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1
0.9
0.8
PDM before ER
PDM after ER
0.7
0.6
0.5
0.4
0.3
0
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
Generations
0.6
0.5
0.4
0.3
0.2
0.1
0
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
Generations
440
438
436
434
432
430
428
426
424
0
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
Generations
Fig. 4. PDM, GDM and Optimal solution curves of the EINET-TSP during the run
for eil51
0.9
0.8
0.7
PDM before ER
PDM after ER
0.6
0.5
0.4
0.3
0
5
10
15
20
25
30
35
40
45
50
55
60
65
Generations
0.6
0.5
0.4
0.3
0.2
0.1
0
5
10
15
20
25
30
35
40
45
50
55
60
65
Generations
25,000
24,000
23,000
22,000
21,000
20,000
0
5
10
15
20
25
30
35
40
45
50
55
60
65
Generaions
Fig. 5. PDM, GDM and Optimal solution curves of the EINET-TSP during the run
for kroA100
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