Population-Aware Contrastive Surrogates for Expensive Multiobjective Optimization

Songbai Liu, Xun Zhou, Hao Sun, Lijia Ma, Qiuzhen Lin, Jianyong Chen. Population-Aware Contrastive Surrogates for Expensive Multiobjective Optimization. In Giovanni Iacca, Giorgia Nadizar, Anil Yaman, Doina Bucur, Antonio Della Cioppa, Ting Hu 0001, Eric Medvet, Sarah L. Thomson, editors, Parallel Problem Solving from Nature - PPSN XIX - 19th International Conference, PPSN 2026, Trento, Italy, August 29 - September 2, 2026, Proceedings, Part II. Volume 16986 of Lecture Notes in Computer Science, pages 332-349, Springer, 2026. [doi]

Abstract

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