Research Article

A Gradient-Based Interior-Point Method to Solve the Many-to-Many Assignment Problems

Table 1

The convergence times and success rate for different combinations of , and range.

success rate Converg. success rate Converg.
range % time (ms) range % time (ms)

5 5 100 0.087 5 5 99.91 0.18
5 10 100 0.114 5 10 98.87 0.194
5 20 99.39 0.101 5 20 98.65 0.242
5 50 100 0.119 5 50 97.34 0.237
10 5 99.27 0.147 10 5 98.21 0.252
10 10 99.23 0.141 10 10 98.2 0.27
10 20 99.12 0.156 10 20 98.06 0.301
10 50 100 0.177 10 50 98.03 0.371
15 5 99.04 0.151 15 5 97.97 0.354
15 10 98.97 0.193 15 10 97.89 0.386
15 20 98.94 0.197 15 20 98.48 0.382
15 50 98.47 0.28 15 50 97.54 0.347

5 5 98.34 0.096 5 5 97.41 0.203
5 10 98.32 0.11 5 10 97.38 0.239
5 20 98.18 0.106 5 20 96.88 0.217
5 50 98.69 0.117 5 50 96.67 0.319
10 5 97.95 0.123 10 5 98.81 0.267
10 10 97.83 0.147 10 10 96.6 0.336
10 20 97.56 0.18 10 20 97.62 0.293
10 50 98.44 0.156 10 50 96.5 0.337
15 5 97.29 0.185 15 5 96.3 0.384
15 10 99.25 0.163 15 10 95.78 0.406
15 20 97.1 0.159 15 20 96.23 0.445
15 50 96.17 0.29 15 50 96.16 0.452