Research Article

An Advanced Amalgam of Nature-Inspired Algorithms for Global Optimization Problems

Table 5

Algorithms position via rank points for unimodal functions.

DimAlgorithmBestWorstMedianMeanStdTotal

GWO9(3)9(3)9(3)9(3)9(3)45(3)
10TLBO4(1)6(2)4(1)6(2)6(2)26(2)
ANIA5(2)3(1)5(2)3(1)3(1)19(1)

GWO9(3)9(3)9(3)9(3)9(3)45(3)
30TLBO3(1)6(2)4(1)5(2)5(2)23(2)
ANIA6(2)3(1)5(2)4(1)4(1)22(1)

GWO18(3)18(3)18(3)18(3)18(3)90(3)
Over AllTLBO7(1)12(2)8(1)11(2)11(2)49(2)
ANIA11(2)6(1)10(2)7(1)7(1)41(1)