OPTIMIZATION PROBLEM OF CONTROL BY SIMULATION MODEL FORMATION IN CORPORATE INFORMATION SYSTEM

Evgeny Yakimov; Anatoliy Yakimov; Vladimir Averchenkov; Ivkina   Nataliya

doi:doi:10.12737/20291

OPTIMIZATION PROBLEM OF CONTROL BY SIMULATION MODEL FORMATION IN CORPORATE INFORMATION SYSTEM

Published в Bulletin of Bryansk state technical university · Volume 2016, Issue 2, 2016 · Pages 207–214 · Rubrics: Computer engineering and information technology

DOI 10.12737/20291

Received: 24.06.2016 Accepted: 24.06.2016 Published: 24.06.2016 Language of publication: RUS

Authors

Evgeny Yakimov ¹ · Anatoliy Yakimov ² · Vladimir Averchenkov ³ · Ivkina Nataliya

1 Belarusian-Russian University
Russian Federation

2 Belarusian-Russian University (Department of Automated Control Systems, Head)
Mogilev, Belarus

3 Bryansk State Technical University (kafedra «Komp'yuternye tehnologii i sistemy», Professor)
Bryansk, Bryansk, Russian Federation

ABSTRACT

The use of the wide spectrum of information technologies in corporate information systems allows offering the iteration method for a distributed formation of simulation models. In accordance with this method at each stage of designing the commercial software tools with certain functionality are used. The considered technological process (TP) of simulation model formation (software toll creation) is a controlled system being at one of the states variable at each stage of a technological process as a result of a control action (control). At the same time the efficiency of a control process is characterized by a multidimensional purposeful function (PF) subject to a system state and control used. In the investigation presented the problem of multicriterion control of a technological process of simulation model formation in accordance with Bellman’s principle of optimality. The justification of an optimum solution is shown for the unidimensional or twodimensional characteristics of a flow on arches of an oriented acyclic graph of a technological process. The presented example of the solution of the optimization problem with the use of resources of f – and p- type in a corporate information system shows the necessity of priority criterion definition for the final choice of a route on a graph with technological modes, that is, an optimum variant of resource distribution.

KEYWORDS

simulation model multicriterion control Bellman’s principle of optimality technological process corporate information system

Information Text References

Authors:

1. Belarusian-Russian University

Russian Federation

2. Belarusian-Russian University (Department of Automated Control Systems, Head)

Mogilev, Belarus

3. Bryansk State Technical University (kafedra «Komp'yuternye tehnologii i sistemy», Professor)

Bryansk, Bryansk, Russian Federation

Type:

Article

Pages:

from 207 to 214

Status:

Published

Language:

Russian

Keywords:

simulation model, multicriterion control, Bellman’s principle of optimality, technological process, corporate information system

Text

Text (PDF): Read Download

References

1. Averchenkov, V.I. Method for simulation model distributed formation of enterprise production activity / V.I. Averchenkov, А.I. Yakimov, О.М. Demidenko, N.N. Ivkina // South-Siberian Scientific Bulletin. - 2015. - № 4(12). - pp. 22-28.

2. Yakimov, А.I. Information estimate of software tools for enterprise economic activity control based on simulation model / А.I. Yakimov, К.V. Zakhar-chenkov // Bulletin of Bryansk State Technical University. - 2014. - № 1(41). - pp. 94-101.

3. Shafer, D.F. Program Project Management: Achievement of Optimum Quality at Minimum Costs: [transl. from Engl.] / D.F. Shafer, R.Т. Fatrell, L.I. Shafer. - М.: Williams, 2003. - pp. 1136.

4. Novikov, F.А. Discrete Mathematics for Programmers: Textbook / F.А. Novikov. - 2-d Edition. - S-Pb.: Peter, 2007. - pp. 368.

5. Averchenkov, V.I. Mulicriterion control of technological process using Bellman’s Principle of opti-mality / V.I. Averchenkov, А.I. Yakimov, Е.М. Borchik // Proceedings of Volgograd State Technical University. - 2014. - Vol. 22. - № 25(152). - pp. 95-101.

6. Yakimov, А.I. Simulation Techniques of Enterprise Control Systems: Monograph / А.I. Yakimov. - Mogilyov: Belorus.-Russian University, 2010. - pp. 304.

7. Bellman, R.E. Dynamic Programming and Partial Derivative Equations / R.E. Bellman, E. Engel. - М.: World, 1974. - pp. 420.

8. Averchenkov, V.I. Concept of control efficiency estimate in corporate information systems of enterprises / V.I. Averchenkov, S.К. Krutolevich, А.I. Yakimov, К.V. Zakharchenkov // Bulletin of Bryansk State Technical University. - 2016. - №1 (49). - pp. 113-119.

OPTIMIZATION PROBLEM OF CONTROL BY SIMULATION MODEL FORMATION IN CORPORATE INFORMATION SYSTEM

Confirmation

Регистрация