MODEL AND METHOD OF MULTICRITERIA PROJECT SCOPE OPTIMIZATION WITH FUZZY INPUT DATA

Authors

  • Игорь Владимирович Кононенко National Technical University «Kharkiv polytechnic institute» Frunze str. 21, Kharkov city, Ukraine, 61002, Ukraine
  • Мария Эдуардовна Колесник National Technical University «Kharkiv polytechnic institute» Frunze str. 21, Kharkov city, Ukraine, 61002, Ukraine

DOI:

https://doi.org/10.15587/1729-4061.2013.6949

Keywords:

project, scope, multi-objective optimization, the dynamic problem, fuzzy input data.

Abstract

The paper presents a mathematical model and method of the structural project scope optimization with fuzzy input data, which includes five objective functions. One of the functions reflects the profit for the entire project product life cycle. The other reflects the time of its realization. The third is the cost of the project. The fourth is the value of the generalized indicator of project product quality and the fifth is a risk assessment associated with the project. The model and method takes into account the restrictions on the lack of financial debt after each phase completion, the duration of the project, the quality of the separate stages products.

It is assumed that the project scope is given in the form of a network model with the alternatives of the work execution.

The suggested model is a multi-objective, dynamic, containing Boolean variables, algorithmic and analytical objective functions and constraints.

To solve the problem the method of multi-objective structural project scope optimization with fuzzy input data with constraints, based on application of generalized criterion in conjunction with the method of implicit enumeration is proposed.

Author Biographies

Игорь Владимирович Кононенко, National Technical University «Kharkiv polytechnic institute» Frunze str. 21, Kharkov city, Ukraine, 61002

Doctor of Technical Sciences, Professor, Head of Department

Department of Strategic Management

Мария Эдуардовна Колесник, National Technical University «Kharkiv polytechnic institute» Frunze str. 21, Kharkov city, Ukraine, 61002

Postgraduate student

Department of Strategic Management

References

  1. Кононенко, И.В. Оптимизация содержания проекта по критериям прибыль, время, стоимость, качество, риски [Текст] / Кононенко И.В., Колесник М.Э. // Восточно-Европейский журнал передовых технологий. − 2012. – №1/10 (55). − С. 13-15.
  2. Кононенко, И.В. Модель и метод максимизации прибыли в процессе оптимизации содержания проекта [Текст] / Кононенко И.В., Колесник М.Э // Высокие технологии в машиностроении: сб. науч. Трудов. – Харьков, НТУ «ХПИ», 2012. – Вип. 1 (22). – С. 139-144.
  3. Кононенко, И.В. Математическое обеспечение оптимизации содержания проекта по критериям прибыль, время, стоимость, качество, риски [Текст] / Кононенко И.В., Колесник М.Э // IX Міжнародна конференція «Управління проектами у розвитку суспільства». Тези доповідей. − К.:КНУБА, 2012. – С. 105-106.
  4. I. V. Kononenko. Project scope optimization model and method on criteria profit, time, cost, quality, risk [Text] / Igor V. Kononenko, Valeriy A.Fadeyev, Mariia E.Kolisnyk // 26th IPMA World Congress Proceedings. – Conference Centre Creta Maris, Hersonissos, Crete, Grece, 2012. – pp. 287-293.
  5. Леоненков, А.В. Нечеткое моделирование в среде Matlab и fuzzyTECH [Текст] / Леоненков А.В. – СПб. : БХВ-Петербург, 2005. – 736 с.
  6. Раскин, Л.Г. Нечеткая математика. Основы теории. Приложения [Текст] / Раскин Л. Г., Серая О. В. – Харьков: Парус, 2008. – 352 с.

Published

2013-02-05

How to Cite

Кононенко, И. В., & Колесник, М. Э. (2013). MODEL AND METHOD OF MULTICRITERIA PROJECT SCOPE OPTIMIZATION WITH FUZZY INPUT DATA. Eastern-European Journal of Enterprise Technologies, 1(10(61), 9–13. https://doi.org/10.15587/1729-4061.2013.6949

Issue

Section

Integrated strategic management, project management and software development companies and territorial