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)AMPSObinPSObinDEAMDE

Ackley 80 1156 2168

Foxholes6.1 7.2 6.3

Griewank80 1332 2300

Quartic2012 1771 2951

Rastrigin80 1282.7 2406.7

Rosenbrock26.5 5.7 6.1

Rosenbrock180 2190.7 2088

Schaffer 6.1 8 4.9

Spherical12 12 11.7

Step42.7 42.7 48