Research Article

A Simulated Annealing Approach for the Train Design Optimization Problem

Table 7

Performance comparison of our SA approach and other methods; computing times are given in seconds. The bottom row shows a lower bound on the optimal cost, computed as explained in Section 5.3. (all figures rounded to integers).

Number of Example Data Set 1 Data Set 2

Nodes 4 94 221
Blocks 5 239 369
Arcs 5 134 294
Crew Segments 5 154 154

cost time cost time cost time

[21] 2,043,471 45 3,187,999 225
[20] 2,032,516 2,201 3,188,500 2,067
[18] 2,018,644 80,000 3,152,019 75,000
[23] 14,916 0 2,069,752 342 3,240,177 2,700
SA 14,916 1 2,005,514 181 3,170,815 1,991

Lower bound 10,9561,660,361 2,751,213