Exploring Automated Algorithm Design Synergizing Large Language Models and Evolutionary Algorithms: Survey and Insights

Designing algorithms for optimization problems, no matter heuristic or meta-heuristic, often relies on manual design and domain expertise, limiting their scalability and adaptability. The integration of Large Language Models (LLMs) and Evolutionary Algorithms (EAs) presents a promising new way to ov...

Full description

Bibliographic Details

Published in:	Evolutionary computation p. 1
Main Authors:	Yu, He, Liu, Jing
Format:	Journal Article
Language:	English
Published:	United States 31.10.2025
Subjects:	prompt engineering automated algorithm design large language models Evolutionary algorithms optimization
ISSN:	1530-9304, 1530-9304
Online Access:	Get more information
Tags:	Add Tag No Tags, Be the first to tag this record!