Generalizable Heuristic Generation Through Large Language Models with Meta-Optimization

27 May 2025

Papers citing "Generalizable Heuristic Generation Through Large Language Models with Meta-Optimization"

6 / 6 papers shown

Title
CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization Weiwei Sun Shengyu Feng Shanda Li Yiming Yang LLMAG 99 5 0 06 Apr 2025
Towards Foundation Models for Mixed Integer Linear Programming Sirui Li Janardhan Kulkarni Ishai Menache Cathy Wu Beibin Li 119 10 0 24 Feb 2025
MAPF-GPT: Imitation Learning for Multi-Agent Pathfinding at Scale Anton Andreychuk Konstantin Yakovlev Aleksandr I. Panov A. Skrynnik AI4CE 157 5 0 29 Aug 2024
RouteFinder: Towards Foundation Models for Vehicle Routing Problems Federico Berto Chuanbo Hua Nayeli Gast Zepeda André Hottung N. Wouda Leon Lan Kevin Tierney J. Park Jinkyoo Park 166 16 0 21 Jun 2024
GOAL: A Generalist Combinatorial Optimization Agent Learner Darko Drakulic Sofia Michel J. Andreoli 117 10 0 21 Jun 2024
Ant Colony Sampling with GFlowNets for Combinatorial Optimization Minsu Kim Sanghyeok Choi Hyeon-Seob Kim Jiwoo Son Jinkyoo Park Yoshua Bengio 136 32 0 11 Mar 2024