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This paper proposes a multimodal multiobjective Differential Evolution optimization algorithm (MMODE). The technique is conceived for deployment on problems ...
Jul 27, 2022 · This article proposes a novel differential evolution algorithm for solving constrained multimodal multiobjective optimization problems ...
Nov 7, 2023 · This article proposes a novel multimodal multiobjective differential evolution (DE) algorithm with species conservation, which develops a new way of locating ...
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Multi-modal multi-objective problems (MMMOPs) have two or more distinct Pareto-optimal sets (PSs) mapping to the same Pareto-front (PF).
Jun 20, 2024 · We develop a multimodal multi-objective differential evolution algorithm based on distributed individuals and lifetime mechanism.
Apr 9, 2024 · This paper proposes a new differential evolution algorithm to solve MMOPs with higher-dimensional decision variables. Due to the increase in the ...
Differential Evolution (DE) is a simple but powerful evolu- tionary optimization algorithm with many successful applications. In this paper we propose ...
Aug 1, 2024 · We propose a differential evolution algorithm based on local grid search, called LGSDE. LGSDE establishes a local grid region for each solution, achieving a ...
Jul 16, 2024 · The article proposes an optimization algorithm using a hierarchical environment selection strategyto solve the deficiencies of current multimodal multi- ...
Mar 14, 2024 · Differential evolution using improved crowding distance for multimodal multiobjective optimization. Swarm And Evolutionary Computation 62:100849.