Research Article

An Improved Marriage in Honey Bees Optimization Algorithm for Single Objective Unconstrained Optimization

Table 8

Comparative results of IMBO with PSO, DE, ABC, BFA, and BSO algorithms over 30 independent runs for genotype size 50. + indicates that the algorithm is better while − indicates that it is worse than the other, (—): not available value. If both algorithms show similar performance, they are both +.

ProblemIMBO-PSOIMBO-DEIMBO-ABCIMBO-BFAIMBO-BSO
IMBOPSOIMBODEIMBOABCIMBOBFAIMBOBSO

Sphere+++++
Rosenbrock+++++
Rastrigin+++++
Griewank+++++
Schwefel+++
Ackley+++++

Total4233335032