Synergistic co-evolution with neural networks for evolutionary optimization

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Kun Bian, Juntao Zhang, Hong Han, You Zhou, Yifei Sun, Shi Cheng, Jun Zhou

Published: 01 Jan 2025, Last Modified: 06 Nov 2025Eng. Appl. Artif. Intell. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A neuro-synergized co-evolutionary optimization (NSCO) framework is proposed.•NSCO framework uses neural networks to extract knowledge from EC algorithms.•The trained neural network can enhance the evolution of EC algorithms.•NSCO is a general framework applicable to various EC algorithms.