Firefly algorithm for optimization problem
This paper reviews the applications of Firefly Algorithm (FA) in various domain of optimization problem. 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. Severa...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
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2013
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| _version_ | 1796859569554587648 |
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| author | Johari, Nur Farahlina Mohd Zain, Azlan Mustaffa, Noorfa Haszlinna Udin, Amirmudin |
| author_facet | Johari, Nur Farahlina Mohd Zain, Azlan Mustaffa, Noorfa Haszlinna Udin, Amirmudin |
| author_sort | Johari, Nur Farahlina |
| collection | ePrints |
| description | This paper reviews the applications of Firefly Algorithm (FA) in various domain of
optimization problem. 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. Several categories of optimization problem such as discrete, chaotic, multi-objective and
many more are addressed by inspiring the behavior of fireflies as mentioned in the literatures.
Literatures found that FA was mostly applied by researchers to solve the optimization problems in
Computer Science and Engineering domain. Some of them are enhanced or hybridized with other
techniques to discover better performance. In addition, literatures found that most of the cases that
used FA technique have outperformed compare to other metaheuristic algorithms. |
| first_indexed | 2024-03-05T19:29:06Z |
| format | Conference or Workshop Item |
| id | utm.eprints-51073 |
| institution | Universiti Teknologi Malaysia - ePrints |
| last_indexed | 2024-03-05T19:29:06Z |
| publishDate | 2013 |
| record_format | dspace |
| spelling | utm.eprints-510732017-09-03T10:20:04Z http://eprints.utm.my/51073/ Firefly algorithm for optimization problem Johari, Nur Farahlina Mohd Zain, Azlan Mustaffa, Noorfa Haszlinna Udin, Amirmudin QA75 Electronic computers. Computer science This paper reviews the applications of Firefly Algorithm (FA) in various domain of optimization problem. 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. Several categories of optimization problem such as discrete, chaotic, multi-objective and many more are addressed by inspiring the behavior of fireflies as mentioned in the literatures. Literatures found that FA was mostly applied by researchers to solve the optimization problems in Computer Science and Engineering domain. Some of them are enhanced or hybridized with other techniques to discover better performance. In addition, literatures found that most of the cases that used FA technique have outperformed compare to other metaheuristic algorithms. 2013 Conference or Workshop Item PeerReviewed Johari, Nur Farahlina and Mohd Zain, Azlan and Mustaffa, Noorfa Haszlinna and Udin, Amirmudin (2013) Firefly algorithm for optimization problem. In: Applied Mechanics and Materials Vol. 421 (2013). https://www.researchgate.net/profile/Azlan_Zain/publication/259472546_Firefly_Algorithm_for_Optimization_Problem/links/0deec53529add4e152000000/Firefly-Algorithm-for-Optimization-Problem.pdf |
| spellingShingle | QA75 Electronic computers. Computer science Johari, Nur Farahlina Mohd Zain, Azlan Mustaffa, Noorfa Haszlinna Udin, Amirmudin Firefly algorithm for optimization problem |
| title | Firefly algorithm for optimization problem |
| title_full | Firefly algorithm for optimization problem |
| title_fullStr | Firefly algorithm for optimization problem |
| title_full_unstemmed | Firefly algorithm for optimization problem |
| title_short | Firefly algorithm for optimization problem |
| title_sort | firefly algorithm for optimization problem |
| topic | QA75 Electronic computers. Computer science |
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