Application of Fuzzy Clustering to Shaping Regional Development Strategies in Ukraine
Kateryna Gorbatiuk, Olha Mantalyuk, Oksana Proskurovych, Oleksandr Valkov
Available Online September 2019.
- https://doi.org/10.2991/smtesm-19.2019.53How to use a DOI?
- regional development disparities, regional development strategies, regional policy, clustering methods, fuzzy clustering, cluster validity
- Formation of regional development strategies is impossible without taking into account the disparities in the development levels of regions which affect the entire national economy. Strengths and weaknesses of the functioning of each regional economic system, favourable and negative trends in the development of regions, disparities in the development levels, should be analysed and detected. This paper is devoted to applying of fuzzy clustering methods for the purpose of differentiation of development levels of the regions of Ukraine, in order to make recommendations on using of fuzzy clustering results in shaping regional development strategies. The fuzzy clustering methods were applied to the regional economic development indicators of the regions of Ukraine in 2017. There were considered different fuzzy clustering results and clustering validity techniques. The study presents the fuzzy classifications accompanied with the cluster validity process and substantial analysis of the economic indicators. The results of fuzzy clustering allow to consider in more detail the similarities in the regional economic development levels, assigned to the same clusters, and reveal the dissimilarities between the regions assigned to the different clusters. The membership coefficients can be used as values for regulation of influence on important economic components of the regional development strategies.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Kateryna Gorbatiuk AU - Olha Mantalyuk AU - Oksana Proskurovych AU - Oleksandr Valkov PY - 2019/09 DA - 2019/09 TI - Application of Fuzzy Clustering to Shaping Regional Development Strategies in Ukraine BT - 6th International Conference on Strategies, Models and Technologies of Economic Systems Management (SMTESM 2019) PB - Atlantis Press SP - 271 EP - 276 SN - 2352-5428 UR - https://doi.org/10.2991/smtesm-19.2019.53 DO - https://doi.org/10.2991/smtesm-19.2019.53 ID - Gorbatiuk2019/09 ER -