Asynchronous simulated kalman filter optimization algorithm

Simulated Kalman filter (SKF) is an optimization algorithm which is inspired by Kalman filtering method. SKF was introduced as synchronous population-based algorithm. This work introduced a new variation of SKF which is SKF with asynchronous update mechanism, asynchronous-SKF (ASKF). In contrast to...

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Main Authors:	Zuwairie, Ibrahim, Nor Azlina, Ab. Aziz, Nor Hidayati, Abd Aziz, Tasiransurini, Ab Rahman
Format:	Article
Language:	English English
Published:	Science Publishing Corporation Inc. 2018
Subjects:	T Technology (General) TS Manufactures
Online Access:	http://umpir.ump.edu.my/id/eprint/22974/ http://umpir.ump.edu.my/id/eprint/22974/ http://umpir.ump.edu.my/id/eprint/22974/1/90.%20Asynchronous%20simulated%20kalman%20filter%20optimization%20algorithm.pdf http://umpir.ump.edu.my/id/eprint/22974/2/90.1%20Asynchronous%20simulated%20kalman%20filter%20optimization%20algorithm.pdf

id	ump-22974
recordtype	eprints
spelling	ump-229742018-12-27T07:24:30Z http://umpir.ump.edu.my/id/eprint/22974/ Asynchronous simulated kalman filter optimization algorithm Zuwairie, Ibrahim Nor Azlina, Ab. Aziz Nor Hidayati, Abd Aziz Tasiransurini, Ab Rahman T Technology (General) TS Manufactures Simulated Kalman filter (SKF) is an optimization algorithm which is inspired by Kalman filtering method. SKF was introduced as synchronous population-based algorithm. This work introduced a new variation of SKF which is SKF with asynchronous update mechanism, asynchronous-SKF (ASKF). In contrast to the synchronous implementation where the whole population go through each optimization step as a group, in ASKF an agent starts its optimization steps only after its preceding agent has complete all of its optimization steps. The performance of ASKF is compared against SKF using CEC2014 benchmark functions, where the ASKF is found to perform significantly better than the original SKF. Science Publishing Corporation Inc. 2018 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/22974/1/90.%20Asynchronous%20simulated%20kalman%20filter%20optimization%20algorithm.pdf pdf en http://umpir.ump.edu.my/id/eprint/22974/2/90.1%20Asynchronous%20simulated%20kalman%20filter%20optimization%20algorithm.pdf Zuwairie, Ibrahim and Nor Azlina, Ab. Aziz and Nor Hidayati, Abd Aziz and Tasiransurini, Ab Rahman (2018) Asynchronous simulated kalman filter optimization algorithm. International Journal of Engineering and Technology(UAE), 7 (4). pp. 44-49. ISSN 2227524X https://doi.org/10.14419/ijet.v7i4.27.22478
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English
topic	T Technology (General) TS Manufactures
spellingShingle	T Technology (General) TS Manufactures Zuwairie, Ibrahim Nor Azlina, Ab. Aziz Nor Hidayati, Abd Aziz Tasiransurini, Ab Rahman Asynchronous simulated kalman filter optimization algorithm
description	Simulated Kalman filter (SKF) is an optimization algorithm which is inspired by Kalman filtering method. SKF was introduced as synchronous population-based algorithm. This work introduced a new variation of SKF which is SKF with asynchronous update mechanism, asynchronous-SKF (ASKF). In contrast to the synchronous implementation where the whole population go through each optimization step as a group, in ASKF an agent starts its optimization steps only after its preceding agent has complete all of its optimization steps. The performance of ASKF is compared against SKF using CEC2014 benchmark functions, where the ASKF is found to perform significantly better than the original SKF.
format	Article
author	Zuwairie, Ibrahim Nor Azlina, Ab. Aziz Nor Hidayati, Abd Aziz Tasiransurini, Ab Rahman
author_facet	Zuwairie, Ibrahim Nor Azlina, Ab. Aziz Nor Hidayati, Abd Aziz Tasiransurini, Ab Rahman
author_sort	Zuwairie, Ibrahim
title	Asynchronous simulated kalman filter optimization algorithm
title_short	Asynchronous simulated kalman filter optimization algorithm
title_full	Asynchronous simulated kalman filter optimization algorithm
title_fullStr	Asynchronous simulated kalman filter optimization algorithm
title_full_unstemmed	Asynchronous simulated kalman filter optimization algorithm
title_sort	asynchronous simulated kalman filter optimization algorithm
publisher	Science Publishing Corporation Inc.
publishDate	2018
url	http://umpir.ump.edu.my/id/eprint/22974/ http://umpir.ump.edu.my/id/eprint/22974/ http://umpir.ump.edu.my/id/eprint/22974/1/90.%20Asynchronous%20simulated%20kalman%20filter%20optimization%20algorithm.pdf http://umpir.ump.edu.my/id/eprint/22974/2/90.1%20Asynchronous%20simulated%20kalman%20filter%20optimization%20algorithm.pdf
first_indexed	2023-09-18T22:34:13Z
last_indexed	2023-09-18T22:34:13Z
_version_	1777416487164706816

Asynchronous simulated kalman filter optimization algorithm

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