Table 11 Optimal results on WBD problem.

From: An improved manta ray foraging optimization algorithm

Algorithm

\(h\)

\(l\)

\(t\)

\(b\)

\(f_{\min }\)

EO

0.2057

3.4705

9.0366

0.2057

1.7449

LFD

0.1857

3.9070

9.1552

0.2051

1.77E+00

SHO

0.205563

3.474846

9.035799

0.205811

1.72566

HGSO

0.2054

3.4476

9.0269

0.2060

1.7260

AOS

0.012665233

0.051689535

0.356729145

11.288297130

1.724852309

CDE

0.205730

3.470489

9.036624

0.205730

1.724852

OMGSCA

0.1997

3.3585

9.0576

0.2057

1.7039

RO

0.2037

3.5285

9.0042

0.2072

1.7353

PFA

0.2057

3.4705

9.0366

0.2057

1.7249

MRFO

0.20572964

3.23491937

9.03662391

0.20572964

1.6927682680

SO

0.20572596

3.23499900

9.03661552

0.20573002

1.6927751986

IMRFO

0.20572964

3.23491935

9.03662391

0.20572964

1.6927682655

  1. Table 11 presents the optimal results solved by IMRFO on the WBD problem compared with 11 new optimization algorithms.