Research Article

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

Table 5

Time complexity of the HABC and other algorithms for 30D.

FunctionAcceptanceABCBSABCdABCGABCIABCMABCHABC

12E + 733.5072.65029.9065.0039.13310.3971.036
25E − 241.29215.95724.06120.07612.15713.90711.375
31E + 030.5862.36610.83910.02617.0486.8663.285
43E + 133.47418.45615.02119.59816.97018.87411.977
52E + 134.48828.73029.09034.08131.5627.0149.018
62E − 17.8035.0793.8753.7784.0096.5883.740
71E − 433.4316.45222.6668.93010.02711.6553.463
81E − 1012.9264.2338.7066.0342.7438.0191.677
98E + 133.74712.54523.28628.58615.18012.8623.247
102E + 06.9438.41720.82723.53314.99215.1132.073
112E + 334.93420.29933.10416.40927.45117.46914.429
125E − 342.9404.81724.4984.83819.2271.6411.002
133E − 328.5611.90017.2272.21610.7581.1501.583
142E − 332.53111.27811.8269.85327.5085.9093.640
151E + 136.00020.17527.87625.80913.9638.8527.548
161E + 134.89028.97829.00033.35428.7549.08412.534