Diagnosing Infeasible Optimization Problems Using Large Language Models

Diagnosing Infeasible Optimization Problems Using Large Language Models

23 August 2023

Gonzalo E. Constante-Flores

Papers citing "Diagnosing Infeasible Optimization Problems Using Large Language Models"

14 / 14 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
LLM-OptiRA: LLM-Driven Optimization of Resource Allocation for Non-Convex Problems in Wireless Communications Xinyue Peng Yanming Liu Yihan Cang Chaoqun Cao Ming Chen 54 0 0 04 May 2025
Towards Foundation Models for Mixed Integer Linear Programming Sirui Li Janardhan Kulkarni Ishai Menache Cathy Wu Beibin Li 55 3 0 24 Feb 2025
EquivaMap: Leveraging LLMs for Automatic Equivalence Checking of Optimization Formulations Haotian Zhai Connor Lawless Ellen Vitercik Liu Leqi 54 0 0 20 Feb 2025
Autonomous Industrial Control using an Agentic Framework with Large Language Models Javal Vyas Mehmet Mercangöz AI4CE LLMAG 49 2 0 08 Nov 2024
Deep Insights into Automated Optimization with Large Language Models and Evolutionary Algorithms He Yu Jiaheng Liu 46 2 0 28 Oct 2024
Large Language Model Aided Multi-objective Evolutionary Algorithm: a Low-cost Adaptive Approach Wen Liu Long Chen Zhenzhou Tang 25 3 0 03 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
Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities Hao Zhou Chengming Hu Ye Yuan Yufei Cui Yili Jin ... Di Wu Xue Liu Charlie Zhang Xianbin Wang Jiangchuan Liu 35 59 0 17 May 2024
From Large Language Models and Optimization to Decision Optimization CoPilot: A Research Manifesto Segev Wasserkrug Léonard Boussioux D. Hertog F. Mirzazadeh Ilker Birbil Jannis Kurtz Donato Maragno LLMAG 46 3 0 26 Feb 2024
OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models Ali AhmadiTeshnizi Wenzhi Gao Madeleine Udell LLMAG 13 22 0 15 Feb 2024
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap Xingyu Wu Sheng-hao Wu Jibin Wu Liang Feng Kay Chen Tan ELM 51 59 0 18 Jan 2024
OptiMUS: Optimization Modeling Using MIP Solvers and large language models Ali AhmadiTeshnizi Wenzhi Gao Madeleine Udell LLMAG 16 23 0 09 Oct 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 389 8,495 0 28 Jan 2022