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most citedEvolve Cost-aware Acquisition Functions Using Large Language Models

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cs.NE2025

Parametric Pareto Set Learning for Expensive Multi-Objective Optimization

Ji Cheng, Bo Xue, Qingfu Zhang

Parametric multi-objective optimization (PMO) addresses the challenge of solving an infinite family of multi-objective optimization problems, where optimal solutions must adapt to…