A prediction approach based on long short-term memory networks for dynamic multiobjective optimization

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Biao Xu, Gejie Rang, Ruijie Xie, Wenji Li, Dunwei Gong, Zhun Fan, Shengxiang Yang, Jie He

Published: 01 Jan 2025, Last Modified: 06 Nov 2025Expert Syst. Appl. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Cluster-based time series predicts new PS centers, promoting diversity & robustness.•LSTM prediction model are used to capture complex relationships, improving accuracy.•Strategy adapts to various dynamic problems, enhancing algorithm adaptability.