PHH: Policy-Based Hyper-Heuristic With Reinforcement Learning

Hyper-heuristics have a high level of generality and adaptability, allowing them to effectively solve a wide range of complex optimization problems. With reinforcement learning, hyper-heuristics can use experience and knowledge gained to tackle unforeseen problems, allowing hyper-heuristics to adapt...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Orachun Udomkasemsub, Booncharoen Sirinaovakul, Tiranee Achalakul
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	Combinatorial optimization hyper-heuristics policy optimization reinforcement learning workflow scheduling
Online Access:	https://ieeexplore.ieee.org/document/10129938/