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Analysis of scalability and sensitivity for chaotic sine cosine algorithms
Joint Authors
Source
The Iraqi Journal of Electrical and Electronic Engineering
Issue
Vol. 14, Issue 2 (31 Dec. 2018), pp.139-154, 16 p.
Publisher
University of Basrah College of Engineering
Publication Date
2018-12-31
Country of Publication
Iraq
No. of Pages
16
Main Subjects
Abstract EN
Chaotic Sine-Cosine Algorithms (CSCAs) are new metaheuristic optimization algorithms.
However, Chaotic Sine-Cosine Algorithm (CSCAs) are able to manipulate the problems in the standard Sine-Cosine Algorithm (SCA) like, slow convergence rate and falling into local solutions.
This manipulation is done by changing the random parameters in the standard Sine-Cosine Algorithm (SCA) with the chaotic sequences.
To verify the ability of the Chaotic Sine-Cosine Algorithms (CSCAs) for solving problems with large scale problems.
The behaviors of the Chaotic Sine-Cosine Algorithms (CSCAs) were studied under different dimensions 10, 30, 100, and 200.
The results show the high quality solutions and the superiority of all Chaotic Sine-Cosine Algorithms (CSCAs) on the standard SCA algorithm for all selecting dimensions.
Additionally, different initial values of the chaotic maps are used to study the sensitivity of Chaotic Sine-Cosine Algorithms (CSCAs).
The sensitivity test reveals that the initial value 0.7 is the best option for all Chaotic Sine-Cosine Algorithms (CSCAs).
American Psychological Association (APA)
Tahir, Dunya S.& Ali, Ramzi S.. 2018. Analysis of scalability and sensitivity for chaotic sine cosine algorithms. The Iraqi Journal of Electrical and Electronic Engineering،Vol. 14, no. 2, pp.139-154.
https://search.emarefa.net/detail/BIM-902387
Modern Language Association (MLA)
Tahir, Dunya S.& Ali, Ramzi S.. Analysis of scalability and sensitivity for chaotic sine cosine algorithms. The Iraqi Journal of Electrical and Electronic Engineering Vol. 14, no. 2 (2018), pp.139-154.
https://search.emarefa.net/detail/BIM-902387
American Medical Association (AMA)
Tahir, Dunya S.& Ali, Ramzi S.. Analysis of scalability and sensitivity for chaotic sine cosine algorithms. The Iraqi Journal of Electrical and Electronic Engineering. 2018. Vol. 14, no. 2, pp.139-154.
https://search.emarefa.net/detail/BIM-902387
Data Type
Journal Articles
Language
English
Notes
Includes appendices : p. 144-154
Record ID
BIM-902387