Universiti Teknologi Malaysia Institutional Repository

Firefly algorithm for optimization problem

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).

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Official URL: https://www.researchgate.net/profile/Azlan_Zain/pu...

Abstract

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.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:optimization, metaheuristic, firefly algorithm
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions:Education
ID Code:51073
Deposited By: Haliza Zainal
Deposited On:27 Jan 2016 01:53
Last Modified:03 Sep 2017 10:20

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