An Artificial Bee Colony Algorithm with Random Location Updating

Table 2

Result comparisons of ABCs at D = 50.

Function	Algorithm	Best	Worst	Mean	SD
f1 sphere	ABC	1.3343e − 07	5.5490e − 07	2.9340e − 07	1.2284e − 07
	GABC	8.0766e − 23	7.5958e − 18	5.1502e − 19	1.7824e − 18
	RABC	1.5569e − 49	2.4871e − 45	3.0262e − 46	5.5547e − 46
f2 Rosenbrock	ABC	6.7942e + 06	2.3206e + 07	1.6657e + 07	3.3657e + 06
	GABC	2.5497e + 01	1.6969e + 02	7.1468e + 01	3.9955e + 01
	RABC	3.4317e + 01	1.0555e + 02	5.6988e + 01	2.5748e + 01
f3 Rastrigin	ABC	3.3160e + 02	4.2417e + 02	3.9589e + 02	1.9607e + 01
	GABC	4.5768e + 01	4.4127e + 02	1.2709e + 02	1.0648e + 02
	RABC	5.0743e + 01	9.9496e + 01	7.5982e + 01	1.4424e + 01
f4 Ackley	ABC	6.7080e − 05	1.6450e − 04	1.0683e − 04	2.8482e − 05
	GABC	7.0690e − 12	6.7093e − 10	1.5803e − 10	1.6938e − 10
	RABC	6.2172e − 15	1.6254e − 13	3.7718e − 14	3.2718e − 14
f5 Griewank	ABC	1.4731e − 07	9.4283e − 07	5.7262e − 07	2.0506e − 07
	GABC	0.00e + 00	0.00e + 00	0.00e + 00	0.00e + 00
	RABC	0.00e + 00	0.00e + 00	0.00e + 00	0.00e + 00