{"total":26,"rows":[{"id":"2401.02051","title":"Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model","created":"2024-01-04","cited_by_count":268,"area":null},{"id":"2401.10034","title":"Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap","created":"2024-01-18","cited_by_count":90,"area":null},{"id":"2311.15249","title":"Algorithm Evolution Using Large Language Model","created":"2023-11-26","cited_by_count":53,"area":null},{"id":"2403.01131","title":"LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation","created":"2024-03-02","cited_by_count":45,"area":null},{"id":"2310.12541","title":"Large Language Model for Multi-objective Evolutionary Optimization","created":"2023-10-19","cited_by_count":29,"area":null},{"id":"2411.00625","title":"Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization","created":"2024-11-01","cited_by_count":24,"area":null},{"id":"2501.16224","title":"Language-Based Bayesian Optimization Research Assistant (BORA)","created":"2025-01-27","cited_by_count":15,"area":null},{"id":"2405.07761","title":"LLM4ED: Large Language Models for Automatic Equation Discovery","created":"2024-05-13","cited_by_count":14,"area":null},{"id":"2505.14756","title":"LLINBO: Trustworthy LLM-in-the-Loop Bayesian Optimization","created":"2025-05-20","cited_by_count":14,"area":null},{"id":"2410.20848","title":"Deep Insights into Automated Optimization with Large Language Models and Evolutionary Algorithms","created":"2024-10-28","cited_by_count":12,"area":null},{"id":"2509.08269","title":"A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving","created":"2025-09-10","cited_by_count":11,"area":null},{"id":"2410.22296","title":"Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks","created":"2024-10-29","cited_by_count":10,"area":null},{"id":"2405.18272","title":"Metaheuristics and Large Language Models Join Forces: Toward an Integrated Optimization Approach","created":"2024-05-28","cited_by_count":7,"area":null},{"id":"2412.08072","title":"Using Large Language Models for Parametric Shape Optimization","created":"2024-12-11","cited_by_count":7,"area":null},{"id":"2509.18180","title":"Large Language Models in Operations Research: Methods, Applications, and Challenges","created":"2025-09-18","cited_by_count":6,"area":null},{"id":"2403.03962","title":"Identify Critical Nodes in Complex Network with Large Language Models","created":"2024-03-01","cited_by_count":5,"area":null},{"id":"2601.19924","title":"OPT-Engine: Benchmarking the Limits of LLMs in Optimization Modeling via Complexity Scaling","created":"2026-01-09","cited_by_count":5,"area":null},{"id":"2505.07309","title":"Uncertainty Profiles for LLMs: Uncertainty Source Decomposition and Adaptive Model-Metric Selection","created":"2025-05-12","cited_by_count":4,"area":null},{"id":"2405.10999","title":"Large Language Models for Tuning Evolution Strategies","created":"2024-05-16","cited_by_count":2,"area":null},{"id":"2503.10721","title":"From Understanding to Excelling: Template-Free Algorithm Design through Structural-Functional Co-Evolution","created":"2025-03-13","cited_by_count":2,"area":null},{"id":"2503.12085","title":"Automating the loop in traffic incident management on highway","created":"2025-03-15","cited_by_count":2,"area":null},{"id":"2510.15872","title":"Multimodal Chip Physical Design Engineer Assistant","created":"2025-07-02","cited_by_count":1,"area":null},{"id":"2511.15202","title":"SOLID: a Framework of Synergizing Optimization and LLMs for Intelligent Decision-Making","created":"2025-11-19","cited_by_count":1,"area":null},{"id":"2601.12945","title":"A Component-Based Survey of Interactions between Large Language Models and Multi-Armed Bandits","created":"2026-01-19","cited_by_count":1,"area":null},{"id":"2604.06747","title":"TurboAgent: An LLM-Driven Autonomous Multi-Agent Framework for Turbomachinery Aerodynamic Design","created":"2026-04-08","cited_by_count":1,"area":null},{"id":"2410.17259","title":"Large Language Models for Knowledge-Free Network Management: Feasibility Study and Opportunities","created":"2024-10-06","cited_by_count":0,"area":null}],"next_cursor":null}