Is gravitational search algorithm's initial gravitational constant a function dependent parameter?

Is gravitational search algorithm's initial gravitational constant a function dependent parameter?

Gravitational search algorithm (GSA) has several parameters to be initialized. One of the parameter is the initial gravitational constant G0. In the original GSA G0 is initialized to 100. Here, the robustness of this setting is evaluated using several test functions. The value of G0 is varied betwee...

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Bibliographic Details
Main Authors: Nor Azlina, Ab. Aziz Nor, Hidayati, Abdul Aziz, Aminurafiuddin, Zulkifli, Zuwairie, Ibrahim, Tasiransurini, Ab. Rahman
Format: Conference or Workshop Item
Language:English
Published: Association for Computing Machinery 2018
Subjects:
TS Manufactures
Online Access:http://umpir.ump.edu.my/id/eprint/22929/
http://umpir.ump.edu.my/id/eprint/22929/
http://umpir.ump.edu.my/id/eprint/22929/1/Is%20gravitational%20search%20algorithm%27s%20initial%20gravitational%20constant%20a%20function%20dependent%20parameter.docx.pdf
id ump-22929
recordtype eprints
spelling ump-229292018-12-24T06:57:46Z http://umpir.ump.edu.my/id/eprint/22929/ Is gravitational search algorithm's initial gravitational constant a function dependent parameter? Nor Azlina, Ab. Aziz Nor Hidayati, Abdul Aziz Aminurafiuddin, Zulkifli Zuwairie, Ibrahim Tasiransurini, Ab. Rahman TS Manufactures Gravitational search algorithm (GSA) has several parameters to be initialized. One of the parameter is the initial gravitational constant G0. In the original GSA G0 is initialized to 100. Here, the robustness of this setting is evaluated using several test functions. The value of G0 is varied between 10 to 100000. The results from the experiment are statistically compared. It is found that G0 is a function dependent parameter and its original value is not a robust setting. Association for Computing Machinery 2018-07 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/22929/1/Is%20gravitational%20search%20algorithm%27s%20initial%20gravitational%20constant%20a%20function%20dependent%20parameter.docx.pdf Nor Azlina, Ab. Aziz Nor and Hidayati, Abdul Aziz and Aminurafiuddin, Zulkifli and Zuwairie, Ibrahim and Tasiransurini, Ab. Rahman (2018) Is gravitational search algorithm's initial gravitational constant a function dependent parameter? In: ACM International Conference Proceeding Series: International Conference on E-Business and Mobile Commerce (ICEMC 2018), 21-23 May 2018 , Chengdu, China. pp. 60-66.. ISBN 978-145036430-0 https://doi.org/10.1145/3230467.3230480
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
topic TS Manufactures
spellingShingle TS Manufactures
Nor Azlina, Ab. Aziz Nor
Hidayati, Abdul Aziz
Aminurafiuddin, Zulkifli
Zuwairie, Ibrahim
Tasiransurini, Ab. Rahman
Is gravitational search algorithm's initial gravitational constant a function dependent parameter?
description Gravitational search algorithm (GSA) has several parameters to be initialized. One of the parameter is the initial gravitational constant G0. In the original GSA G0 is initialized to 100. Here, the robustness of this setting is evaluated using several test functions. The value of G0 is varied between 10 to 100000. The results from the experiment are statistically compared. It is found that G0 is a function dependent parameter and its original value is not a robust setting.
format Conference or Workshop Item
author Nor Azlina, Ab. Aziz Nor
Hidayati, Abdul Aziz
Aminurafiuddin, Zulkifli
Zuwairie, Ibrahim
Tasiransurini, Ab. Rahman
author_facet Nor Azlina, Ab. Aziz Nor
Hidayati, Abdul Aziz
Aminurafiuddin, Zulkifli
Zuwairie, Ibrahim
Tasiransurini, Ab. Rahman
author_sort Nor Azlina, Ab. Aziz Nor
title Is gravitational search algorithm's initial gravitational constant a function dependent parameter?
title_short Is gravitational search algorithm's initial gravitational constant a function dependent parameter?
title_full Is gravitational search algorithm's initial gravitational constant a function dependent parameter?
title_fullStr Is gravitational search algorithm's initial gravitational constant a function dependent parameter?
title_full_unstemmed Is gravitational search algorithm's initial gravitational constant a function dependent parameter?
title_sort is gravitational search algorithm's initial gravitational constant a function dependent parameter?
publisher Association for Computing Machinery
publishDate 2018
url http://umpir.ump.edu.my/id/eprint/22929/
http://umpir.ump.edu.my/id/eprint/22929/
http://umpir.ump.edu.my/id/eprint/22929/1/Is%20gravitational%20search%20algorithm%27s%20initial%20gravitational%20constant%20a%20function%20dependent%20parameter.docx.pdf
first_indexed 2023-09-18T22:34:07Z
last_indexed 2023-09-18T22:34:07Z
_version_ 1777416481085063168

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