Teaching learning-based whale optimization algorithm for multi-layer perceptron neural network training

This paper presents an improved teaching learning-based whale optimization algorithm (TSWOA) used the simplex method. First of all, the combination of WOA algorithm and teaching learning-based algorithm not only achieves a better balance between exploration and exploitation of WOA, but also makes wh...

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Bibliographic Details

Published in:	Mathematical Biosciences and Engineering
Main Authors:	Yongquan Zhou, Yanbiao Niu, Qifang Luo, Ming Jiang
Format:	Article
Language:	English
Published:	AIMS Press 2020-09-01
Subjects:	teaching learning-based whale optimization algorithm multi-layer perceptron (mlp) neural network metaheuristic algorithm
Online Access:	https://www.aimspress.com/article/doi/10.3934/mbe.2020319?viewType=HTML