Control automation method in cognitive maps based on the synthesis of increments of weighting coefficients and nodes coordinates

Authors

  • Victor D. Romanenko "Institute for Applied System Analysis" of the National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute", Kyiv, Ukraine https://orcid.org/0000-0002-6222-3336
  • Yu. L. Milyavsky "Institute for Applied System Analysis" of the National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute", Kyiv, Ukraine https://orcid.org/0000-0003-0882-3418

DOI:

https://doi.org/10.20535/SRIT.2308-8893.2019.3.08

Keywords:

cognitive map, closed-loop control system, impulse process, quadratic optimality criterion

Abstract

A solution to the problem of control automation of impulse processes in cognitive maps of complex systems is considered. The problem is solved by means of synthesizing the control law based on varying nodes coordinates of a cognitive map and weighting coefficients while generating controls in a closed-loop control system. As an example, we consider applying the suggested algorithms for managing the quality of human resources in IT company, while its model is presented in the CM form.

Author Biographies

Victor D. Romanenko, "Institute for Applied System Analysis" of the National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute", Kyiv

Victor Romanenko,

professor, Doctor of Science, the Vice Director of research and education of the "Institute for Applied System Analysis" of the National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute", Kyiv, Ukraine.

Yu. L. Milyavsky, "Institute for Applied System Analysis" of the National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute", Kyiv

Yurii Miliavskyi,

Ph.D., a senior lecturer at the department of “Mathematical Methods of System Analysis” of Educational and Scientific Complex "Institute for Applied System Analysis" of the National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute", Kyiv, Ukraine.

References

Roberts F. Discrete Mathematical Models with Applications to Social, Biological, and Environmental Problems / F. Roberts. — Englewood Cliffs, Prentice-Hall, 1976. — 559 p.

Romanenko V.D. Metod adaptivnogo upravlenija neustojchivymi impul'snymi protsessami v kognitivnyh kartah na osnove etalonnyh modelej / V.D. Romanenko, Ju.L. Miljavskij, A.A. Reutov // Problemy informatiki i upravlenija. — 2015. — № 2. — S. 35–45.

Romanenko V.D. Stabilizatsija impul'snyh protsessov v kognitivnyh kartah slozhnyh sistem na osnove modal'nyh reguljatorov sostojanija / V.D. Romanenko, Ju.L. Miljavskij // Kibernetika i vychislitel'naja tehnika. — 2015. — Vyp. 179. — S. 43–55.

Romanenko V. Control method in cognitive maps based on weights increments / V. Romanenko, Y. Milyavsky // Kibernetika i vychisl. tehnika. — 2016. — Vyp. 184. — P. 44–55.

Downloads

Published

2019-10-07

Issue

No. 3 (2019)

Section

Mathematical methods, models, problems and technologies for complex systems research

License

This is an open access journal which means that all content is freely available without charge to the user or his/her institution. Users are allowed to read, download, copy, distribute, print, search, or link to the full texts of the articles in this journal without asking prior permission from the publisher or the author. This is in accordance with the BOAI definition of open access.