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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/8313/1/Performance_and_Diversity_of_Gravitational_Search_Algorithm.pdf
http://umpir.ump.edu.my/id/eprint/8313/
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spelling my.ump.umpir.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
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
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/8313/1/Performance_and_Diversity_of_Gravitational_Search_Algorithm.pdf
http://umpir.ump.edu.my/id/eprint/8313/
_version_ 1643665837372997632
score 13.159267

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