Table 1
Total cost (in function evaluations) for each test function for each global optimization algorithm.
| Algorithm | Rastrigin | Rosenbrock | Himmelblau |
| name | function | function | function |
|
|
|
|
|
|
|||
| Bees | 1220 | 14 491 | 101 664 |
| PSO | 1317 | 535 | 770 |
| Genetic | 241 | 533 | 1626 |
| NS | 4230 | 5080 | 8720 |
| INS | 20 | 1144 | 168 |
Notes. The algorithms stop if the value of χ2 dropped below the given limit of χ2. We neglect here the so-called local optimizer such as LM and SA algorithm because the efficiency of these algorithms depends strongly on the starting values.
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