A Memetic and Reflective Evolution Framework for Automatic Heuristic Design Using Large Language Models

The increasing complexity of real-world engineering problems, ranging from manufacturing scheduling to resource optimization in smart grids, has driven demand for adaptive and high-performing heuristic methods. Automatic Heuristic Design (AHD) and neural-enhanced metaheuristics have shown promise in...

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Bibliographic Details
Main Authors: Fubo Qi, Tianyu Wang, Ruixiang Zheng, Mian Li
Format: Article
Language:English
Published: MDPI AG 2025-08-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/15/8735
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