OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large
Language Models

OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models

15 February 2024

Ali AhmadiTeshnizi

Wenzhi Gao

Madeleine Udell

Papers citing "OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models"

11 / 11 papers shown

Title
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Wenhao Li Bo Jin Mingyi Hong Changhong Lu Xiangfeng Wang 48 0 0 07 May 2025
OptimAI: Optimization from Natural Language Using LLM-Powered AI Agents Raghav Thind Youran Sun Ling Liang Haizhao Yang LLMAG 36 0 0 23 Apr 2025
Large Language Models as Particle Swarm Optimizers Yamato Shinohara Jinglue Xu Tianshui Li Hitoshi Iba 31 0 0 12 Apr 2025
CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization Weiwei Sun Shengyu Feng Shanda Li Yiming Yang LLMAG 45 1 0 06 Apr 2025
Towards Foundation Models for Mixed Integer Linear Programming Sirui Li Janardhan Kulkarni Ishai Menache Cathy Wu Beibin Li 55 4 0 24 Feb 2025
Decision Information Meets Large Language Models: The Future of Explainable Operations Research Yansen Zhang Qingcan Kang Wing-Yin Yu Hailei Gong Xiaojin Fu Xiongwei Han Tao Zhong Chen Ma OffRL 59 1 0 14 Feb 2025
Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization Zeyuan Ma Hongshu Guo Yue-jiao Gong Jun Zhang Kay Chen Tan 107 2 0 01 Nov 2024
LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch Caigao Jiang Xiang Shu Hong Qian Xingyu Lu Jun-ping Zhou Aimin Zhou Yang Yu 39 1 0 17 Oct 2024
OptiMUS-0.3: Using Large Language Models to Model and Solve Optimization Problems at Scale Ali AhmadiTeshnizi Wenzhi Gao Herman Brunborg Shayan Talaei Connor Lawless Madeleine Udell 48 4 0 29 Jul 2024
NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions Rindranirina Ramamonjison Timothy T. Yu Raymond Li Haley Li Giuseppe Carenini ... Shiqi He Mahdi Mostajabdaveh Amin Banitalebi-Dehkordi Zirui Zhou Yong Zhang 28 36 0 14 Mar 2023
Augmenting Operations Research with Auto-Formulation of Optimization Models from Problem Descriptions Rindranirina Ramamonjison Haley Li Timothy T. Yu Shiqi He Vishnu Rengan Amin Banitalebi-Dehkordi Zirui Zhou Yong Zhang 40 31 0 30 Sep 2022