Ant Colony Optimization Algorithm for Continuous Domains Based on Position Distribution Model of Ant Colony Foraging

Table 9

Results of test functions for solving constrained optimization problems [18–20].

Function	Known optimal	This paper	ESSR	KM	DP	PEPS_S
G01	−15.000	−13.934798	−15.000	−14.7864	−15.000	−15.000
G02	−0.803619	−0.781996	−0.803515	−0.79953	−0.803587	−0.803540
G03	−1.000	−1.000	−1.000	−0.9997	−0.583	−1.000
G04	−30665.539	−30665.539	−30665.539	−30664.5	−30365.488	−30665.538
G05	5126.498	5126.498	5126.497	—	—	5126.508
G06	−6961.814	−6961.814	−6961.814	−6952.1	−6911.247	−6961.814
G07	24.306	24.329	24.307	24.620	24.309	24.308
G08	−0.095825	−0.095825	−0.095825	−0.095825	−0.095825	−0.095825
G09	680.630	680.630	680.630	680.91	680.632	680.631
G10	7049.331	7078.146	7054.316	7147.9	—	7081.068
G11	0.750	0.750	0.750	0.750	0.750	0.750
G12	−1.000000	−1.000000	−1.000000	−0.999999857	−1.000000	−1.000000