Gradient-based optimizer: A new metaheuristic optimization algorithm

•The gradient-based optimizer (GBO) inspired by the gradient-based Newton’s search method.•The GBO uses two main operators: gradient search rule (GSR) and local escaping operator (LEO).•The exploration and exploitation capabilities of GBO is assessed by 28 mathematical functions.•The results on the...

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Bibliographic Details

Published in:	Information sciences Vol. 540; pp. 131 - 159
Main Authors:	Ahmadianfar, Iman, Bozorg-Haddad, Omid, Chu, Xuefeng
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.11.2020
Subjects:	Constrained optimization problem Gradient-based method Metaheuristic algorithm Optimization Gradient-based method Metaheuristic algorithm Constrained optimization problem Optimization
ISSN:	0020-0255, 1872-6291
Online Access:	Get full text
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