Exploratory landscape analysis on black-box optimization problems via Graph Neural Network

Most real-world optimization problems are poorly understood, some of which are black-box optimization problems (BBOPs). Exploratory landscape analysis (ELA) paves the way for algorithm design to deal with BBOPs. Existing ELA methods have limitations on unseen problems and lack analysis on the proble...

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Vydáno v:	Swarm and evolutionary computation Ročník 99; s. 102136
Hlavní autoři:	Yang, Xu, Wang, Rui, Li, Kaiwen, Li, Wenhua, Zhang, Tao
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 01.12.2025
Témata:	Automatic algorithm design Exploratory landscape analysis Graph Neural Network Multimodality Surrogate model Exploratory landscape analysis Surrogate model Multimodality Automatic algorithm design Graph Neural Network
ISSN:	2210-6502
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