Surrogate Ensemble-Assisted Hyper-Heuristic Algorithm for Expensive Optimization Problems

This paper proposes a novel surrogate ensemble-assisted hyper-heuristic algorithm (SEA-HHA) to solve expensive optimization problems (EOPs). A representative HHA consists of two parts: the low-level and the high-level components. In the low-level component, we regard the surrogate-assisted technique...

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Bibliographic Details
Published in:	International journal of computational intelligence systems Vol. 16; no. 1; pp. 1 - 21
Main Authors:	Zhong, Rui, Yu, Jun, Zhang, Chao, Munetomo, Masaharu
Format:	Journal Article
Language:	English
Published:	Dordrecht Springer Netherlands 26.10.2023 Springer
Subjects:	Artificial Intelligence Computational Intelligence Control Engineering Expensive optimization problems (EOPs) High-level and low-level component design Hyper-heuristic algorithm (HHA) Mathematical Logic and Foundations Mechatronics Research Article Robotics Surrogate ensemble-assisted (SEA) Expensive optimization problems (EOPs) Surrogate ensemble-assisted (SEA) High-level and low-level component design Hyper-heuristic algorithm (HHA)
ISSN:	1875-6883, 1875-6883
Online Access:	Get full text
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