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29733

A HYDRID OPTIMIZATION ALGORITHM FOR SOLVING CONSTRAINED ENGINEERING DESIGN PROBLEMS

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Last updated: 22 Jan 2023

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Abstract

Abstract - An algorithm called ACO-FA is proposed which incorporates concepts from ant colony optimization (ACO) and firefly algorithm (FA). The methodology of the proposed algorithm is introduced based on a refining mechanism of ACO and FA for updating the solutions of ACO-FA. Moreover, the evolutions of these solutions are performed by using feasibility rule that maintain the solutions with lower degrees of constraint violations. The proposed algorithm ACO-FA is tested on several benchmark functions. Numerical comparisons with different hybrid meta-heuristics demonstrate its effectiveness and efficiency.

DOI

10.21608/icmep.2014.29733

Keywords

Ant Colony Optimization, Firefly algorithm, constrained optimization

Authors

First Name

Elsayed

Last Name

Zaki

MiddleName

M.

Affiliation

Department of Basic Engineering Science, Faculty of Engineering , Shebin El-Kom, Minoufia University, Egypt .

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Volume

7

Article Issue

International Conference on Mathematics and Engineering Physics (ICMEP-7)

Related Issue

5189

Issue Date

2014-05-01

Receive Date

2019-04-07

Publish Date

2014-05-01

Page Start

1

Page End

9

Print ISSN

2636-431X

Online ISSN

2636-4328

Article File

ICMEP_Volume 7_Issue International Conference on Mathematics and Engineering Physics (ICMEP-7)_Pages 1-9.pdf

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https://icmep.journals.ekb.eg/article_29733.html

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https://icmep.journals.ekb.eg/service?article_code=29733

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Original Article

Type Code

830

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Journal

Publication Title

The International Conference on Mathematics and Engineering Physics

Publication Link

https://icmep.journals.ekb.eg/

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Article

Created At

22 Jan 2023