A New Optimization Algorithm Based on Search and Rescue Operations

Table 7

Success percentage and mean number of function evaluations for ABC, DE, GSA, TLBO, and SAR.

Function	ABC		DE		GSA		TLBO		SAR
	Success %	Mean eval.	Success %	Mean eval.	Success %	Mean eval.	Success %	Mean eval.	Success %	Mean eval.
f1	100	1265	100	744	0	1e4	100	453	100	1762
f2	100	62338	100	28474	100	270315	100	51351	100	30252
f3	100	20459	84	105482	100	50556	0	6e5	100	16334
f4	100	65100	100	28689	100	327167	100	63975	100	30777
f5	100	24281	94	43030	100	118365	100	21029	100	7706
f6	0	4e4	100	1649	100	22650	100	2302	100	3279
f7	0	4e4	100	1408	100	14054	100	1119	100	1948
f8	0	8e4	94	13116	0	8e4	100	30940	100	16711
f9	0	2e5	100	15023	100	109991	100	12527	100	20680
f10	0	4.8e5	24	464170	0	4.8e5	0	4.8e5	100	107834
f11	100	121765	100	52864	4	599957	100	103706	100	51684
f12	0	2e5	100	18450	100	108097	100	23064	100	25306
f13	0	7.5e5	2	7.38e5	0	7.5e5	0	7.5e5	100	156253
f14	100	8998	100	2488	100	16660	100	1759	100	3458
f15	100	4170	100	2213	100	18721	100	1367	100	2156
f16	100	2747	100	1637	100	18902	100	1020	100	1498
f17	100	15600	73	33279	14	94383	20	83000	100	8634
f18	100	92589	0	5e5	0	5e5	0	5e5	100	86189
f19	100	173076	0	5e5	0	5e5	0	5e5	100	98887
f20	100	5922	100	2221	100	18651	100	1526	100	2449
f21	98	11425	100	1817	100	21524	100	1325	100	2566
f22	100	13495	100	9219	0	4e4	100	8136	100	7428
f23	100	4373	100	2217	100	17268	100	1336	100	2134
f24	100	123414	98	53792	100	472456	0	5e5	100	48492
f25	98	91770	78	131265	80	284346	0	5e5	100	38684
f26	100	69014	96	64814	98	261425	8	561692	100	35346
f27	100	76217	96	70921	100	293661	4	582169	100	38992
U fun. avg.	46.2		84.6		61.8		76.9		100
M fun. avg.	99.7		81.5		70.9		52.2		100
S fun. avg.	100		77.4		64.9		65.4		100
N fun. avg.	56.0		86.9		67.6		63.2		100
Total average	73.9		83.0		66.5		64.1		100