Research Article
Heuristic-Based Firefly Algorithm for Bound Constrained Nonlinear Binary Optimization
Table 2
Comparison with AMPSO, binPSO, binDE, and AMDE based on
and St.D. (shown in parentheses).
| Prob. | mCS based on (9) | mBS based on (9) | pBC based on (9) | AMPSO | binPSO | binDE | AMDE | | | | | | | | | | |
| Ackley | | 80 | | 1156 | | 2168 | | | | | | | | | | | |
| Foxholes | | 6.1 | | 7.2 | | 6.3 | | | | | | | | | | | |
| Griewank | | 80 | | 1332 | | 2300 | | | | | | | | | | | |
| Quartic | | 2012 | | 1771 | | 2951 | | | | | | | | | | | |
| Rastrigin | | 80 | | 1282.7 | | 2406.7 | | | | | | | | | | | |
| Rosenbrock2 | | 6.5 | | 5.7 | | 6.1 | | | | | | | | | | | |
| Rosenbrock | | 180 | | 2190.7 | | 2088 | | | | | | | | | | | |
| Schaffer | | 6.1 | | 8 | | 4.9 | | | | | | | | | | | |
| Spherical | | 12 | | 12 | | 11.7 | | | | | | | | | | | |
| Step | | 42.7 | | 42.7 | | 48 | | | | | | | | | | | |
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