A dimensional complementarity-based periodic game differential evolution for numerical optimization and real-world challenges

Pengpeng Shang

doi:10.1016/j.asoc.2026.116189

A dimensional complementarity-based periodic game differential evolution for numerical optimization and real-world challenges

2026-08-08

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AI

P

Pengpeng Shang

S

Sanyang Liu

Y

Yiguang Bai

Y

Yudong Gong *

C

Chunfeng Wang

DOI：10.1016/j.asoc.2026.116189

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Abstract

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• This study proposes a novel differential evolution variant, termed GDDE. • The game behavior-aware population evolution (GPE) mechanism promotes interactions among individuals while preserving population diversity. • The dimensional complementarity mechanism (DCM) enables complementary information exchange at the dimensional level. • GDDE shows superior performance on CEC2017, CEC2022, LSOPs, constrained MEPs and UAV path planning problems.

A dimensional complementarity-based periodic game differential evolution for numerical optimization and real-world challenges

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