The Scientific World Journal

Research Article

Human Behavior-Based Particle Swarm Optimization

Table 2

Experimental results obtained by SPSO and HPSO on function from to .


Fun	Dim		Best	Worst	Meadian	Mean	SD	Significant

	30	SPSO				666.6686
	30	HPSO	0	0	0	0	0	+
	50	SPSO			0.0078
	50	HPSO	0	0	0	0	0	+
	100	SPSO
	100	HPSO	0	10000	0	333.3333		+

	30	SPSO		30.0018	10.0017	11.3364	10.0777
	30	HPSO	0	0	0	0	0	+
	50	SPSO	0.0329	70.0010	40.0006	37.3438	15.2918
	50	HPSO	0	0	0	0	0	+
	100	SPSO	51.0214	181.4054	110.5934	114.3039	29.0723
	100	HPSO	0	0	0	0	0	+

	30	SPSO
	30	HPSO	0		0	172.5975	945.3557	+
	50	SPSO
	50	HPSO	0		0	232.6222		+
	100	SPSO
	100	HPSO	0		0			+

	30	SPSO	8.6091	21.2711	12.9945	13.3502	3.5341
	30	HPSO	0	0	0	0	0	+
	50	SPSO	24.2031	39.5127	31.0562	31.1715	4.2886
	50	HPSO	0	0	0	0	0	+
	100	SPSO	54.1172	75.3686	64.7834	64.2358	4.2202
	100	HPSO	0	0	0	0	0	+

	30	SPSO	0	10001	0
	30	HPSO	0	0	0	0	0	+
	50	SPSO	0	20004	4.5000
	50	HPSO	0	0	0	0	0	+
	100	SPSO	127	90040	40068
	100	HPSO	0	0	0	0	0	+

	30	SPSO	0.0344	18.8556	0.0959	3.5587	5.1400
	30	HPSO		0.0030	0.0012	0.0012		+
	50	SPSO	0.0780	72.6594	13.6489	19.6604	19.3860
	50	HPSO		0.0017				+
	100	SPSO	86.7855	381.9209	200.8146	211.9720	88.3159
	100	HPSO		0.0019				+

	30	SPSO	14.3237		140.5176
	30	HPSO	28.6353	28.9456	28.8793	28.8461	0.0932	+
	50	SPSO	97.0317		376.2306
	50	HPSO	48.4886	48.8766	48.7600	48.7513	0.0875	+
	100	SPSO	706.1328
	100	HPSO	98.4280	98.8373	98.7133	98.7129	0.0818	+

	30	SPSO					733.1063
	30	HPSO						−
	50	SPSO
	50	HPSO						−
	100	SPSO
	100	HPSO						−

	30	SPSO	28.7299	160.3815	87.6754	92.5142	32.6994
	30	HPSO	0	0	0	0	0	+
	50	SPSO	175.2643	351.6480	260.4359	258.0518	48.4078
	50	HPSO	0	0	0	0	0	+
	100	SPSO	555.8950	993.3887	750.1694	749.1658	749.1658
	100	HPSO	0	0	0	0	0	+

	30	SPSO	61.4129	221.0445	132.7694	134.5414	33.8073
	30	HPSO	0	0	0	0	0	+
	50	SPSO	157.1020	440.0897	324.2632	310.3595	64.3675
	50	HPSO	0	0	0	0	0	+
	100	SPSO	623.5658		804.6981	813.3435	88.5932
	100	HPSO	0	25	0	0.8333	4.5644	+