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cs.LG2024
Prompt Learning for Generalized Vehicle Routing
Fei Liu, Xi Lin, Weiduo Liao +4
Neural combinatorial optimization (NCO) is a promising learning-based approach to solving various vehicle routing problems without much manual algorithm design. However, the curren…
cs.LG2024
Data-Driven Preference Sampling for Pareto Front Learning
Rongguang Ye, Lei Chen, Weiduo Liao +2
Pareto front learning is a technique that introduces preference vectors in a neural network to approximate the Pareto front. Previous Pareto front learning methods have demonstrate…