Table 10 Statistical results of ∆ performance of the constrained test applications.

From: A memorized multi-objective Sinh-Cosh optimizer for solving multi-objective engineering design problems

 

∆

NSGAII

MALO

MSSA

MWO

MHS

MOSCA

MSCHO

SRN

Av

0.413

1.477

0.830

0.716

0.761

0.868

0.631

SD

0.026

0.062

0.059

0.050

0.060

0.128

0.045

WRT

-

+

+

+

-

-

 

Welded beam

Av

0.623

1.541

1.193

0.950

0.934

0.800

0.995

SD

0.096

0.076

0.087

0.181

0.059

0.072

0.094

WRT

-

+

+

-

-

-

 

W+/W−

 

87/0

240/0

239/0

120/42

0/47

0/47

 
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