An improved Coati Optimization Algorithm with multiple strategies for engineering design optimization problems

Aiming at the problems of insufficient ability of artificial COA in the late optimization search period, loss of population diversity, easy to fall into local extreme value, resulting in slow convergence and lack of exploration ability; In this paper, an improved COA algorithm based on chaotic seque...

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Vydané v:	Scientific reports Ročník 14; číslo 1; s. 20435 - 44
Hlavní autori:	Qi, Zhang, Yingjie, Dong, Shan, Ye, Xu, Li, Dongcheng, He, Guoqi, Xiang
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	London Nature Publishing Group UK 03.09.2024 Nature Publishing Group Nature Portfolio
Predmet:	639/166 639/705 Adaptive T-distribution variation strategy Alert updating strategy Algorithms CEC2017 Chaotic sequence COA Convergence Design engineering Design optimization Humanities and Social Sciences multidisciplinary Nonlinear inertia weight Optimization algorithms Science Science (multidisciplinary) CEC2017 Engineering design optimization problems Alert updating strategy COA Adaptive T-distribution variation strategy Chaotic sequence Nonlinear inertia weight
ISSN:	2045-2322, 2045-2322
On-line prístup:	Získať plný text
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