Extracting T–S Fuzzy Models Using the Cuckoo Search Algorithm

Table 3

Performance comparison of different methods for Box–Jenkins gas furnace data set.

Method	Number of rules (mean)	MSE (mean)	MSE (Std)
CS	2.34	0.1527	0.0129
HUS	2.68	0.1796	0.0300
PSO [19]	3.64	0.1550	0.0427
CRPSO [19]	3.96	0.1428	0.0138
GA [19]	4.32	0.1474	0.0109
DE [19]	4.96	0.1768	0.0602