Particle Swarm and Bacterial Foraging Inspired Hybrid Artificial Bee Colony Algorithm for Numerical Function Optimization

Table 4

Time complexity of the HABC and other algorithms for 10D.

Function	Acceptance	ABC	BSABC	dABC	GABC	IABC	MABC	HABC
1	2E + 5	33.834	2.408	8.757	3.138	6.615	18.846	1.885
2	3E − 2	40.722	4.321	9.534	4.371	13.097	1.788	4.271
3	7E − 2	37.691	10.426	18.707	12.005	9.208	8.260	5.809
4	9E − 2	31.858	2.693	10.626	3.102	9.720	2.500	1.666
5	1E + 1	32.927	10.110	24.425	21.747	8.149	24.291	7.486
6	1E − 2	55.436	35.492	46.767	21.747	51.064	21.471	21.491
7	1E − 3	32.420	6.812	23.474	13.248	8.243	7.310	9.418
8	1E − 10	1.013	1.139	1.478	1.370	0.861	2.167	0.497
9	5E + 0	31.994	13.734	23.098	22.442	6.418	11.457	3.159
10	1E − 1	2.488	5.108	10.637	11.348	0.715	11.893	11.053
11	1E + 2	33.579	12.927	28.197	26.390	16.641	22.121	10.235
12	2E − 3	35.915	16.459	26.651	16.741	23.218	1.594	1.944
13	1E − 3	28.187	13.513	23.821	24.465	29.591	12.792	10.736
14	1E − 3	29.062	26.741	19.538	23.257	30.848	25.700	11.597
15	8E − 1	30.249	14.986	18.243	14.007	12.919	10.799	8.261
16	2E + 0	30.795	14.643	23.071	16.134	21.005	12.926	10.204