------------------------------------------------------------
                            α=7.0 —— pr76 —— 76 nodes       
------------------------------------------------------------

——————— Mon, 08 Jan 2024 14:46:57 ————————— seperate y_ij <= y_jj - x_ij on lazy constraints ————————— use blossom = false
ILP ——— 39 hubs —— 1—23—22—24—46—45—44—27—29—28—43—42—54—53—52—51—66—65—64—63—62—61—59—60—41—40—39—38—36—37—18—17—11—12—9—6—3—2—77
total time           3614.27 (TL 3600)    gap                  0.049                
blossom time         0                    nb blossom           0.0                  
LB <= UB             551948.15<=580494.06 subtour              376.0                
connectivity cuts    629.0                uc strategy          4                    
uc tolerance         0.01                 tildeV               2:76                 
2-opt strategy       0                                                              
explored_nodes       978                  n lazycuts edges     0.0                  
F                    31.0                 post procedure       true                 
o_i                  0                                                                                                                                                  
Found solution
RING NODES
1—23—22—24—46—45—44—27—29—28—43—42—54—53—52—51—66—65—64—63—62—61—59—60—41—40—39—38—36—37—18—17—11—12—9—6—3—2—77

RING
1  --- 23 | cost [13517.0]
1  --- 77 | cost [0.0]
2  ---  3 | cost [20482.0]
2  --- 77 | cost [7826.0]
3  ---  6 | cost [9576.0]
6  ---  9 | cost [9548.0]
9  --- 12 | cost [11305.0]
11 --- 12 | cost [7826.0]
11 --- 17 | cost [8960.0]
17 --- 18 | cost [4669.0]
18 --- 37 | cost [3850.0]
22 --- 23 | cost [10031.0]
22 --- 24 | cost [11900.0]
24 --- 46 | cost [13517.0]
27 --- 29 | cost [11396.0]
27 --- 44 | cost [21700.0]
28 --- 29 | cost [7805.0]
28 --- 43 | cost [7371.0]
36 --- 37 | cost [3654.0]
36 --- 38 | cost [9730.0]
38 --- 39 | cost [4900.0]
39 --- 40 | cost [10584.0]
40 --- 41 | cost [4669.0]
41 --- 60 | cost [3850.0]
42 --- 43 | cost [5012.0]
42 --- 54 | cost [3850.0]
44 --- 45 | cost [8351.0]
45 --- 46 | cost [10031.0]
51 --- 52 | cost [7805.0]
51 --- 66 | cost [7371.0]
52 --- 53 | cost [6342.0]
53 --- 54 | cost [4081.0]
59 --- 60 | cost [3654.0]
59 --- 61 | cost [9730.0]
61 --- 62 | cost [4900.0]
62 --- 63 | cost [10584.0]
63 --- 64 | cost [4669.0]
64 --- 65 | cost [25900.0]
65 --- 66 | cost [5012.0]

STAR
4  -->  3 | cost [2100.0]
5  -->  6 | cost [3345.0]
7  -->  6 | cost [2718.0]
8  -->  6 | cost [4203.0]
10 -->  9 | cost [2100.0]
13 --> 12 | cost [3492.0]
14 --> 12 | cost [4971.0]
15 --> 12 | cost [4833.0]
16 --> 17 | cost [4536.0]
19 --> 29 | cost [5847.0]
20 -->  6 | cost [6486.0]
21 --> 22 | cost [3579.0]
25 --> 24 | cost [3354.0]
26 --> 27 | cost [2100.0]
30 --> 29 | cost [2718.0]
31 --> 29 | cost [4203.0]
32 --> 29 | cost [4092.0]
33 --> 28 | cost [4089.0]
34 --> 40 | cost [3840.0]
35 --> 36 | cost [3492.0]
47 --> 44 | cost [4350.0]
48 --> 44 | cost [1650.0]
49 --> 52 | cost [4104.0]
50 --> 51 | cost [4107.0]
55 --> 52 | cost [4092.0]
56 --> 51 | cost [4089.0]
57 --> 63 | cost [3840.0]
58 --> 59 | cost [3492.0]
67 --> 66 | cost [11121.0]
68 --> 44 | cost [12660.0]
69 --> 44 | cost [9957.0]
70 --> 65 | cost [21342.0]
71 --> 64 | cost [9441.0]
72 --> 64 | cost [9441.0]
73 --> 64 | cost [9750.0]
74 --> 12 | cost [14397.0]
75 -->  1 | cost [10818.0]
76 -->  1 | cost [11148.0]

BACKUP RING
1  --- 22 | cost [213.5]
2  ---  6 | cost [283.43]
3  ---  9 | cost [189.0]
3  --- 77 | cost [253.47]
6  --- 12 | cost [206.5]
9  --- 11 | cost [129.01]
11 --- 18 | cost [133.91]
12 --- 17 | cost [159.88]
17 --- 37 | cost [84.63]
18 --- 36 | cost [74.27]
22 --- 46 | cost [249.83]
23 --- 24 | cost [212.24]
24 --- 45 | cost [213.5]
27 --- 28 | cost [95.83]
27 --- 45 | cost [256.83]
28 --- 42 | cost [118.86]
29 --- 43 | cost [151.34]
29 --- 44 | cost [330.82]
36 --- 39 | cost [139.37]
37 --- 38 | cost [122.22]
38 --- 40 | cost [148.89000000000001]
39 --- 41 | cost [141.75]
40 --- 60 | cost [84.63]
41 --- 59 | cost [74.27]
42 --- 53 | cost [76.44]
43 --- 54 | cost [86.59]
44 --- 46 | cost [178.5]
51 --- 53 | cost [140.98]
51 --- 65 | cost [118.86]
52 --- 54 | cost [98.07000000000001]
52 --- 66 | cost [151.34]
59 --- 62 | cost [139.37]
60 --- 61 | cost [122.22]
61 --- 63 | cost [148.89000000000001]
62 --- 64 | cost [141.75]
63 --- 65 | cost [252.63]
64 --- 66 | cost [283.64]

BACKUP STAR
4  -->  6 | cost [48.84]
5  -->  9 | cost [48.72]
7  -->  3 | cost [48.84]
8  -->  9 | cost [60.0]
10 --> 11 | cost [48.51]
13 --> 11 | cost [64.32000000000001]
14 --> 11 | cost [79.95]
15 --> 11 | cost [55.14]
16 --> 11 | cost [48.33]
19 -->  6 | cost [84.33]
20 -->  3 | cost [68.7]
21 --> 24 | cost [43.5]
25 --> 22 | cost [46.86]
26 --> 29 | cost [41.04]
30 --> 28 | cost [60.42]
31 --> 28 | cost [75.36]
32 --> 28 | cost [48.72]
33 --> 29 | cost [48.75]
34 --> 39 | cost [48.33]
35 --> 38 | cost [48.33]
47 --> 45 | cost [51.0]
48 --> 45 | cost [46.86]
49 --> 53 | cost [48.84]
50 --> 52 | cost [48.84]
55 --> 51 | cost [48.72]
56 --> 52 | cost [48.75]
57 --> 62 | cost [48.33]
58 --> 61 | cost [48.33]
67 --> 65 | cost [118.5]
68 --> 66 | cost [139.5]
69 --> 45 | cost [107.07000000000001]
70 --> 66 | cost [214.56]
71 --> 63 | cost [112.11]
72 --> 63 | cost [114.36]
73 --> 63 | cost [117.27]
74 --> 11 | cost [174.6]

B = 601.26
i★ = 27
j★ = 44
k★ = 45

       
——————— Mon, 08 Jan 2024 15:47:36 ————————— seperate y_ij <= y_jj - x_ij on lazy constraints ————————— use blossom = false
BD  —— 43 hubs —— 1-2-3-6-9-12-13-15-16-17-18-37-36-38-39-40-41-60-59-61-62-64-63-57-56-51-52-53-54-42-43-28-29-27-44-48-47-45-46-24-22-23-77-1
total time           3603.04 (TL 3600)    gap                  0.006                
blossom time         0                    nb blossom           0.0                  
LB <= UB             569171.5<=572864.98  Master/SP costs      558928/13936.98      
Master time          3590.15              SP time              12.88                
subtour              1122.0               connectivity cuts    2000.0               
uc strategy          4                    uc tolerance         0.01                 
opt. cuts            310.0                SP method            poly                 
tildeV               2:76                 inst transformation  2                    
2-opt strategy       0                                                              
explored nodes       406528               
F                    31.0                 
                                          o_i                  0                                                              
                                          
Found solution
RING NODES
1—2—3—6—9—12—13—15—16—17—18—37—36—38—39—40—41—60—59—61—62—64—63—57—56—51—52—53—54—42—43—28—29—27—44—48—47—45—46—24—22—23—77

RING
1  ---  2 | cost [7826.0]
1  --- 77 | cost [0.0]
2  ---  3 | cost [20482.0]
3  ---  6 | cost [9576.0]
6  ---  9 | cost [9548.0]
9  --- 12 | cost [11305.0]
12 --- 13 | cost [8148.0]
13 --- 15 | cost [9730.0]
15 --- 16 | cost [4900.0]
16 --- 17 | cost [10584.0]
17 --- 18 | cost [4669.0]
18 --- 37 | cost [3850.0]
22 --- 23 | cost [10031.0]
22 --- 24 | cost [11900.0]
23 --- 77 | cost [13517.0]
24 --- 46 | cost [13517.0]
27 --- 29 | cost [11396.0]
27 --- 44 | cost [21700.0]
28 --- 29 | cost [7805.0]
28 --- 43 | cost [7371.0]
36 --- 37 | cost [3654.0]
36 --- 38 | cost [9730.0]
38 --- 39 | cost [4900.0]
39 --- 40 | cost [10584.0]
40 --- 41 | cost [4669.0]
41 --- 60 | cost [3850.0]
42 --- 43 | cost [5012.0]
42 --- 54 | cost [3850.0]
44 --- 48 | cost [3850.0]
45 --- 46 | cost [10031.0]
45 --- 47 | cost [11900.0]
47 --- 48 | cost [7826.0]
51 --- 52 | cost [7805.0]
51 --- 56 | cost [9541.0]
52 --- 53 | cost [6342.0]
53 --- 54 | cost [4081.0]
56 --- 57 | cost [11319.0]
57 --- 63 | cost [8960.0]
59 --- 60 | cost [3654.0]
59 --- 61 | cost [9730.0]
61 --- 62 | cost [4900.0]
62 --- 64 | cost [14175.0]
63 --- 64 | cost [4669.0]

STAR
4  -->  3 | cost [2100.0]
5  -->  6 | cost [3345.0]
7  -->  6 | cost [2718.0]
8  -->  6 | cost [4203.0]
10 -->  9 | cost [2100.0]
11 --> 12 | cost [3354.0]
14 --> 13 | cost [1566.0]
19 --> 29 | cost [5847.0]
20 -->  6 | cost [6486.0]
21 --> 22 | cost [3579.0]
25 --> 24 | cost [3354.0]
26 --> 27 | cost [2100.0]
30 --> 29 | cost [2718.0]
31 --> 29 | cost [4203.0]
32 --> 29 | cost [4092.0]
33 --> 28 | cost [4089.0]
34 --> 40 | cost [3840.0]
35 --> 36 | cost [3492.0]
49 --> 52 | cost [4104.0]
50 --> 51 | cost [4107.0]
55 --> 56 | cost [2100.0]
58 --> 57 | cost [3354.0]
65 --> 51 | cost [5094.0]
66 --> 51 | cost [3159.0]
67 --> 47 | cost [11499.0]
68 --> 47 | cost [9150.0]
69 --> 47 | cost [5793.0]
70 --> 48 | cost [22866.0]
71 --> 64 | cost [9441.0]
72 --> 64 | cost [9441.0]
73 --> 64 | cost [9750.0]
74 --> 13 | cost [11031.0]
75 -->  1 | cost [10818.0]
76 -->  1 | cost [11148.0]

BACKUP RING
1  ---  3 | cost [253.47]
2  ---  6 | cost [283.43]
3  ---  9 | cost [189.0]
6  --- 12 | cost [206.5]
9  --- 13 | cost [181.65]
12 --- 15 | cost [112.77]
13 --- 16 | cost [139.37]
15 --- 17 | cost [148.89000000000001]
16 --- 18 | cost [141.75]
17 --- 37 | cost [84.63]
18 --- 36 | cost [74.27]
22 --- 46 | cost [249.83]
22 --- 77 | cost [213.5]
23 --- 24 | cost [212.24]
24 --- 45 | cost [213.5]
27 --- 28 | cost [95.83]
27 --- 48 | cost [242.55]
28 --- 42 | cost [118.86]
29 --- 43 | cost [151.34]
29 --- 44 | cost [330.82]
36 --- 39 | cost [139.37]
37 --- 38 | cost [122.22]
38 --- 40 | cost [148.89000000000001]
39 --- 41 | cost [141.75]
40 --- 60 | cost [84.63]
41 --- 59 | cost [74.27]
42 --- 53 | cost [76.44]
43 --- 54 | cost [86.59]
44 --- 47 | cost [101.5]
45 --- 48 | cost [109.34]
46 --- 47 | cost [212.24]
51 --- 53 | cost [140.98]
51 --- 57 | cost [206.5]
52 --- 54 | cost [98.07000000000001]
52 --- 56 | cost [113.75]
56 --- 63 | cost [186.34]
57 --- 64 | cost [133.91]
59 --- 62 | cost [139.37]
60 --- 61 | cost [122.22]
61 --- 64 | cost [188.51]
62 --- 63 | cost [105.84]

BACKUP STAR
4  -->  6 | cost [48.84]
5  -->  9 | cost [48.72]
7  -->  3 | cost [48.84]
8  -->  9 | cost [60.0]
10 -->  6 | cost [48.75]
11 --> 17 | cost [38.4]
14 --> 12 | cost [49.71]
19 -->  6 | cost [84.33]
20 -->  3 | cost [68.7]
21 --> 24 | cost [43.5]
25 --> 22 | cost [46.86]
26 --> 29 | cost [41.04]
30 --> 28 | cost [60.42]
31 --> 28 | cost [75.36]
32 --> 28 | cost [48.72]
33 --> 29 | cost [48.75]
34 --> 39 | cost [48.33]
35 --> 38 | cost [48.33]
49 --> 53 | cost [48.84]
50 --> 52 | cost [48.84]
55 --> 52 | cost [40.92]
58 --> 59 | cost [34.92]
65 --> 56 | cost [67.41]
66 --> 56 | cost [58.59]
67 --> 51 | cost [124.86]
68 --> 48 | cost [110.64]
69 --> 48 | cost [85.8]
70 --> 47 | cost [205.98000000000002]
71 --> 63 | cost [112.11]
72 --> 63 | cost [114.36]
73 --> 63 | cost [117.27]
74 --> 15 | cost [135.99]

B = 449.58
i★ = 62
j★ = 64
k★ = 63

       
——————— Thu, 11 Jan 2024 10:01:53 ————————— seperate y_ij <= y_jj - x_ij on lazy constraints ————————— use blossom = false
ILP ——— 48 hubs —— 1—4—5—20—19—30—32—28—43—42—54—26—25—24—46—45—44—47—69—67—50—51—56—57—63—64—62—61—59—60—41—40—39—38—36—37—17—18—16—15—13—12—9—6—8—76—75—77
total time           3621.19 (TL 3600)    gap                  0.21                 
blossom time         0                    nb blossom           0.0                  
LB <= UB             518175.09<=655976.83 subtour              5240.0               
connectivity cuts    0.0                  uc strategy          0                    
uc tolerance         0.01                 tildeV               2:76                 
2-opt strategy       0                                                              
explored_nodes       1097                 n lazycuts edges     0.0                  
F                    31.0                 post procedure       true                 
o_i                  0                                                                                                                                                  
Found solution
RING NODES
1—4—5—20—19—30—32—28—43—42—54—26—25—24—46—45—44—47—69—67—50—51—56—57—63—64—62—61—59—60—41—40—39—38—36—37—17—18—16—15—13—12—9—6—8—76—75—77

RING
1  ---  4 | cost [27237.0]
4  ---  5 | cost [9583.0]
5  --- 20 | cost [7371.0]
6  ---  8 | cost [9807.0]
6  ---  9 | cost [9548.0]
8  --- 76 | cost [49504.0]
9  --- 12 | cost [11305.0]
12 --- 13 | cost [8148.0]
13 --- 15 | cost [9730.0]
15 --- 16 | cost [4900.0]
16 --- 18 | cost [14175.0]
17 --- 18 | cost [4669.0]
17 --- 37 | cost [8463.0]
19 --- 20 | cost [5012.0]
19 --- 30 | cost [7644.0]
24 --- 25 | cost [7826.0]
24 --- 46 | cost [13517.0]
25 --- 26 | cost [20482.0]
26 --- 54 | cost [24423.0]
28 --- 32 | cost [11368.0]
28 --- 43 | cost [7371.0]
30 --- 32 | cost [13020.0]
36 --- 37 | cost [3654.0]
36 --- 38 | cost [9730.0]
38 --- 39 | cost [4900.0]
39 --- 40 | cost [10584.0]
40 --- 41 | cost [4669.0]
41 --- 60 | cost [3850.0]
42 --- 43 | cost [5012.0]
42 --- 54 | cost [3850.0]
44 --- 45 | cost [8351.0]
44 --- 47 | cost [10150.0]
45 --- 46 | cost [10031.0]
47 --- 69 | cost [13517.0]
50 --- 51 | cost [9583.0]
50 --- 67 | cost [21700.0]
51 --- 56 | cost [9541.0]
56 --- 57 | cost [11319.0]
57 --- 63 | cost [8960.0]
59 --- 60 | cost [3654.0]
59 --- 61 | cost [9730.0]
61 --- 62 | cost [4900.0]
62 --- 64 | cost [14175.0]
63 --- 64 | cost [4669.0]
67 --- 69 | cost [17850.0]
75 --- 76 | cost [2100.0]
75 --- 77 | cost [25242.0]

STAR
2  -->  1 | cost [3354.0]
3  -->  6 | cost [4104.0]
7  -->  8 | cost [1749.0]
10 -->  9 | cost [2100.0]
11 --> 12 | cost [3354.0]
14 --> 13 | cost [1566.0]
21 --> 25 | cost [1650.0]
22 --> 25 | cost [4686.0]
23 -->  1 | cost [5793.0]
27 --> 26 | cost [2100.0]
29 --> 30 | cost [2718.0]
31 --> 19 | cost [1650.0]
33 --> 32 | cost [2100.0]
34 --> 40 | cost [3840.0]
35 --> 36 | cost [3492.0]
48 --> 44 | cost [1650.0]
49 --> 50 | cost [2100.0]
52 --> 51 | cost [3345.0]
53 --> 54 | cost [1749.0]
55 --> 56 | cost [2100.0]
58 --> 57 | cost [3354.0]
65 --> 51 | cost [5094.0]
66 --> 51 | cost [3159.0]
68 --> 67 | cost [3579.0]
70 --> 67 | cost [11715.0]
71 --> 64 | cost [9441.0]
72 --> 64 | cost [9441.0]
73 --> 64 | cost [9750.0]
74 --> 13 | cost [11031.0]

BACKUP RING
1  ---  5 | cost [364.42]
4  --- 20 | cost [121.31]
5  --- 19 | cost [118.86]
6  --- 12 | cost [206.5]
6  --- 76 | cost [533.75]
8  ---  9 | cost [140.0]
8  --- 75 | cost [475.93]
9  --- 13 | cost [181.65]
12 --- 15 | cost [112.77]
13 --- 16 | cost [139.37]
15 --- 18 | cost [188.51]
16 --- 17 | cost [105.84]
17 --- 36 | cost [119.0]
18 --- 37 | cost [38.5]
19 --- 32 | cost [172.34]
20 --- 30 | cost [119.0]
24 --- 26 | cost [253.47]
24 --- 45 | cost [213.5]
25 --- 46 | cost [200.20000000000002]
25 --- 54 | cost [432.46000000000004]
26 --- 42 | cost [210.14000000000001]
28 --- 30 | cost [140.98]
28 --- 42 | cost [118.86]
32 --- 43 | cost [172.20000000000002]
36 --- 39 | cost [139.37]
37 --- 38 | cost [122.22]
38 --- 40 | cost [148.89000000000001]
39 --- 41 | cost [141.75]
40 --- 60 | cost [84.63]
41 --- 59 | cost [74.27]
43 --- 54 | cost [86.59]
44 --- 46 | cost [178.5]
44 --- 69 | cost [232.33]
45 --- 47 | cost [119.0]
47 --- 67 | cost [268.31]
50 --- 56 | cost [189.0]
50 --- 69 | cost [290.5]
51 --- 57 | cost [206.5]
51 --- 67 | cost [291.34000000000003]
56 --- 63 | cost [186.34]
57 --- 64 | cost [133.91]
59 --- 62 | cost [139.37]
60 --- 61 | cost [122.22]
61 --- 64 | cost [188.51]
62 --- 63 | cost [105.84]
76 --- 77 | cost [260.12]

BACKUP STAR
3  -->  4 | cost [21.0]
7  -->  6 | cost [27.18]
10 -->  5 | cost [40.89]
11 --> 17 | cost [38.4]
14 --> 12 | cost [49.71]
21 --> 24 | cost [43.5]
22 --> 24 | cost [51.0]
27 --> 28 | cost [41.07]
29 --> 28 | cost [33.45]
31 --> 30 | cost [17.490000000000002]
33 --> 28 | cost [40.89]
34 --> 39 | cost [48.33]
35 --> 38 | cost [48.33]
48 --> 47 | cost [33.54]
49 --> 51 | cost [48.870000000000005]
52 --> 54 | cost [42.03]
53 --> 42 | cost [32.76]
55 --> 51 | cost [48.72]
58 --> 59 | cost [34.92]
65 --> 56 | cost [67.41]
66 --> 50 | cost [51.99]
68 --> 69 | cost [42.99]
70 --> 69 | cost [148.95000000000002]
71 --> 63 | cost [112.11]
72 --> 63 | cost [114.36]
73 --> 63 | cost [117.27]
74 --> 15 | cost [135.99]

B = 560.93
i★ = 6
j★ = 8
k★ = 76

       
——————— Thu, 11 Jan 2024 11:02:41 ————————— seperate y_ij <= y_jj - x_ij on lazy constraints ————————— use blossom = false
BD  —— 40 hubs —— 1-24-21-19-31-30-29-28-27-48-47-69-68-67-50-49-53-52-51-56-63-57-62-58-59-60-41-40-39-36-37-18-17-11-12-9-6-5-4-77-1
total time           3604.97 (TL 3600)    gap                  0.193                
blossom time         0                    nb blossom           0.0                  
LB <= UB             501507.5<=621378.09  Master/SP costs      602580/18798.09      
Master time          3603.94              SP time              1.03                 
subtour              58235.0              connectivity cuts    0.0                  
uc strategy          0                    uc tolerance         0.01                 
opt. cuts            12.0                 SP method            poly                 
tildeV               2:76                 inst transformation  2                    
2-opt strategy       0                                                              
explored nodes       12904                
F                    31.0                 
                                          o_i                  0                                                              
                                          
Found solution
RING NODES
1—24—21—19—31—30—29—28—27—48—47—69—68—67—50—49—53—52—51—56—63—57—62—58—59—60—41—40—39—36—37—18—17—11—12—9—6—5—4—77

RING
1  --- 24 | cost [33250.0]
4  ---  5 | cost [9583.0]
4  --- 77 | cost [27237.0]
5  ---  6 | cost [7805.0]
6  ---  9 | cost [9548.0]
9  --- 12 | cost [11305.0]
11 --- 12 | cost [7826.0]
11 --- 17 | cost [8960.0]
17 --- 18 | cost [4669.0]
18 --- 37 | cost [3850.0]
19 --- 21 | cost [27650.0]
19 --- 31 | cost [3850.0]
21 --- 24 | cost [10150.0]
27 --- 28 | cost [9583.0]
27 --- 48 | cost [24255.0]
28 --- 29 | cost [7805.0]
29 --- 30 | cost [6342.0]
30 --- 31 | cost [4081.0]
36 --- 37 | cost [3654.0]
36 --- 39 | cost [13937.0]
39 --- 40 | cost [10584.0]
40 --- 41 | cost [4669.0]
41 --- 60 | cost [3850.0]
47 --- 48 | cost [7826.0]
47 --- 69 | cost [13517.0]
49 --- 50 | cost [4900.0]
49 --- 53 | cost [11396.0]
50 --- 67 | cost [21700.0]
51 --- 52 | cost [7805.0]
51 --- 56 | cost [9541.0]
52 --- 53 | cost [6342.0]
56 --- 63 | cost [18634.0]
57 --- 62 | cost [11277.0]
57 --- 63 | cost [8960.0]
58 --- 59 | cost [8148.0]
58 --- 62 | cost [12866.0]
59 --- 60 | cost [3654.0]
67 --- 68 | cost [8351.0]
68 --- 69 | cost [10031.0]

STAR
2  -->  1 | cost [3354.0]
3  -->  4 | cost [2100.0]
7  -->  6 | cost [2718.0]
8  -->  6 | cost [4203.0]
10 -->  9 | cost [2100.0]
13 --> 12 | cost [3492.0]
14 --> 12 | cost [4971.0]
15 --> 12 | cost [4833.0]
16 --> 17 | cost [4536.0]
20 --> 19 | cost [2148.0]
22 --> 21 | cost [3579.0]
23 -->  1 | cost [5793.0]
25 --> 21 | cost [1650.0]
26 --> 27 | cost [2100.0]
32 --> 28 | cost [4872.0]
33 --> 28 | cost [4089.0]
34 --> 40 | cost [3840.0]
35 --> 36 | cost [3492.0]
38 --> 39 | cost [2100.0]
42 --> 53 | cost [3276.0]
43 --> 28 | cost [3159.0]
44 --> 48 | cost [1650.0]
45 --> 48 | cost [4686.0]
46 --> 24 | cost [5793.0]
54 --> 53 | cost [1749.0]
55 --> 56 | cost [2100.0]
61 --> 62 | cost [2100.0]
64 --> 63 | cost [2001.0]
65 --> 51 | cost [5094.0]
66 --> 51 | cost [3159.0]
70 --> 67 | cost [11715.0]
71 --> 63 | cost [11211.0]
72 --> 63 | cost [11436.0]
73 --> 63 | cost [11727.0]
74 --> 12 | cost [14397.0]
75 -->  1 | cost [10818.0]
76 -->  1 | cost [11148.0]

BACKUP RING
1  --- 21 | cost [268.31]
4  ---  6 | cost [113.96000000000001]
5  ---  9 | cost [113.68]
5  --- 77 | cost [364.42]
6  --- 12 | cost [206.5]
9  --- 11 | cost [129.01]
11 --- 18 | cost [133.91]
12 --- 17 | cost [159.88]
17 --- 37 | cost [84.63]
18 --- 36 | cost [74.27]
19 --- 24 | cost [354.2]
19 --- 30 | cost [76.44]
21 --- 31 | cost [279.16]
27 --- 29 | cost [113.96000000000001]
27 --- 47 | cost [317.73]
28 --- 30 | cost [140.98]
28 --- 48 | cost [309.05]
29 --- 31 | cost [98.07000000000001]
36 --- 40 | cost [213.5]
37 --- 39 | cost [168.28]
39 --- 41 | cost [141.75]
40 --- 60 | cost [84.63]
41 --- 59 | cost [74.27]
47 --- 68 | cost [213.5]
48 --- 69 | cost [200.20000000000002]
49 --- 52 | cost [95.76]
49 --- 67 | cost [250.04]
50 --- 53 | cost [151.41]
50 --- 68 | cost [256.83]
51 --- 53 | cost [140.98]
51 --- 63 | cost [268.87]
52 --- 56 | cost [113.75]
56 --- 57 | cost [113.19]
57 --- 58 | cost [78.26]
58 --- 60 | cost [115.99000000000001]
59 --- 62 | cost [139.37]
62 --- 63 | cost [105.84]
67 --- 69 | cost [178.5]

BACKUP STAR
3  -->  6 | cost [41.04]
7  -->  9 | cost [55.800000000000004]
8  -->  9 | cost [60.0]
10 -->  5 | cost [40.89]
13 --> 11 | cost [64.32000000000001]
14 --> 11 | cost [79.95]
15 --> 11 | cost [55.14]
16 --> 11 | cost [48.33]
20 -->  5 | cost [31.59]
22 --> 24 | cost [51.0]
25 --> 24 | cost [33.54]
26 --> 29 | cost [41.04]
32 --> 29 | cost [40.92]
33 --> 29 | cost [48.75]
34 --> 39 | cost [48.33]
35 --> 37 | cost [49.71]
38 --> 36 | cost [41.7]
42 --> 28 | cost [50.94]
43 --> 53 | cost [51.0]
44 --> 47 | cost [43.5]
45 --> 47 | cost [51.0]
46 --> 48 | cost [89.46000000000001]
54 --> 52 | cost [42.03]
55 --> 52 | cost [40.92]
61 --> 59 | cost [41.7]
64 --> 57 | cost [57.39]
65 --> 56 | cost [67.41]
66 --> 50 | cost [51.99]
70 --> 68 | cost [118.38]
71 --> 57 | cost [140.70000000000002]
72 --> 62 | cost [147.18]
73 --> 62 | cost [147.93]
74 --> 11 | cost [174.6]

B = 606.39
i★ = 56
j★ = 63
k★ = 57