Fuzzy Assessment of Educational Potential in the Regions of Ukraine

DOI

10.2991/smtesm-19.2019.30How to use a DOI?

Keywords

education, educational potential, fuzzy logic, cluster model, generalized index

Abstract

The paper deals with fuzzy clustering of the regions in Ukraine depending on their level of educational potential development. A hierarchical system of fuzzy logic inference was designed. It models interconnection between the following indicators: the level of human potential development, the level of economic development, the level of development of educational institutions. A fuzzy logic inference has been built using Mamdani algorithm. A base of fuzzy logic output, namely fuzzy knowledge base, along with the system of fuzzy logic equations that provide obtaining numerical values of membership functions and integrated assessment of educational potential was created. The calculations were based on the official statistics in the regions of Ukraine for 2010 and 2017. To automate calculating the models of educational potential assessment Fuzzy Logic Toolbox subsystem of the Matlab application package was used. The obtained results of modeling demonstrate the increase of educational potential almost in all non-occupied territories of Ukraine for the period from 2010 till 2017.

Copyright

© 2019, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Vasyl Pryimak
AU  - Natalia Mishchuk
AU  - Stepan Trokhaniak
AU  - Volodymyr Vovk
PY  - 2019/09
DA  - 2019/09
TI  - Fuzzy Assessment of Educational Potential in the Regions of Ukraine
BT  - Proceedings of the 6th International Conference on Strategies, Models and Technologies of Economic Systems Management (SMTESM 2019)
PB  - Atlantis Press
SP  - 151
EP  - 154
SN  - 2352-5428
UR  - https://doi.org/10.2991/smtesm-19.2019.30
DO  - 10.2991/smtesm-19.2019.30
ID  - Pryimak2019/09
ER  -