Research Article

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

Table 6

Algorithms position via rank points for multimodal functions.

DimAlgorithmBestWorstMedianMeanStdTotal

GWO33(3)37(3)32(3)33(3)31(3)166(3)
10TLBO29(2)24(2)30(2)31(2)27(2)141(2)
ANIA15(1)16(1)15(1)14(1)20(1)80(1)

GWO28(2)31(3)26(2)28(2)29(3)142(2)
30TLBO30(3)27(2)31(3)32(3)27(2)147(3)
ANIA19(1)20(1)21(1)18(1)22(1)100(1)

GWO61(3)68(3)58(2)61(2)60(3)308(3)
Over AllTLBO59(2)51(2)61(3)63(3)54(2)288(2)
ANIA34(1)36(1)36(1)32(1)42(1)180(1)