|
| 40 |
+
4,
|
| 41 |
+
0
|
| 42 |
+
],
|
| 43 |
+
[
|
| 44 |
+
0,
|
| 45 |
+
16,
|
| 46 |
+
3,
|
| 47 |
+
0
|
| 48 |
+
],
|
| 49 |
+
[
|
| 50 |
+
0,
|
| 51 |
+
20,
|
| 52 |
+
0
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
0,
|
| 56 |
+
11,
|
| 57 |
+
0
|
| 58 |
+
],
|
| 59 |
+
[
|
| 60 |
+
0,
|
| 61 |
+
1,
|
| 62 |
+
0
|
| 63 |
+
],
|
| 64 |
+
[
|
| 65 |
+
0,
|
| 66 |
+
13,
|
| 67 |
+
0
|
| 68 |
+
],
|
| 69 |
+
[
|
| 70 |
+
0,
|
| 71 |
+
14,
|
| 72 |
+
0
|
| 73 |
+
]
|
| 74 |
+
],
|
| 75 |
+
"locations": [
|
| 76 |
+
[
|
| 77 |
+
479,
|
| 78 |
+
465
|
| 79 |
+
],
|
| 80 |
+
[
|
| 81 |
+
0,
|
| 82 |
+
533
|
| 83 |
+
],
|
| 84 |
+
[
|
| 85 |
+
647,
|
| 86 |
+
494
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
717,
|
| 90 |
+
328
|
| 91 |
+
],
|
| 92 |
+
[
|
| 93 |
+
173,
|
| 94 |
+
523
|
| 95 |
+
],
|
| 96 |
+
[
|
| 97 |
+
525,
|
| 98 |
+
699
|
| 99 |
+
],
|
| 100 |
+
[
|
| 101 |
+
596,
|
| 102 |
+
239
|
| 103 |
+
],
|
| 104 |
+
[
|
| 105 |
+
560,
|
| 106 |
+
179
|
| 107 |
+
],
|
| 108 |
+
[
|
| 109 |
+
556,
|
| 110 |
+
352
|
| 111 |
+
],
|
| 112 |
+
[
|
| 113 |
+
609,
|
| 114 |
+
331
|
| 115 |
+
],
|
| 116 |
+
[
|
| 117 |
+
428,
|
| 118 |
+
570
|
| 119 |
+
],
|
| 120 |
+
[
|
| 121 |
+
442,
|
| 122 |
+
829
|
| 123 |
+
],
|
| 124 |
+
[
|
| 125 |
+
625,
|
| 126 |
+
566
|
| 127 |
+
],
|
| 128 |
+
[
|
| 129 |
+
896,
|
| 130 |
+
0
|
| 131 |
+
],
|
| 132 |
+
[
|
| 133 |
+
458,
|
| 134 |
+
933
|
| 135 |
+
],
|
| 136 |
+
[
|
| 137 |
+
416,
|
| 138 |
+
511
|
| 139 |
+
],
|
| 140 |
+
[
|
| 141 |
+
573,
|
| 142 |
+
213
|
| 143 |
+
],
|
| 144 |
+
[
|
| 145 |
+
248,
|
| 146 |
+
482
|
| 147 |
+
],
|
| 148 |
+
[
|
| 149 |
+
372,
|
| 150 |
+
551
|
| 151 |
+
],
|
| 152 |
+
[
|
| 153 |
+
567,
|
| 154 |
+
385
|
| 155 |
+
],
|
| 156 |
+
[
|
| 157 |
+
165,
|
| 158 |
+
575
|
| 159 |
+
]
|
| 160 |
+
],
|
| 161 |
+
"depots": [
|
| 162 |
+
0
|
| 163 |
+
],
|
| 164 |
+
"customers": [
|
| 165 |
+
1,
|
| 166 |
+
2,
|
| 167 |
+
3,
|
| 168 |
+
4,
|
| 169 |
+
5,
|
| 170 |
+
6,
|
| 171 |
+
7,
|
| 172 |
+
8,
|
| 173 |
+
9,
|
| 174 |
+
10,
|
| 175 |
+
11,
|
| 176 |
+
12,
|
| 177 |
+
13,
|
| 178 |
+
14,
|
| 179 |
+
15,
|
| 180 |
+
16,
|
| 181 |
+
17,
|
| 182 |
+
18,
|
| 183 |
+
19,
|
| 184 |
+
20
|
| 185 |
+
],
|
| 186 |
+
"metrics": {
|
| 187 |
+
"total_cost": 8246.381335985818,
|
| 188 |
+
"cvr": 0.0,
|
| 189 |
+
"feasibility": 1.0,
|
| 190 |
+
"runtime": 0.0,
|
| 191 |
+
"robustness": 0.09530813290411383
|
| 192 |
+
}
|
| 193 |
+
}
|
data/twvrp_20_single_depot_OR-Tools_0.json
ADDED
|
@@ -0,0 +1,181 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "twvrp_20_single_depot",
|
| 3 |
+
"solver": "OR-Tools",
|
| 4 |
+
"instance": 0,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
15,
|
| 9 |
+
10,
|
| 10 |
+
20,
|
| 11 |
+
0
|
| 12 |
+
],
|
| 13 |
+
[
|
| 14 |
+
0,
|
| 15 |
+
19,
|
| 16 |
+
8,
|
| 17 |
+
7,
|
| 18 |
+
0
|
| 19 |
+
],
|
| 20 |
+
[
|
| 21 |
+
0,
|
| 22 |
+
18,
|
| 23 |
+
17,
|
| 24 |
+
14,
|
| 25 |
+
0
|
| 26 |
+
],
|
| 27 |
+
[
|
| 28 |
+
0,
|
| 29 |
+
2,
|
| 30 |
+
12,
|
| 31 |
+
5,
|
| 32 |
+
0
|
| 33 |
+
],
|
| 34 |
+
[
|
| 35 |
+
0,
|
| 36 |
+
9,
|
| 37 |
+
6,
|
| 38 |
+
13,
|
| 39 |
+
0
|
| 40 |
+
],
|
| 41 |
+
[
|
| 42 |
+
0,
|
| 43 |
+
16,
|
| 44 |
+
3,
|
| 45 |
+
0
|
| 46 |
+
],
|
| 47 |
+
[
|
| 48 |
+
0,
|
| 49 |
+
1,
|
| 50 |
+
0
|
| 51 |
+
],
|
| 52 |
+
[
|
| 53 |
+
0,
|
| 54 |
+
4,
|
| 55 |
+
0
|
| 56 |
+
],
|
| 57 |
+
[
|
| 58 |
+
0,
|
| 59 |
+
11,
|
| 60 |
+
0
|
| 61 |
+
]
|
| 62 |
+
],
|
| 63 |
+
"locations": [
|
| 64 |
+
[
|
| 65 |
+
479,
|
| 66 |
+
465
|
| 67 |
+
],
|
| 68 |
+
[
|
| 69 |
+
0,
|
| 70 |
+
533
|
| 71 |
+
],
|
| 72 |
+
[
|
| 73 |
+
647,
|
| 74 |
+
494
|
| 75 |
+
],
|
| 76 |
+
[
|
| 77 |
+
717,
|
| 78 |
+
328
|
| 79 |
+
],
|
| 80 |
+
[
|
| 81 |
+
173,
|
| 82 |
+
523
|
| 83 |
+
],
|
| 84 |
+
[
|
| 85 |
+
525,
|
| 86 |
+
699
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
596,
|
| 90 |
+
239
|
| 91 |
+
],
|
| 92 |
+
[
|
| 93 |
+
560,
|
| 94 |
+
179
|
| 95 |
+
],
|
| 96 |
+
[
|
| 97 |
+
556,
|
| 98 |
+
352
|
| 99 |
+
],
|
| 100 |
+
[
|
| 101 |
+
609,
|
| 102 |
+
331
|
| 103 |
+
],
|
| 104 |
+
[
|
| 105 |
+
428,
|
| 106 |
+
570
|
| 107 |
+
],
|
| 108 |
+
[
|
| 109 |
+
442,
|
| 110 |
+
829
|
| 111 |
+
],
|
| 112 |
+
[
|
| 113 |
+
625,
|
| 114 |
+
566
|
| 115 |
+
],
|
| 116 |
+
[
|
| 117 |
+
896,
|
| 118 |
+
0
|
| 119 |
+
],
|
| 120 |
+
[
|
| 121 |
+
458,
|
| 122 |
+
933
|
| 123 |
+
],
|
| 124 |
+
[
|
| 125 |
+
416,
|
| 126 |
+
511
|
| 127 |
+
],
|
| 128 |
+
[
|
| 129 |
+
573,
|
| 130 |
+
213
|
| 131 |
+
],
|
| 132 |
+
[
|
| 133 |
+
248,
|
| 134 |
+
482
|
| 135 |
+
],
|
| 136 |
+
[
|
| 137 |
+
372,
|
| 138 |
+
551
|
| 139 |
+
],
|
| 140 |
+
[
|
| 141 |
+
567,
|
| 142 |
+
385
|
| 143 |
+
],
|
| 144 |
+
[
|
| 145 |
+
165,
|
| 146 |
+
575
|
| 147 |
+
]
|
| 148 |
+
],
|
| 149 |
+
"depots": [
|
| 150 |
+
0
|
| 151 |
+
],
|
| 152 |
+
"customers": [
|
| 153 |
+
1,
|
| 154 |
+
2,
|
| 155 |
+
3,
|
| 156 |
+
4,
|
| 157 |
+
5,
|
| 158 |
+
6,
|
| 159 |
+
7,
|
| 160 |
+
8,
|
| 161 |
+
9,
|
| 162 |
+
10,
|
| 163 |
+
11,
|
| 164 |
+
12,
|
| 165 |
+
13,
|
| 166 |
+
14,
|
| 167 |
+
15,
|
| 168 |
+
16,
|
| 169 |
+
17,
|
| 170 |
+
18,
|
| 171 |
+
19,
|
| 172 |
+
20
|
| 173 |
+
],
|
| 174 |
+
"metrics": {
|
| 175 |
+
"total_cost": 7595.4388350444315,
|
| 176 |
+
"cvr": 0.0,
|
| 177 |
+
"feasibility": 1.0,
|
| 178 |
+
"runtime": 0.008696556091308594,
|
| 179 |
+
"robustness": 0.09110493585093013
|
| 180 |
+
}
|
| 181 |
+
}
|
data/twvrp_20_single_depot_OR-Tools_1.json
ADDED
|
@@ -0,0 +1,193 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "twvrp_20_single_depot",
|
| 3 |
+
"solver": "OR-Tools",
|
| 4 |
+
"instance": 1,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
15,
|
| 9 |
+
18,
|
| 10 |
+
0
|
| 11 |
+
],
|
| 12 |
+
[
|
| 13 |
+
0,
|
| 14 |
+
10,
|
| 15 |
+
5,
|
| 16 |
+
0
|
| 17 |
+
],
|
| 18 |
+
[
|
| 19 |
+
0,
|
| 20 |
+
19,
|
| 21 |
+
8,
|
| 22 |
+
12,
|
| 23 |
+
0
|
| 24 |
+
],
|
| 25 |
+
[
|
| 26 |
+
0,
|
| 27 |
+
2,
|
| 28 |
+
0
|
| 29 |
+
],
|
| 30 |
+
[
|
| 31 |
+
0,
|
| 32 |
+
9,
|
| 33 |
+
6,
|
| 34 |
+
7,
|
| 35 |
+
0
|
| 36 |
+
],
|
| 37 |
+
[
|
| 38 |
+
0,
|
| 39 |
+
17,
|
| 40 |
+
4,
|
| 41 |
+
0
|
| 42 |
+
],
|
| 43 |
+
[
|
| 44 |
+
0,
|
| 45 |
+
16,
|
| 46 |
+
3,
|
| 47 |
+
0
|
| 48 |
+
],
|
| 49 |
+
[
|
| 50 |
+
0,
|
| 51 |
+
20,
|
| 52 |
+
0
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
0,
|
| 56 |
+
11,
|
| 57 |
+
0
|
| 58 |
+
],
|
| 59 |
+
[
|
| 60 |
+
0,
|
| 61 |
+
1,
|
| 62 |
+
0
|
| 63 |
+
],
|
| 64 |
+
[
|
| 65 |
+
0,
|
| 66 |
+
13,
|
| 67 |
+
0
|
| 68 |
+
],
|
| 69 |
+
[
|
| 70 |
+
0,
|
| 71 |
+
14,
|
| 72 |
+
0
|
| 73 |
+
]
|
| 74 |
+
],
|
| 75 |
+
"locations": [
|
| 76 |
+
[
|
| 77 |
+
479,
|
| 78 |
+
465
|
| 79 |
+
],
|
| 80 |
+
[
|
| 81 |
+
0,
|
| 82 |
+
533
|
| 83 |
+
],
|
| 84 |
+
[
|
| 85 |
+
647,
|
| 86 |
+
494
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
717,
|
| 90 |
+
328
|
| 91 |
+
],
|
| 92 |
+
[
|
| 93 |
+
173,
|
| 94 |
+
523
|
| 95 |
+
],
|
| 96 |
+
[
|
| 97 |
+
525,
|
| 98 |
+
699
|
| 99 |
+
],
|
| 100 |
+
[
|
| 101 |
+
596,
|
| 102 |
+
239
|
| 103 |
+
],
|
| 104 |
+
[
|
| 105 |
+
560,
|
| 106 |
+
179
|
| 107 |
+
],
|
| 108 |
+
[
|
| 109 |
+
556,
|
| 110 |
+
352
|
| 111 |
+
],
|
| 112 |
+
[
|
| 113 |
+
609,
|
| 114 |
+
331
|
| 115 |
+
],
|
| 116 |
+
[
|
| 117 |
+
428,
|
| 118 |
+
570
|
| 119 |
+
],
|
| 120 |
+
[
|
| 121 |
+
442,
|
| 122 |
+
829
|
| 123 |
+
],
|
| 124 |
+
[
|
| 125 |
+
625,
|
| 126 |
+
566
|
| 127 |
+
],
|
| 128 |
+
[
|
| 129 |
+
896,
|
| 130 |
+
0
|
| 131 |
+
],
|
| 132 |
+
[
|
| 133 |
+
458,
|
| 134 |
+
933
|
| 135 |
+
],
|
| 136 |
+
[
|
| 137 |
+
416,
|
| 138 |
+
511
|
| 139 |
+
],
|
| 140 |
+
[
|
| 141 |
+
573,
|
| 142 |
+
213
|
| 143 |
+
],
|
| 144 |
+
[
|
| 145 |
+
248,
|
| 146 |
+
482
|
| 147 |
+
],
|
| 148 |
+
[
|
| 149 |
+
372,
|
| 150 |
+
551
|
| 151 |
+
],
|
| 152 |
+
[
|
| 153 |
+
567,
|
| 154 |
+
385
|
| 155 |
+
],
|
| 156 |
+
[
|
| 157 |
+
165,
|
| 158 |
+
575
|
| 159 |
+
]
|
| 160 |
+
],
|
| 161 |
+
"depots": [
|
| 162 |
+
0
|
| 163 |
+
],
|
| 164 |
+
"customers": [
|
| 165 |
+
1,
|
| 166 |
+
2,
|
| 167 |
+
3,
|
| 168 |
+
4,
|
| 169 |
+
5,
|
| 170 |
+
6,
|
| 171 |
+
7,
|
| 172 |
+
8,
|
| 173 |
+
9,
|
| 174 |
+
10,
|
| 175 |
+
11,
|
| 176 |
+
12,
|
| 177 |
+
13,
|
| 178 |
+
14,
|
| 179 |
+
15,
|
| 180 |
+
16,
|
| 181 |
+
17,
|
| 182 |
+
18,
|
| 183 |
+
19,
|
| 184 |
+
20
|
| 185 |
+
],
|
| 186 |
+
"metrics": {
|
| 187 |
+
"total_cost": 8246.57321907987,
|
| 188 |
+
"cvr": 0.0,
|
| 189 |
+
"feasibility": 1.0,
|
| 190 |
+
"runtime": 0.0074350833892822266,
|
| 191 |
+
"robustness": 0.22000174428725597
|
| 192 |
+
}
|
| 193 |
+
}
|
data/twvrp_20_single_depot_Tabu_Search_0.json
ADDED
|
@@ -0,0 +1,181 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "twvrp_20_single_depot",
|
| 3 |
+
"solver": "Tabu Search",
|
| 4 |
+
"instance": 0,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
18,
|
| 9 |
+
15,
|
| 10 |
+
0
|
| 11 |
+
],
|
| 12 |
+
[
|
| 13 |
+
0,
|
| 14 |
+
2,
|
| 15 |
+
12,
|
| 16 |
+
19,
|
| 17 |
+
8,
|
| 18 |
+
7,
|
| 19 |
+
0
|
| 20 |
+
],
|
| 21 |
+
[
|
| 22 |
+
0,
|
| 23 |
+
14,
|
| 24 |
+
0
|
| 25 |
+
],
|
| 26 |
+
[
|
| 27 |
+
0,
|
| 28 |
+
0
|
| 29 |
+
],
|
| 30 |
+
[
|
| 31 |
+
0,
|
| 32 |
+
9,
|
| 33 |
+
6,
|
| 34 |
+
13,
|
| 35 |
+
0
|
| 36 |
+
],
|
| 37 |
+
[
|
| 38 |
+
0,
|
| 39 |
+
16,
|
| 40 |
+
3,
|
| 41 |
+
0
|
| 42 |
+
],
|
| 43 |
+
[
|
| 44 |
+
0,
|
| 45 |
+
4,
|
| 46 |
+
1,
|
| 47 |
+
20,
|
| 48 |
+
0
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
0,
|
| 52 |
+
17,
|
| 53 |
+
10,
|
| 54 |
+
0
|
| 55 |
+
],
|
| 56 |
+
[
|
| 57 |
+
0,
|
| 58 |
+
11,
|
| 59 |
+
5,
|
| 60 |
+
0
|
| 61 |
+
]
|
| 62 |
+
],
|
| 63 |
+
"locations": [
|
| 64 |
+
[
|
| 65 |
+
479,
|
| 66 |
+
465
|
| 67 |
+
],
|
| 68 |
+
[
|
| 69 |
+
0,
|
| 70 |
+
533
|
| 71 |
+
],
|
| 72 |
+
[
|
| 73 |
+
647,
|
| 74 |
+
494
|
| 75 |
+
],
|
| 76 |
+
[
|
| 77 |
+
717,
|
| 78 |
+
328
|
| 79 |
+
],
|
| 80 |
+
[
|
| 81 |
+
173,
|
| 82 |
+
523
|
| 83 |
+
],
|
| 84 |
+
[
|
| 85 |
+
525,
|
| 86 |
+
699
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
596,
|
| 90 |
+
239
|
| 91 |
+
],
|
| 92 |
+
[
|
| 93 |
+
560,
|
| 94 |
+
179
|
| 95 |
+
],
|
| 96 |
+
[
|
| 97 |
+
556,
|
| 98 |
+
352
|
| 99 |
+
],
|
| 100 |
+
[
|
| 101 |
+
609,
|
| 102 |
+
331
|
| 103 |
+
],
|
| 104 |
+
[
|
| 105 |
+
428,
|
| 106 |
+
570
|
| 107 |
+
],
|
| 108 |
+
[
|
| 109 |
+
442,
|
| 110 |
+
829
|
| 111 |
+
],
|
| 112 |
+
[
|
| 113 |
+
625,
|
| 114 |
+
566
|
| 115 |
+
],
|
| 116 |
+
[
|
| 117 |
+
896,
|
| 118 |
+
0
|
| 119 |
+
],
|
| 120 |
+
[
|
| 121 |
+
458,
|
| 122 |
+
933
|
| 123 |
+
],
|
| 124 |
+
[
|
| 125 |
+
416,
|
| 126 |
+
511
|
| 127 |
+
],
|
| 128 |
+
[
|
| 129 |
+
573,
|
| 130 |
+
213
|
| 131 |
+
],
|
| 132 |
+
[
|
| 133 |
+
248,
|
| 134 |
+
482
|
| 135 |
+
],
|
| 136 |
+
[
|
| 137 |
+
372,
|
| 138 |
+
551
|
| 139 |
+
],
|
| 140 |
+
[
|
| 141 |
+
567,
|
| 142 |
+
385
|
| 143 |
+
],
|
| 144 |
+
[
|
| 145 |
+
165,
|
| 146 |
+
575
|
| 147 |
+
]
|
| 148 |
+
],
|
| 149 |
+
"depots": [
|
| 150 |
+
0
|
| 151 |
+
],
|
| 152 |
+
"customers": [
|
| 153 |
+
1,
|
| 154 |
+
2,
|
| 155 |
+
3,
|
| 156 |
+
4,
|
| 157 |
+
5,
|
| 158 |
+
6,
|
| 159 |
+
7,
|
| 160 |
+
8,
|
| 161 |
+
9,
|
| 162 |
+
10,
|
| 163 |
+
11,
|
| 164 |
+
12,
|
| 165 |
+
13,
|
| 166 |
+
14,
|
| 167 |
+
15,
|
| 168 |
+
16,
|
| 169 |
+
17,
|
| 170 |
+
18,
|
| 171 |
+
19,
|
| 172 |
+
20
|
| 173 |
+
],
|
| 174 |
+
"metrics": {
|
| 175 |
+
"total_cost": 6466.6919554040505,
|
| 176 |
+
"cvr": 0.0,
|
| 177 |
+
"feasibility": 1.0,
|
| 178 |
+
"runtime": 0.33014988899230957,
|
| 179 |
+
"robustness": 0.32700826123372395
|
| 180 |
+
}
|
| 181 |
+
}
|
data/twvrp_20_single_depot_Tabu_Search_1.json
ADDED
|
@@ -0,0 +1,193 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "twvrp_20_single_depot",
|
| 3 |
+
"solver": "Tabu Search",
|
| 4 |
+
"instance": 1,
|
| 5 |
+
"routes": [
|
| 6 |
+
[
|
| 7 |
+
0,
|
| 8 |
+
15,
|
| 9 |
+
10,
|
| 10 |
+
12,
|
| 11 |
+
0
|
| 12 |
+
],
|
| 13 |
+
[
|
| 14 |
+
0,
|
| 15 |
+
5,
|
| 16 |
+
0
|
| 17 |
+
],
|
| 18 |
+
[
|
| 19 |
+
0,
|
| 20 |
+
2,
|
| 21 |
+
19,
|
| 22 |
+
8,
|
| 23 |
+
0
|
| 24 |
+
],
|
| 25 |
+
[
|
| 26 |
+
0,
|
| 27 |
+
0
|
| 28 |
+
],
|
| 29 |
+
[
|
| 30 |
+
0,
|
| 31 |
+
16,
|
| 32 |
+
6,
|
| 33 |
+
7,
|
| 34 |
+
0
|
| 35 |
+
],
|
| 36 |
+
[
|
| 37 |
+
0,
|
| 38 |
+
17,
|
| 39 |
+
0
|
| 40 |
+
],
|
| 41 |
+
[
|
| 42 |
+
0,
|
| 43 |
+
9,
|
| 44 |
+
3,
|
| 45 |
+
0
|
| 46 |
+
],
|
| 47 |
+
[
|
| 48 |
+
0,
|
| 49 |
+
4,
|
| 50 |
+
20,
|
| 51 |
+
0
|
| 52 |
+
],
|
| 53 |
+
[
|
| 54 |
+
0,
|
| 55 |
+
11,
|
| 56 |
+
0
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
0,
|
| 60 |
+
1,
|
| 61 |
+
0
|
| 62 |
+
],
|
| 63 |
+
[
|
| 64 |
+
0,
|
| 65 |
+
13,
|
| 66 |
+
0
|
| 67 |
+
],
|
| 68 |
+
[
|
| 69 |
+
0,
|
| 70 |
+
14,
|
| 71 |
+
18,
|
| 72 |
+
0
|
| 73 |
+
]
|
| 74 |
+
],
|
| 75 |
+
"locations": [
|
| 76 |
+
[
|
| 77 |
+
479,
|
| 78 |
+
465
|
| 79 |
+
],
|
| 80 |
+
[
|
| 81 |
+
0,
|
| 82 |
+
533
|
| 83 |
+
],
|
| 84 |
+
[
|
| 85 |
+
647,
|
| 86 |
+
494
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
717,
|
| 90 |
+
328
|
| 91 |
+
],
|
| 92 |
+
[
|
| 93 |
+
173,
|
| 94 |
+
523
|
| 95 |
+
],
|
| 96 |
+
[
|
| 97 |
+
525,
|
| 98 |
+
699
|
| 99 |
+
],
|
| 100 |
+
[
|
| 101 |
+
596,
|
| 102 |
+
239
|
| 103 |
+
],
|
| 104 |
+
[
|
| 105 |
+
560,
|
| 106 |
+
179
|
| 107 |
+
],
|
| 108 |
+
[
|
| 109 |
+
556,
|
| 110 |
+
352
|
| 111 |
+
],
|
| 112 |
+
[
|
| 113 |
+
609,
|
| 114 |
+
331
|
| 115 |
+
],
|
| 116 |
+
[
|
| 117 |
+
428,
|
| 118 |
+
570
|
| 119 |
+
],
|
| 120 |
+
[
|
| 121 |
+
442,
|
| 122 |
+
829
|
| 123 |
+
],
|
| 124 |
+
[
|
| 125 |
+
625,
|
| 126 |
+
566
|
| 127 |
+
],
|
| 128 |
+
[
|
| 129 |
+
896,
|
| 130 |
+
0
|
| 131 |
+
],
|
| 132 |
+
[
|
| 133 |
+
458,
|
| 134 |
+
933
|
| 135 |
+
],
|
| 136 |
+
[
|
| 137 |
+
416,
|
| 138 |
+
511
|
| 139 |
+
],
|
| 140 |
+
[
|
| 141 |
+
573,
|
| 142 |
+
213
|
| 143 |
+
],
|
| 144 |
+
[
|
| 145 |
+
248,
|
| 146 |
+
482
|
| 147 |
+
],
|
| 148 |
+
[
|
| 149 |
+
372,
|
| 150 |
+
551
|
| 151 |
+
],
|
| 152 |
+
[
|
| 153 |
+
567,
|
| 154 |
+
385
|
| 155 |
+
],
|
| 156 |
+
[
|
| 157 |
+
165,
|
| 158 |
+
575
|
| 159 |
+
]
|
| 160 |
+
],
|
| 161 |
+
"depots": [
|
| 162 |
+
0
|
| 163 |
+
],
|
| 164 |
+
"customers": [
|
| 165 |
+
1,
|
| 166 |
+
2,
|
| 167 |
+
3,
|
| 168 |
+
4,
|
| 169 |
+
5,
|
| 170 |
+
6,
|
| 171 |
+
7,
|
| 172 |
+
8,
|
| 173 |
+
9,
|
| 174 |
+
10,
|
| 175 |
+
11,
|
| 176 |
+
12,
|
| 177 |
+
13,
|
| 178 |
+
14,
|
| 179 |
+
15,
|
| 180 |
+
16,
|
| 181 |
+
17,
|
| 182 |
+
18,
|
| 183 |
+
19,
|
| 184 |
+
20
|
| 185 |
+
],
|
| 186 |
+
"metrics": {
|
| 187 |
+
"total_cost": 7816.750220284371,
|
| 188 |
+
"cvr": 0.0,
|
| 189 |
+
"feasibility": 1.0,
|
| 190 |
+
"runtime": 0.3895120620727539,
|
| 191 |
+
"robustness": 0.08141041205620399
|
| 192 |
+
}
|
| 193 |
+
}
|