Detail publikace

A Neuro-Fuzzy Model for Project Status Evaluation

DOSKOČIL, R.

Originální název

A Neuro-Fuzzy Model for Project Status Evaluation

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

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 this approach 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 indices SPI and CPI were obtained from control project milestones. There are 5 control milestones in total. ANFIS Editor generated model parameters (parameters of membership functions, rules). These are adjusted on the basis of the data file.

Klíčová slova

Project, project management, project status, EVM method, fuzzy logic, neuro-fuzzy system

Autoři

DOSKOČIL, R.

Rok RIV

2015

Vydáno

11. 11. 2015

Nakladatel

International Business Information Management Association (IBIMA)

Místo

Madrid, Spain

ISBN

978-0-9860419-5-2

Kniha

Innovation Management and Sustainable Economic Competitive Advantage: From Regional Development to Global Growth

Číslo edice

2015

Strany od

559

Strany do

567

Strany počet

9

BibTex

@inproceedings{BUT118957,
  author="Radek {Doskočil}",
  title="A Neuro-Fuzzy Model for Project Status Evaluation",
  booktitle="Innovation Management and Sustainable Economic Competitive Advantage: From Regional Development to Global Growth",
  year="2015",
  number="2015",
  pages="559--567",
  publisher="International Business Information Management Association (IBIMA)",
  address="Madrid, Spain",
  isbn="978-0-9860419-5-2"
}