Cuckoo search algorithm for optimization problems - a literature review
Cuckoo Search (CS) is an optimization algorithm developed by Yang and Deb in 2009. This article describes an overview of CS, which is inspired by the life of a bird family, as well as an overview of CS applications in various categories for solving optimization problems. Optimization is a process of...
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my.utm.509682017-09-03T10:10:38Z http://eprints.utm.my/id/eprint/50968/ Cuckoo search algorithm for optimization problems - a literature review Mohamad, Azizah Mohd Zain, Azlan Bazin, Nor Erni Nazira QA75 Electronic computers. Computer science Cuckoo Search (CS) is an optimization algorithm developed by Yang and Deb in 2009. This article describes an overview of CS, which is inspired by the life of a bird family, as well as an overview of CS applications in various categories for solving optimization problems. Optimization is a process of determining the best solution to make something as functional and effective as possible by minimizing or maximizing the parameters involved in the problems. The categories reviewed are Engineering, Pattern Recognition, Job Scheduling, Networking, Object-Oriented Software (Software Testing), and Data Fusion in Wireless Sensor Networks. From the reviewed literature, CS is mostly applied in the engineering area for solving optimization problems. The objective of this study is to provide an overview and to summarize the review of applications of the CS. 2014-05-14 Conference or Workshop Item PeerReviewed Mohamad, Azizah and Mohd Zain, Azlan and Bazin, Nor Erni Nazira (2014) Cuckoo search algorithm for optimization problems - a literature review. In: Applied Artificial Intelligence: An International Journal, Volume 28, 2014 - Issue 5. http://www.tandfonline.com/doi/abs/10.1080/08839514.2014.904599?journalCode=uaai20 |
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QA75 Electronic computers. Computer science Mohamad, Azizah Mohd Zain, Azlan Bazin, Nor Erni Nazira Cuckoo search algorithm for optimization problems - a literature review |
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Cuckoo Search (CS) is an optimization algorithm developed by Yang and Deb in 2009. This article describes an overview of CS, which is inspired by the life of a bird family, as well as an overview of CS applications in various categories for solving optimization problems. Optimization is a process of determining the best solution to make something as functional and effective as possible by minimizing or maximizing the parameters involved in the problems. The categories reviewed are Engineering, Pattern Recognition, Job Scheduling, Networking, Object-Oriented Software (Software Testing), and Data Fusion in Wireless Sensor Networks. From the reviewed literature, CS is mostly applied in the engineering area for solving optimization problems. The objective of this study is to provide an overview and to summarize the review of applications of the CS. |
format |
Conference or Workshop Item |
author |
Mohamad, Azizah Mohd Zain, Azlan Bazin, Nor Erni Nazira |
author_facet |
Mohamad, Azizah Mohd Zain, Azlan Bazin, Nor Erni Nazira |
author_sort |
Mohamad, Azizah |
title |
Cuckoo search algorithm for optimization problems - a literature review |
title_short |
Cuckoo search algorithm for optimization problems - a literature review |
title_full |
Cuckoo search algorithm for optimization problems - a literature review |
title_fullStr |
Cuckoo search algorithm for optimization problems - a literature review |
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Cuckoo search algorithm for optimization problems - a literature review |
title_sort |
cuckoo search algorithm for optimization problems - a literature review |
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2014 |
url |
http://eprints.utm.my/id/eprint/50968/ http://www.tandfonline.com/doi/abs/10.1080/08839514.2014.904599?journalCode=uaai20 |
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