A multi-input and three-output wind speed point-interval prediction system based on constrained many-objective optimization problem

•The first three-output neural network for wind speed point-interval forecast.•A many-objective optimization problem with coverage constraint is developed.•The proposed CKNSGA-III perfectly solves many-objective optimization problem.•The theoretical proof of the Pareto front existence in CKNSGA-III...

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Veröffentlicht in:	Information sciences Jg. 720; S. 122531
Hauptverfasser:	Lv, Mengzheng, Wang, Jianzhou, Wang, Shuai, Wang, Kang, Zhao, Yang, Gao, Jialu
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Inc 01.12.2025
Schlagworte:	Advanced optimization algorithm Constrained many-objective optimization problem Interval prediction Three-output neural network Wind speed point prediction Three-output neural network Constrained many-objective optimization problem Advanced optimization algorithm Interval prediction Wind speed point prediction
ISSN:	0020-0255
Online-Zugang:	Volltext
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