"combinatorial optimization problems" Papers

A Learning-Augmented Dynamic Programming Approach for Orienteering Problem with Time Windows

Guansheng Peng, Lining Xing, Fuyan Ma et al.

Can Reinforcement Learning Solve Asymmetric Combinatorial-Continuous Zero-Sum Games?

GOAL: A Generalist Combinatorial Optimization Agent Learner

Darko Drakulić, Sofia Michel, Jean-Marc Andreoli

HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs

Pham Vu Tuan Dat, Long Doan, Huynh Thi Thanh Binh

Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling

Sirui Li, Wenbin Ouyang, Yining Ma et al.