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...

Full description

Bibliographic Details

Published in:	Information sciences Vol. 720; p. 122531
Main Authors:	Lv, Mengzheng, Wang, Jianzhou, Wang, Shuai, Wang, Kang, Zhao, Yang, Gao, Jialu
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.12.2025
Subjects:	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 Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!