Modeling cad performance with Fuzzy Cognitive Map

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Main Author: Thum, Peng Chew, Ir.
Format: Article
Language:English
Published: The Institution of Engineers, Malaysia 2011
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Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/13421
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spelling my.unimap-134212011-08-10T08:31:45Z Modeling cad performance with Fuzzy Cognitive Map Thum, Peng Chew, Ir. CAD performance Engineering management Fuzzy Cognitive Map (FCM) Knowledge engineering Knowledge representation Link to publisher's homepage at http://www.myiem.org.my/ This paper demonstrates how Fuzzy Cognitive Map (FCM) is used to model CAD performance in an engineering consultancy environment by simulating the effects of certain conditions and actions on CAD service quality. A knowledge base of CAD performance is built from expert knowledge that exists in the fuzzy linguistic domain. The knowledge is translated from a qualitative opinion scale to triangular fuzzy numbers ready for computation. It demonstrates that the knowledge captured and represented in a core CAD FCM can be stored and easily extended by the addition of sub-FCMs. Simulation of CAD performance using the FCM revealed its applicability in project management by providing the project manager with a tool to help her identify an optimal approach for dealing with CAD quality issues. It can thus, be an effective tool for engineering management and knowledge base building in an engineering environment. 2011-08-10T08:31:45Z 2011-08-10T08:31:45Z 2005-12 Article The Journal of the Institution of Engineers, Malaysia, vol. 66(4), 2005, pages 35-45 0126-513X http://www.myiem.org.my/content/iem_journal_2005-176.aspx http://hdl.handle.net/123456789/13421 en The Institution of Engineers, Malaysia
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic CAD performance
Engineering management
Fuzzy Cognitive Map (FCM)
Knowledge engineering
Knowledge representation
spellingShingle CAD performance
Engineering management
Fuzzy Cognitive Map (FCM)
Knowledge engineering
Knowledge representation
Thum, Peng Chew, Ir.
Modeling cad performance with Fuzzy Cognitive Map
description Link to publisher's homepage at http://www.myiem.org.my/
format Article
author Thum, Peng Chew, Ir.
author_facet Thum, Peng Chew, Ir.
author_sort Thum, Peng Chew, Ir.
title Modeling cad performance with Fuzzy Cognitive Map
title_short Modeling cad performance with Fuzzy Cognitive Map
title_full Modeling cad performance with Fuzzy Cognitive Map
title_fullStr Modeling cad performance with Fuzzy Cognitive Map
title_full_unstemmed Modeling cad performance with Fuzzy Cognitive Map
title_sort modeling cad performance with fuzzy cognitive map
publisher The Institution of Engineers, Malaysia
publishDate 2011
url http://dspace.unimap.edu.my/xmlui/handle/123456789/13421
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score 13.223943