A hierarchical reinforcement learning-aware hyper-heuristic algorithm with fitness landscape analysis

•A hyperheuristic algorithm with hierarchical reinforcement learning is proposed.•Two fitness landscape analyses as high-level control strategies are designed.•The automatic algorithm design based on multiple meta-heuristics is presented.•The rewards in light of the real-time dynamic environment are...

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Veröffentlicht in:	Swarm and evolutionary computation Jg. 90; S. 101669
Hauptverfasser:	Zhu, Ningning, Zhao, Fuqing, Yu, Yang, Wang, Ling
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.10.2024
Schlagworte:	Automated algorithm design Fitness landscape analysis Hierarchical reinforcement learning Hyper-heuristic algorithm Meta-heuristic algorithms Hyper-heuristic algorithm Hierarchical reinforcement learning Meta-heuristic algorithms Automated algorithm design Fitness landscape analysis
ISSN:	2210-6502
Online-Zugang:	Volltext
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