A Neuro-Fuzzy Model for Project Status Evaluation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26510%2F15%3APU116542" target="_blank" >RIV/00216305:26510/15:PU116542 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
A Neuro-Fuzzy Model for Project Status Evaluation
Original language description
This article presents fuzzy logic as a tool for supporting the evaluation of project status. The major goal of this paper is to present a neuro-fuzzy model for evaluating project status. This model is based on the EVM method. The ANFIS Editor in the Fuzzy Logic Toolbox in MATLAB software was used to create the neuro-fuzzy model. The model consists of two input variables, one rule box and one output variable. The input variables are represented by SPI deviation (SPI) and CPI deviation (CPI). The output from the rule box and the output variable is PS deviation (PS). The advantage of the model is the ability to transform the input indices SPI and CPI into linguistic variables, as well as linguistic evaluation of overall project status (output). Using thisapproach it is possible to simulate the risk and uncertainty that are always associated with real projects. The case study contains real data on the development of values of indices SPI and CPI for one project in the field of IT. The ind
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
AE - Management, administration and clerical work
OECD FORD branch
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Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Innovation Management and Sustainable Economic Competitive Advantage: From Regional Development to Global Growth
ISBN
978-0-9860419-5-2
ISSN
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e-ISSN
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Number of pages
9
Pages from-to
559-567
Publisher name
International Business Information Management Association (IBIMA)
Place of publication
Madrid, Spain
Event location
Madrid
Event date
Nov 11, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000366872700058