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

Table 6

Time complexity of the HABC and other algorithms for 50D.

Function	Acceptance	ABC	BSABC	dABC	GABC	IABC	MABC	HABC
1	3E + 7	38.114	14.070	28.462	6.069	4.553	7.693	2.140
2	4E + 0	42.527	28.695	22.211	9.943	20.540	13.990	10.660
3	7E + 0	33.428	8.440	23.177	14.614	11.959	21.812	7.322
4	7E + 1	35.891	20.545	30.861	18.126	24.237	29.541	14.176
5	2E + 1	36.314	30.805	32.358	36.157	31.126	27.856	20.181
6	4E − 1	19.899	9.505	11.194	9.218	7.051	13.054	5.060
7	8E − 3	31.095	16.599	25.868	15.362	19.242	20.779	12.879
8	1E − 10	28.889	9.694	25.136	31.707	9.869	22.936	4.583
9	2E + 2	31.607	13.149	24.496	26.831	15.387	10.370	3.228
10	6E + 0	3.103	11.702	30.879	33.913	3.529	19.146	20.840
11	5E + 3	35.728	15.498	35.817	36.229	34.458	9.318	7.696
12	7E − 3	47.806	2.850	13.292	2.934	12.257	2.287	2.822
13	4E − 3	27.932	1.798	11.401	2.694	4.320	1.872	1.411
14	3E − 3	14.669	2.801	4.350	2.633	8.051	3.142	1.924
15	3E + 1	35.294	11.286	35.595	9.801	5.398	8.149	5.073
16	2E + 1	14.752	5.442	8.805	6.890	3.984	4.503	2.757