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

Table 9

The mean solutions obtained by the TLBO, HBMO, BBMO, and IMBO algorithms for 6 test functions over 30 independent runs and total success numbers of algorithms. Genotype size: 50; (—): not available value, SD: standard deviation, AV: global minimum average.

Problem		IMBO	TLBO	HBMO	BBMO
Sphere	AV	0	0.00	0.67	0.00
	SD	0	0.00	—	—
Rosenbrock	AV	0	47.0162	46.07	24.37
	SD	0.142502861	3.56𝐸−01	—	—
Rastrigin	AV	4.54747𝐸−15	2.03𝐸−12	4.03	1.59𝐸−08
	SD	3.18323𝐸−14	5.46𝐸−12	—	—
Griewank	AV	0	0.00	1.44𝐸−02	0.00
	SD	0	0.00	—	—
Schwefel	AV	−6.17561𝐸+29	−20437.84	—	—
	SD	3.52272𝐸+30	1.48𝐸+02	—	—
Ackley	AV	1.57𝐸−14	3.55𝐸−15	—	—
	SD	2.30𝐸−15	8.32𝐸−31	—	—