Optimal parameter estimation of MISO system based on fuzzy numbers / Razidah Ismail ... [et al.]

Optimal parameter estimation of MISO system based on fuzzy numbers / Razidah Ismail ... [et al.]

A great deal of information for many real-world problems arising in multivariable control systems is provided by human experts. Often, the decision parameters of the systems are described verbally through vague, uncertain or imprecise statements. This situation can be taken into account by using fu...

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Main Authors: Ismail, Razidah, Ahmad, Tahir, Ahmad, Shamsuddin, Ahmad, Rashdi Shah
Format: Article
Language:English
Published: Fakulti Teknologi Maklumat dan Sains Kuantitatif 2006
Subjects:
Fuzzy arithmetic
Online Access:http://ir.uitm.edu.my/id/eprint/11656/
http://ir.uitm.edu.my/id/eprint/11656/1/AJ_RAZIDAH%20ISMAIL%20JTMSK%2006%201.pdf
id uitm-11656
recordtype eprints
spelling uitm-116562016-09-29T04:18:58Z http://ir.uitm.edu.my/id/eprint/11656/ Optimal parameter estimation of MISO system based on fuzzy numbers / Razidah Ismail ... [et al.] Ismail, Razidah Ahmad, Tahir Ahmad, Shamsuddin Ahmad, Rashdi Shah Fuzzy arithmetic A great deal of information for many real-world problems arising in multivariable control systems is provided by human experts. Often, the decision parameters of the systems are described verbally through vague, uncertain or imprecise statements. This situation can be taken into account by using fuzzy numbers, which has been proved to be a very useful tool. Thus, this paper discusses the development of a Fuzzy State Space algorithm for optimal parameter estimation in multiple-input single-output (MISO) system based on fuzzy numbers. Briefly, the procedure involved fuzzification of all the input parameters, processing of the fuzzified parameters in the fuzzy environment and defuzzification of the processed data. The optimal input parameters are determined by the Modified OptimizedDefuzzified Value Theorem. As an illustration, this algorithm is applied to a system with three input parameters. Fakulti Teknologi Maklumat dan Sains Kuantitatif 2006 Article PeerReviewed text en http://ir.uitm.edu.my/id/eprint/11656/1/AJ_RAZIDAH%20ISMAIL%20JTMSK%2006%201.pdf Ismail, Razidah and Ahmad, Tahir and Ahmad, Shamsuddin and Ahmad, Rashdi Shah (2006) Optimal parameter estimation of MISO system based on fuzzy numbers / Razidah Ismail ... [et al.]. Jurnal Teknologi Maklumat dan Sains Kuantitatif, 8 (1). pp. 1-10. ISSN 1823-0822
repository_type Digital Repository
institution_category Local University
institution Universiti Teknologi MARA
building UiTM Institutional Repository
collection Online Access
language English
topic Fuzzy arithmetic
spellingShingle Fuzzy arithmetic
Ismail, Razidah
Ahmad, Tahir
Ahmad, Shamsuddin
Ahmad, Rashdi Shah
Optimal parameter estimation of MISO system based on fuzzy numbers / Razidah Ismail ... [et al.]
description A great deal of information for many real-world problems arising in multivariable control systems is provided by human experts. Often, the decision parameters of the systems are described verbally through vague, uncertain or imprecise statements. This situation can be taken into account by using fuzzy numbers, which has been proved to be a very useful tool. Thus, this paper discusses the development of a Fuzzy State Space algorithm for optimal parameter estimation in multiple-input single-output (MISO) system based on fuzzy numbers. Briefly, the procedure involved fuzzification of all the input parameters, processing of the fuzzified parameters in the fuzzy environment and defuzzification of the processed data. The optimal input parameters are determined by the Modified OptimizedDefuzzified Value Theorem. As an illustration, this algorithm is applied to a system with three input parameters.
format Article
author Ismail, Razidah
Ahmad, Tahir
Ahmad, Shamsuddin
Ahmad, Rashdi Shah
author_facet Ismail, Razidah
Ahmad, Tahir
Ahmad, Shamsuddin
Ahmad, Rashdi Shah
author_sort Ismail, Razidah
title Optimal parameter estimation of MISO system based on fuzzy numbers / Razidah Ismail ... [et al.]
title_short Optimal parameter estimation of MISO system based on fuzzy numbers / Razidah Ismail ... [et al.]
title_full Optimal parameter estimation of MISO system based on fuzzy numbers / Razidah Ismail ... [et al.]
title_fullStr Optimal parameter estimation of MISO system based on fuzzy numbers / Razidah Ismail ... [et al.]
title_full_unstemmed Optimal parameter estimation of MISO system based on fuzzy numbers / Razidah Ismail ... [et al.]
title_sort optimal parameter estimation of miso system based on fuzzy numbers / razidah ismail ... [et al.]
publisher Fakulti Teknologi Maklumat dan Sains Kuantitatif
publishDate 2006
url http://ir.uitm.edu.my/id/eprint/11656/
http://ir.uitm.edu.my/id/eprint/11656/1/AJ_RAZIDAH%20ISMAIL%20JTMSK%2006%201.pdf
first_indexed 2023-09-18T22:48:22Z
last_indexed 2023-09-18T22:48:22Z
_version_ 1777417377616494592

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