A stochastic configuration network based on chaotic sparrow search algorithm

• Published in: Knowledge-based systems Vol. 220; p. 106924
• Main Authors: Zhang, Chenglong, Ding, Shifei
• Format: Journal Article
• Language: English
• Published: Amsterdam Elsevier B.V 23.05.2021; Elsevier Science Ltd
• Subjects: Algorithms; Chaotic; Configurations; Global optimization; Heuristic methods; Logistic mapping; Mutation; Optimization; Parameters; Performance evaluation; Regularization; Search algorithms; Sparrow search algorithm; Stochastic configuration network; Sparrow search algorithm; Stochastic configuration network; Optimization; Chaotic; Logistic mapping

Stochastic configuration network (SCN), as a novel incremental generation model with supervisory mechanism, has an excellent superiority in solving large-scale data regression and classification problems. However, the accuracy of the SCN is affected by the assignation and selection of some network p...