Solving Multiobjective Optimization Problems Using Artificial Bee Colony Algorithm
Joint Authors
Chen, Hanning
Zou, Wenping
Zhu, Yunlong
Zhang, Beiwei
Source
Discrete Dynamics in Nature and Society
Issue
Vol. 2011, Issue 2011 (31 Dec. 2011), pp.1-37, 37 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2011-11-02
Country of Publication
Egypt
No. of Pages
37
Main Subjects
Abstract EN
Multiobjective optimization has been a difficult problem and focus for research in fields of science and engineering.
This paper presents a novel algorithm based on artificial bee colony (ABC) to deal with multi-objective optimization problems.
ABC is one of the most recently introduced algorithms based on the intelligent foraging behavior of a honey bee swarm.
It uses less control parameters, and it can be efficiently used for solving multimodal and multidimensional optimization problems.
Our algorithm uses the concept of Pareto dominance to determine the flight direction of a bee, and it maintains nondominated solution vectors which have been found in an external archive.
The proposed algorithm is validated using the standard test problems, and simulation results show that the proposed approach is highly competitive and can be considered a viable alternative to solve multi-objective optimization problems.
American Psychological Association (APA)
Zou, Wenping& Zhu, Yunlong& Chen, Hanning& Zhang, Beiwei. 2011. Solving Multiobjective Optimization Problems Using Artificial Bee Colony Algorithm. Discrete Dynamics in Nature and Society،Vol. 2011, no. 2011, pp.1-37.
https://search.emarefa.net/detail/BIM-481529
Modern Language Association (MLA)
Zou, Wenping…[et al.]. Solving Multiobjective Optimization Problems Using Artificial Bee Colony Algorithm. Discrete Dynamics in Nature and Society No. 2011 (2011), pp.1-37.
https://search.emarefa.net/detail/BIM-481529
American Medical Association (AMA)
Zou, Wenping& Zhu, Yunlong& Chen, Hanning& Zhang, Beiwei. Solving Multiobjective Optimization Problems Using Artificial Bee Colony Algorithm. Discrete Dynamics in Nature and Society. 2011. Vol. 2011, no. 2011, pp.1-37.
https://search.emarefa.net/detail/BIM-481529
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-481529