Improved sine cosine algorithm for large-scale optimization problems

Improved sine cosine algorithm for large-scale optimization problems

Aiming at the shortcomings of the sine cosine algorithm (SCA) in solving the large-scale optimization problems, such as low accuracy, slow convergence speed, and being easy to fall into the dimension disaster, we propose an sine cosine algorithm with Lévy flight (SCAL). By using the element-by-eleme...

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Bibliographic Details
Main Authors: ZHANG Chao, YANG Yi
Format: Article
Language:English
Published: Science Press (China Science Publishing & Media Ltd.) 2022-11-01
Series:Shenzhen Daxue xuebao. Ligong ban
Subjects:
artificial intelligence
sine cosine algorithm
large-scale optimization problems
lévy flight
nonlinear parameter adjustment based on distance
convergence speed
convergence accuracy
Online Access:https://journal.szu.edu.cn/en/#/digest?ArticleID=2477
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