Multiswarm Particle Swarm Optimization with Transfer of the Best Particle

Table 2

Results for 10D problems.

Test functions	MSCPSO	W-PSO	CPSO	CMAES	BMPSO
	[10]	[15]	[16]	[17]	Present
Best	1.628e^−001	1.205e^−005	5.260e^−002	2.430e^−002
Worst	3.301e^−000	3.589e^−002	1.983e^−000	6.471e^−001
Mean	1.741e^−000	4.048e^−003	5.484e^−001	1.555e^−001
Std.	6.880e^−001	7.038e^−003	4.282e^−001	1.461e^−001
Best	3.263e^+001	2.011e^−000	8.603e^−000	4.358e^+001	1.990
Worst	6.669e^+001	1.696e^+001	4.498e^+001	1.212e^+002	9.950
Mean	5.471e^+001	7.750e^−000	2.432e^+001	8.182e^+001	4.759
Std.	7.737e^−000	3.677e^−000	7.737e^−000	1.596e^+001	1.894
Best	6.319e^−002	1.008e^−006	2.900e^−003	4.324e^−000
Worst	3.469e^−001	2.046e^−003	2.156e^−001	1.557e^+001
Mean	1.945e^−001	4.139e^−004	6.938e^−002	8.689e^−000
Std.	7.117e^−002	4.641e^−004	5.029e^−002	2.209e^−000
Best	2.331e^−000	7.700e^−003	3.759e^−001	5.834e^−000
Worst	4.909e^−000	5.131e^−001	3.616e^−000	1.992e^+014
Mean	3.749e^−000	1.415e^−001	1.650e^−000	1.399e^+000
Std.	5.918e^−001	1.053e^−001	6.698e^−001	4.010e^+013
Best	2.746e^−000	1.251e^−000	5.386e^+001	5.734e^+005
Worst	9.176e^+003	3.357e^+002	1.877e^+004	1.267e^+007
Mean	1.340e^+003	6.198e^+001	3.090e^+003	4.678e^+006
Std.	1.652e^+003	7.274e^+001	4.007e^+003	3.376e^+006
Best	7.326e^−000	5.662e^−000	1.184e^+001	1.785e^+001	0
Worst	6.411e^+001	1.274e^+001	1.620e^+002	4.574e^+005
Mean	1.783e^+001	8.486e^−000	6.249e^+001	1.993e^+004
Std.	1.319e^+001		3.946e^+001	6.735e^+004	1.704e^−000