Hyperdize Jaya Algorithm for Harmony Search Algorithm's Parameters Selection

Hyperdize Jaya Algorithm for Harmony Search Algorithm's Parameters Selection

This paper present a successful method to tune the parameters of the harmony search algorithm, which is a well-known meta-heuristic algorithm. Choosing the values of HS parameters consider as a difficulty when we use it in different cases, and we tried to solve this problem by using another meta-heu...

Full description

Bibliographic Details
Main Authors: Alaa A., Al-Omoush, Al-Sewari, Abdul Rahman Ahmed Mohammed, Ameen, Bahomaid, Alamri, Hammoudeh S., Kamal Z., Zamli
Format: Conference or Workshop Item
Language:English
Published: Universiti Malaysia Pahang 2016
Subjects:
QA Mathematics
QA75 Electronic computers. Computer science
Online Access:http://umpir.ump.edu.my/id/eprint/15757/
http://umpir.ump.edu.my/id/eprint/15757/
http://umpir.ump.edu.my/id/eprint/15757/1/P107%20pg788-791.pdf
id ump-15757
recordtype eprints
spelling ump-157572018-10-18T04:57:30Z http://umpir.ump.edu.my/id/eprint/15757/ Hyperdize Jaya Algorithm for Harmony Search Algorithm's Parameters Selection Alaa A., Al-Omoush Al-Sewari, Abdul Rahman Ahmed Mohammed Ameen, Bahomaid Alamri, Hammoudeh S. Kamal Z., Zamli QA Mathematics QA75 Electronic computers. Computer science This paper present a successful method to tune the parameters of the harmony search algorithm, which is a well-known meta-heuristic algorithm. Choosing the values of HS parameters consider as a difficulty when we use it in different cases, and we tried to solve this problem by using another meta-heuristic algorithm to pick the right value for one of these parameters, which is harmony memory consideration rate. To evaluate the performance of the amended algorithm, we have applied it on different bench-mark functions that shows its good performance, in terms of result accuracy in contrast with the original algorithm Harmony Search with less number of iterations, and when we compare it with two other well-known variants of HS. Universiti Malaysia Pahang 2016 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/15757/1/P107%20pg788-791.pdf Alaa A., Al-Omoush and Al-Sewari, Abdul Rahman Ahmed Mohammed and Ameen, Bahomaid and Alamri, Hammoudeh S. and Kamal Z., Zamli (2016) Hyperdize Jaya Algorithm for Harmony Search Algorithm's Parameters Selection. In: Proceedings of The National Conference for Postgraduate Research (NCON-PGR 2016), 24-25 September 2016 , Universiti Malaysia Pahang (UMP), Pekan, Pahang. pp. 788-791.. http://ee.ump.edu.my/ncon/wp-content/uploads/2016/10/Proceeding-NCON-PGR-2016.zip
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
topic QA Mathematics
QA75 Electronic computers. Computer science
spellingShingle QA Mathematics
QA75 Electronic computers. Computer science
Alaa A., Al-Omoush
Al-Sewari, Abdul Rahman Ahmed Mohammed
Ameen, Bahomaid
Alamri, Hammoudeh S.
Kamal Z., Zamli
Hyperdize Jaya Algorithm for Harmony Search Algorithm's Parameters Selection
description This paper present a successful method to tune the parameters of the harmony search algorithm, which is a well-known meta-heuristic algorithm. Choosing the values of HS parameters consider as a difficulty when we use it in different cases, and we tried to solve this problem by using another meta-heuristic algorithm to pick the right value for one of these parameters, which is harmony memory consideration rate. To evaluate the performance of the amended algorithm, we have applied it on different bench-mark functions that shows its good performance, in terms of result accuracy in contrast with the original algorithm Harmony Search with less number of iterations, and when we compare it with two other well-known variants of HS.
format Conference or Workshop Item
author Alaa A., Al-Omoush
Al-Sewari, Abdul Rahman Ahmed Mohammed
Ameen, Bahomaid
Alamri, Hammoudeh S.
Kamal Z., Zamli
author_facet Alaa A., Al-Omoush
Al-Sewari, Abdul Rahman Ahmed Mohammed
Ameen, Bahomaid
Alamri, Hammoudeh S.
Kamal Z., Zamli
author_sort Alaa A., Al-Omoush
title Hyperdize Jaya Algorithm for Harmony Search Algorithm's Parameters Selection
title_short Hyperdize Jaya Algorithm for Harmony Search Algorithm's Parameters Selection
title_full Hyperdize Jaya Algorithm for Harmony Search Algorithm's Parameters Selection
title_fullStr Hyperdize Jaya Algorithm for Harmony Search Algorithm's Parameters Selection
title_full_unstemmed Hyperdize Jaya Algorithm for Harmony Search Algorithm's Parameters Selection
title_sort hyperdize jaya algorithm for harmony search algorithm's parameters selection
publisher Universiti Malaysia Pahang
publishDate 2016
url http://umpir.ump.edu.my/id/eprint/15757/
http://umpir.ump.edu.my/id/eprint/15757/
http://umpir.ump.edu.my/id/eprint/15757/1/P107%20pg788-791.pdf
first_indexed 2023-09-18T22:20:46Z
last_indexed 2023-09-18T22:20:46Z
_version_ 1777415640884183040

Similar Items