A Transition Control Mechanism for Artificial Bee Colony (ABC) Algorithm

Table 7

Results of the ABC algorithms on 500-dimensional functions for evaluations.

Function		ABC	tlABC	tlABC	tlABC	tlABC
	Mean	1.290605e − 06	1.799212e − 07	1.883553e − 07	1.104870e − 07	9.142393e − 07
	Std. dev.	2.802508e − 06	1.406763e − 07	1.233807e − 07	1.051293e − 07	1.875214e − 06
	Mean	0.000000e + 00	0.000000e + 00	0.000000e + 00	0.000000e + 00	0.000000e + 00
	Std. dev.	0.000000e + 00	0.000000e + 00	0.000000e + 00	0.000000e + 00	0.000000e + 00
	Mean	−1.887655e + 05	−1.887683e + 05	−1.889353e + 05	−1.895722e + 05	−1.988947e + 05
	Std. dev.	7.730400e + 02	1.064341e + 03	7.961808e + 02	7.173520e + 02	1.389004e + 03
	Mean	9.185335e + 02	6.244401e + 02	1.233145e + 03	6.366118e + 02	1.144464e + 03
	Std. dev.	1.156629e + 03	1.692910e + 02	2.355193e + 03	2.280679e + 02	1.706124e + 03
	Mean	2.721353e + 02	2.431451e + 02	2.402067e + 02	2.651948e + 02	2.567815e + 02
	Std. dev.	9.054174e + 01	9.960557e + 01	8.497216e + 01	8.850773e + 01	1.086047e + 02
	Mean	1.390284e + 02	1.379240e + 02	1.413926e + 02	1.390184e + 02	4.883904e + 01
	Std. dev.	1.311659e + 01	1.110394e + 01	9.133143e + 00	1.336659e + 01	1.224055e + 01
	Mean	5.312618e − 06	9.069779e − 07	1.961672e − 08	3.092865e − 08	9.607941e − 08
	Std. dev.	1.306894e − 05	7.826006e − 07	2.556943e − 08	1.478953e − 07	5.036284e − 07
	Mean	3.834920e − 01	3.648266e − 01	3.758358e − 01	3.522330e − 01	3.186149e − 03
	Std. dev.	9.247263e − 02	9.051693e − 02	9.648746e − 02	8.698696e − 02	2.611740e − 03
	Mean	7.184301e − 09	1.678214e − 09	6.241791e − 10	3.871350e − 10	6.344426e − 10
	Std. dev.	2.688062e − 09	5.872811e − 09	6.111414e − 10	5.460230e − 10	1.619332e − 09