Performance and Diversity of Gravitational Search Algorithm

Performance and Diversity of Gravitational Search Algorithm

GSA is a physic inspired optimization algorithm. It is based on how bodies in the universe are attracted to each other by gravitational force between them. The performance of GSA is studied here using benchmark functions. The diversity of the search agents of GSA is also studied. The findings show t...

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Main Authors: Nor Azlina, Ab. Aziz, Marizan, Mubin, Zuwairie, Ibrahim, Sophan Wahyudi, Nawawi
Format: Conference or Workshop Item
Language:English
Published: The Institute of Internet, Broadcasting and Communication 2014
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://umpir.ump.edu.my/id/eprint/8313/
http://umpir.ump.edu.my/id/eprint/8313/1/Performance_and_Diversity_of_Gravitational_Search_Algorithm.pdf
id ump-8313
recordtype eprints
spelling ump-83132018-02-08T02:52:14Z http://umpir.ump.edu.my/id/eprint/8313/ Performance and Diversity of Gravitational Search Algorithm Nor Azlina, Ab. Aziz Marizan, Mubin Zuwairie, Ibrahim Sophan Wahyudi, Nawawi TK Electrical engineering. Electronics Nuclear engineering GSA is a physic inspired optimization algorithm. It is based on how bodies in the universe are attracted to each other by gravitational force between them. The performance of GSA is studied here using benchmark functions. The diversity of the search agents of GSA is also studied. The findings show that research on improvement of GSA algorithm are needed, specifically in improving the search agents’ diversity. The Institute of Internet, Broadcasting and Communication 2014 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/8313/1/Performance_and_Diversity_of_Gravitational_Search_Algorithm.pdf Nor Azlina, Ab. Aziz and Marizan, Mubin and Zuwairie, Ibrahim and Sophan Wahyudi, Nawawi (2014) Performance and Diversity of Gravitational Search Algorithm. In: Proceedings of Advanced and Applied Convergence Letters (AACL 03), 13-16 November 2014 , Jeju Island, Korea. pp. 232-235.. ISSN 2288-6060
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Nor Azlina, Ab. Aziz
Marizan, Mubin
Zuwairie, Ibrahim
Sophan Wahyudi, Nawawi
Performance and Diversity of Gravitational Search Algorithm
description GSA is a physic inspired optimization algorithm. It is based on how bodies in the universe are attracted to each other by gravitational force between them. The performance of GSA is studied here using benchmark functions. The diversity of the search agents of GSA is also studied. The findings show that research on improvement of GSA algorithm are needed, specifically in improving the search agents’ diversity.
format Conference or Workshop Item
author Nor Azlina, Ab. Aziz
Marizan, Mubin
Zuwairie, Ibrahim
Sophan Wahyudi, Nawawi
author_facet Nor Azlina, Ab. Aziz
Marizan, Mubin
Zuwairie, Ibrahim
Sophan Wahyudi, Nawawi
author_sort Nor Azlina, Ab. Aziz
title Performance and Diversity of Gravitational Search Algorithm
title_short Performance and Diversity of Gravitational Search Algorithm
title_full Performance and Diversity of Gravitational Search Algorithm
title_fullStr Performance and Diversity of Gravitational Search Algorithm
title_full_unstemmed Performance and Diversity of Gravitational Search Algorithm
title_sort performance and diversity of gravitational search algorithm
publisher The Institute of Internet, Broadcasting and Communication
publishDate 2014
url http://umpir.ump.edu.my/id/eprint/8313/
http://umpir.ump.edu.my/id/eprint/8313/1/Performance_and_Diversity_of_Gravitational_Search_Algorithm.pdf
first_indexed 2023-09-18T22:05:45Z
last_indexed 2023-09-18T22:05:45Z
_version_ 1777414695876034560

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