Solving Unconstrained Global Optimization Problems via Hybrid Swarm Intelligence Approaches

Table 10

Comparison of the success rate % of the proposed RGA-PSO and AIA-PSO approaches and those of the hybrid algorithms for 11 TPs.

TP number	Function name	Success rate %
		NM-PSO [9]	PSACO [10]	GA-PSO [9]	DE-PSO [12]	AM-PSO1 [12]	AM-PSO2 [12]	CHA [10]	CTSS [10]	AIA-PSO; (this work)	RGA-PSO; (this work)
2	GP	100	100	100	100	100	100	100	100	100	100
3	ES	100	100	100	100	100	100	100	100	100	100
4	B2	100	100	100	100	100	100	100	100	100	100
5	DJ	100	100	100	100	100	100	100	100	100	100
7	RC	100	100	100	100	100	100	100	100	100	100
9	RS2	100	100	100	100	100	100	100	100	100	100
10	RS5	100	100	100	100	100	100	—	—	100	100
11	SH	100	100	100	100	100	100	100	100	100	100
12	ZA2	100	100	100	100	100	100	100	100	100	100
13	ZA5	100	100	100	100	100	100	—	—	100	100
14	ZA10	100	100	100	100	100	100	100	—	100	100

(“—” denotes unavailable information).