Table 17 Performance of optimization algorithms on tension/compression spring design problem.

From: Bobcat Optimization Algorithm: an effective bio-inspired metaheuristic algorithm for solving supply chain optimization problems

Algorithm

Optimum variables

Optimum cost

d

D

P

BOA

0.0516891

0.3567177

11.288966

0.0126019

CMA-ES

0.0516888

0.3567126

11.289268

0.0126652

EBOwithCMAR

0.0516323

0.3553671

11.37253

0.0126658

SPS_L_SHADE_EIG

0.0515113

0.3518632

11.679323

0.0127214

LSHADE_cnEpSi

0.0516893

0.3567246

11.288566

0.0126652

LSHADE

0.0516093

0.3548256

11.409529

0.0126671

WSO

0.0516875

0.3566801

11.291173

0.0126652

AVOA

0.0512837

0.3470699

11.885893

0.0126693

RSA

0.0504195

0.3220395

14.077742

0.0130666

MPA

0.0516908

0.3567596

11.286511

0.0126652

TSA

0.051119

0.3431896

12.150935

0.0126789

WOA

0.0512632

0.3465879

11.917489

0.0126697

GWO

0.0519059

0.3619489

10.993905

0.0126697

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