MOSDA: A proposal for multiple objective spiral dynamics algorithm

This paper proposed a multi-objective spiral dynamic algorithm (MOSDA) to solve multiple objectives problems. SDA is originally a single objective optimizer that inspired based on the spiral phenomena in nature. It has a good elitism strategy and has a simple structure. A method called “archive meth...

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Main Authors:	A. R.A., Azwan, Ahmad Nor Kasruddin, Nasir, Sha'akmal, S., A.R.M., Sawal
Format:	Article
Language:	English
Published:	UTeM 2018
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/21030/ http://umpir.ump.edu.my/id/eprint/21030/ http://umpir.ump.edu.my/id/eprint/21030/1/MOSDA-%20A%20proposal%20for%20multiple%20objective%20spiral%20dynamics%20algorithm.pdf

id	ump-21030
recordtype	eprints
spelling	ump-210302018-10-17T03:20:30Z http://umpir.ump.edu.my/id/eprint/21030/ MOSDA: A proposal for multiple objective spiral dynamics algorithm A. R.A., Azwan Ahmad Nor Kasruddin, Nasir Sha'akmal, S. A.R.M., Sawal TK Electrical engineering. Electronics Nuclear engineering This paper proposed a multi-objective spiral dynamic algorithm (MOSDA) to solve multiple objectives problems. SDA is originally a single objective optimizer that inspired based on the spiral phenomena in nature. It has a good elitism strategy and has a simple structure. A method called “archive method” that is used in multi-objective particle swarm optimization (MOPSO) is adopted into SDA to develop its multiobjective (MO) type algorithm. Moreover, MOSDA is formulated by applying the widely-used concept of Pareto dominance to determine the movement of the particles and at the same time, the algorithm maintains the non-dominated solution in a setup global repository. These non-dominated solutions then will be used to guide other particles to move. The proposed algorithm is tested with several benchmark functions for multi-objective problems. Pareto front (PF) graphs are presented as the results of these tests. The accuracy and diversity of the produced PF are highly competitive compared to MOPSO. UTeM 2018 Article PeerReviewed pdf en cc_by http://umpir.ump.edu.my/id/eprint/21030/1/MOSDA-%20A%20proposal%20for%20multiple%20objective%20spiral%20dynamics%20algorithm.pdf A. R.A., Azwan and Ahmad Nor Kasruddin, Nasir and Sha'akmal, S. and A.R.M., Sawal (2018) MOSDA: A proposal for multiple objective spiral dynamics algorithm. Journal of Telecommunication, Electronic and Computer Engineering, 10 (1-3). pp. 15-19. ISSN 2180-1843 (Print); 2289-8131 (Online) http://journal.utem.edu.my/index.php/jtec/article/view/3479/2427
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 A. R.A., Azwan Ahmad Nor Kasruddin, Nasir Sha'akmal, S. A.R.M., Sawal MOSDA: A proposal for multiple objective spiral dynamics algorithm
description	This paper proposed a multi-objective spiral dynamic algorithm (MOSDA) to solve multiple objectives problems. SDA is originally a single objective optimizer that inspired based on the spiral phenomena in nature. It has a good elitism strategy and has a simple structure. A method called “archive method” that is used in multi-objective particle swarm optimization (MOPSO) is adopted into SDA to develop its multiobjective (MO) type algorithm. Moreover, MOSDA is formulated by applying the widely-used concept of Pareto dominance to determine the movement of the particles and at the same time, the algorithm maintains the non-dominated solution in a setup global repository. These non-dominated solutions then will be used to guide other particles to move. The proposed algorithm is tested with several benchmark functions for multi-objective problems. Pareto front (PF) graphs are presented as the results of these tests. The accuracy and diversity of the produced PF are highly competitive compared to MOPSO.
format	Article
author	A. R.A., Azwan Ahmad Nor Kasruddin, Nasir Sha'akmal, S. A.R.M., Sawal
author_facet	A. R.A., Azwan Ahmad Nor Kasruddin, Nasir Sha'akmal, S. A.R.M., Sawal
author_sort	A. R.A., Azwan
title	MOSDA: A proposal for multiple objective spiral dynamics algorithm
title_short	MOSDA: A proposal for multiple objective spiral dynamics algorithm
title_full	MOSDA: A proposal for multiple objective spiral dynamics algorithm
title_fullStr	MOSDA: A proposal for multiple objective spiral dynamics algorithm
title_full_unstemmed	MOSDA: A proposal for multiple objective spiral dynamics algorithm
title_sort	mosda: a proposal for multiple objective spiral dynamics algorithm
publisher	UTeM
publishDate	2018
url	http://umpir.ump.edu.my/id/eprint/21030/ http://umpir.ump.edu.my/id/eprint/21030/ http://umpir.ump.edu.my/id/eprint/21030/1/MOSDA-%20A%20proposal%20for%20multiple%20objective%20spiral%20dynamics%20algorithm.pdf
first_indexed	2023-09-18T22:30:42Z
last_indexed	2023-09-18T22:30:42Z
_version_	1777416265642541056

MOSDA: A proposal for multiple objective spiral dynamics algorithm

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