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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Swarm and evolutionary computation Jg. 99; S. 102136
Hauptverfasser:	Yang, Xu, Wang, Rui, Li, Kaiwen, Li, Wenhua, Zhang, Tao
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.12.2025
Schlagworte:	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
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!