An Algorithm for Global Optimization Inspired by Collective Animal Behavior

Table 11

Performance comparison between the ADAPT and the CAB algorithm considering different multimodal functions. The averaged elapsed time (AET) is referred in the format M’s (Minute’second).

Function	n	ADAPT				CAB
		ALS	AET	AIN	ABS	AET	AIN	ABS
𝑓9	30	3705	45.4	23,327	1.2×10^−2	10.2	633	1.0×10^−3
𝑓10	30	4054	1′05.7	38,341	6.21×10^−12	12.1	723	8.88×10^−16
𝑓11	30	32,452	2′12.1	102,321	4.51×10^−10	15.8	884	1.14×10^−13
𝑓17	2	1532	33.2	20,202	0.3976	7.3	332	0.3979
𝑓18	2	1233	31.6	18,845	−3.8611	6.6	295	−3.8628