Understanding the Importance of Evolutionary Search in Automated Heuristic Design with Large Language Models

15 July 2024

Papers citing "Understanding the Importance of Evolutionary Search in Automated Heuristic Design with Large Language Models"

5 / 5 papers shown

Title
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Wenhao Li Bo Jin Mingyi Hong Changhong Lu Xiangfeng Wang 42 0 0 07 May 2025
Fitness Landscape of Large Language Model-Assisted Automated Algorithm Search Fei Liu Qingfu Zhang Xialiang Tong M. Yuan K. Mao 70 0 0 28 Apr 2025
Large Language Models for Multi-Facility Location Mechanism Design Nguyen Thach Fei Liu Houyu Zhou Hau Chan 39 0 0 12 Mar 2025
AutoML-GPT: Automatic Machine Learning with GPT Shujian Zhang Chengyue Gong Lemeng Wu Xingchao Liu Mi Zhou LLMAG 52 59 0 04 May 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 315 8,261 0 28 Jan 2022