Pressure vessel design simulation using hybrid harmony search algorithm

Recently the development of optimization algorithm is rapidly increased. Among several optimization algorithms, Harmony Search (HS) has been recently proposed for solving engineering optimization problems. The HS has some weaknesses such as parameters selection and falling in local optima. Many vari...

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Main Authors:	Alaa A., Alomoush, Mohammed I., Younis, Khalid S., Aloufi, Alsewari, Abdulrahman A., Kamal Z., Zamli
Format:	Conference or Workshop Item
Language:	English
Published:	Universiti Malaysia Pahang 2019
Subjects:	QA76 Computer software
Online Access:	http://umpir.ump.edu.my/id/eprint/27836/ http://umpir.ump.edu.my/id/eprint/27836/ http://umpir.ump.edu.my/id/eprint/27836/1/111.1%20Pressure%20vessel%20design%20simulation%20using%20hybrid%20harmony%20search%20algorithm.pdf

id	ump-27836
recordtype	eprints
spelling	ump-278362020-02-26T04:12:13Z http://umpir.ump.edu.my/id/eprint/27836/ Pressure vessel design simulation using hybrid harmony search algorithm Alaa A., Alomoush Mohammed I., Younis Khalid S., Aloufi Alsewari, Abdulrahman A. Kamal Z., Zamli QA76 Computer software Recently the development of optimization algorithm is rapidly increased. Among several optimization algorithms, Harmony Search (HS) has been recently proposed for solving engineering optimization problems. The HS has some weaknesses such as parameters selection and falling in local optima. Many variants proposed to solve these problems. This paper presents successful hybrid algorithms with high performance to solve the pressure vessel design simulation. The hybrid algorithms consist of well-known variants of HS and an opposition-based learning technique. The hybrid algorithm improved the HS exploration and avoiding falling in local optima, which lead the algorithm to provide significant results. Universiti Malaysia Pahang 2019 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/27836/1/111.1%20Pressure%20vessel%20design%20simulation%20using%20hybrid%20harmony%20search%20algorithm.pdf Alaa A., Alomoush and Mohammed I., Younis and Khalid S., Aloufi and Alsewari, Abdulrahman A. and Kamal Z., Zamli (2019) Pressure vessel design simulation using hybrid harmony search algorithm. In: European Symposium on Computer and Communications (ESCC 2019), 20 - 23 Nov. 2019 , EISTI, Paris. pp. 37-41.. https://doi.org/10.1145/3372454.3372485
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA76 Computer software
spellingShingle	QA76 Computer software Alaa A., Alomoush Mohammed I., Younis Khalid S., Aloufi Alsewari, Abdulrahman A. Kamal Z., Zamli Pressure vessel design simulation using hybrid harmony search algorithm
description	Recently the development of optimization algorithm is rapidly increased. Among several optimization algorithms, Harmony Search (HS) has been recently proposed for solving engineering optimization problems. The HS has some weaknesses such as parameters selection and falling in local optima. Many variants proposed to solve these problems. This paper presents successful hybrid algorithms with high performance to solve the pressure vessel design simulation. The hybrid algorithms consist of well-known variants of HS and an opposition-based learning technique. The hybrid algorithm improved the HS exploration and avoiding falling in local optima, which lead the algorithm to provide significant results.
format	Conference or Workshop Item
author	Alaa A., Alomoush Mohammed I., Younis Khalid S., Aloufi Alsewari, Abdulrahman A. Kamal Z., Zamli
author_facet	Alaa A., Alomoush Mohammed I., Younis Khalid S., Aloufi Alsewari, Abdulrahman A. Kamal Z., Zamli
author_sort	Alaa A., Alomoush
title	Pressure vessel design simulation using hybrid harmony search algorithm
title_short	Pressure vessel design simulation using hybrid harmony search algorithm
title_full	Pressure vessel design simulation using hybrid harmony search algorithm
title_fullStr	Pressure vessel design simulation using hybrid harmony search algorithm
title_full_unstemmed	Pressure vessel design simulation using hybrid harmony search algorithm
title_sort	pressure vessel design simulation using hybrid harmony search algorithm
publisher	Universiti Malaysia Pahang
publishDate	2019
url	http://umpir.ump.edu.my/id/eprint/27836/ http://umpir.ump.edu.my/id/eprint/27836/ http://umpir.ump.edu.my/id/eprint/27836/1/111.1%20Pressure%20vessel%20design%20simulation%20using%20hybrid%20harmony%20search%20algorithm.pdf
first_indexed	2023-09-18T22:43:40Z
last_indexed	2023-09-18T22:43:40Z
_version_	1777417081811107840

Pressure vessel design simulation using hybrid harmony search algorithm

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