Regression and relation-assisted evolutionary algorithm for high-dimensional expensive multi-objective optimization

Shuwei Zhu; Yimo Zhang; Wei Fang; Meiji Cui; Kalyanmoy Deb

doi:10.1016/j.swevo.2025.101978

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Regression and relation-assisted evolutionary algorithm for high-dimensional expensive multi-objective optimization

Shuwei Zhu Yimo Zhang Wei Fang Meiji Cui Kalyanmoy Deb

Year: 2025 Journal: Swarm and Evolutionary Computation Vol: 97 Pages: 101978-101978 Publisher: Elsevier BV

DOI: 10.1016/j.swevo.2025.101978

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Keywords:

Computer science Relation (database) Regression Evolutionary algorithm Algorithm Mathematical optimization Regression analysis Artificial intelligence Machine learning Data mining Statistics Mathematics

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Advanced Multi-Objective Optimization Algorithms

Physical Sciences → Computer Science → Computational Theory and Mathematics

Metaheuristic Optimization Algorithms Research

Physical Sciences → Computer Science → Artificial Intelligence

Heat Transfer and Optimization

Physical Sciences → Engineering → Mechanical Engineering

Regression and relation-assisted evolutionary algorithm for high-dimensional expensive multi-objective optimization

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