Analysis of Population Diversity of Dynamic Probabilistic Particle Swarm Optimization Algorithms

Table 3

The DiversityC statistics of four DPPSO variants.

	Algorithm	Min	Median	Mean	S.D.	Max
Sphere	Gaussian	1.63950	2.32273	2.17125	0.23666	2.45496
	Cauchy	0.56561	0.73207	0.77367	0.22243	2.43161
	Hyperbolic secant	2.24141	2.31036	2.31102	0.02392	2.45377
	Logistic	2.25135	2.31901	2.31947	0.02094	2.45192
Schaffer F6	Gaussian	0.77439	1.5482	1.58883	0.57343	2.48027
	Cauchy	0.85234	1.11183	1.21933	0.31215	2.46800
	Hyperbolic secant	0.73837	1.97228	1.76815	0.55954	2.46817
	Logistic	0.64563	1.53577	1.56642	0.63588	2.47346
Rosenbrock	Gaussian	0.94370	1.64080	1.72126	0.60371	2.43094
	Cauchy	0.41408	0.75121	0.74805	0.15440	2.42691
	Hyperbolic secant	1.65444	2.31035	2.26197	0.14385	2.44611
	Logistic	1.73379	2.34556	2.31043	0.10331	2.42665
Griewank	Gaussian	0.58766	0.73130	1.18115	0.65682	2.44174
	Cauchy	0.58787	0.76279	0.85350	0.28366	2.43911
	Hyperbolic secant	1.49052	2.00325	1.93756	0.37049	2.43946
	Logistic	1.11950	1.18225	1.47494	0.49887	2.45540