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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

  • DOI - Digital Object Identifier

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

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    AE - Management, administration and clerical work

  • OECD FORD branch

Result continuities

  • Project

  • 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

  • e-ISSN

  • 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