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Fuzzy Set Models for Economic Resilience Estimation

Author

Listed:
  • Alexey Nedosekin

    (International Academy of Ecology Human Security and Nature Sciences (IAELPS) and LLC «C-FINANCE», 198207 St. Petersburg, Russia)

  • Zinaida Abdoulaeva

    (Graduate School of Economics and Technologies, Peter the Great St. Petersburg Polytechnic University, 195251 St. Petersburg, Russia)

  • Evgenii Konnikov

    (Graduate School of Economics and Technologies, Peter the Great St. Petersburg Polytechnic University, 195251 St. Petersburg, Russia)

  • Alexander Zhuk

    (Graduate School of Economics and Technologies, Peter the Great St. Petersburg Polytechnic University, 195251 St. Petersburg, Russia)

Abstract
(1) Presented models are proposed for analyzing the resilience of an economic system in a framework of a 4 × 6 matrix, the core of which is a balanced scorecard (BSC). Matrix rows present strategic perspectives, matrix columns present strategic maps. (2) Resilience assessment models are based on fuzzy logic and soft computing, combined with systemic-cybernetic approaches to building presented models. The simplest models are Zadeh linguistic variables that describe key performance indicators (KPIs). The BSC model is an acyclic graph with fuzzy links that are calibrated based on special rules. The information obtained during the simulation is aggregated through a matrix aggregate calculator (MAC). (3) The BSC model was used to assess the economic resilience of a small electrical enterprise in Russia, numbering 2000 people with revenue of approximately 100 million euros per year. The BSC model included about 70 KPIs and 200 fuzzy links. Also, the presented MAC model was applied to obtain linguistic classifiers in five basic industries, using the example of a comparative analysis of 82 international industrial companies. (4) The proposed models allow not only to describe the economic system and its external environment, but also solutions aimed at increasing resilience, within the unified framework.

Suggested Citation

  • Alexey Nedosekin & Zinaida Abdoulaeva & Evgenii Konnikov & Alexander Zhuk, 2020. "Fuzzy Set Models for Economic Resilience Estimation," Mathematics, MDPI, vol. 8(9), pages 1-16, September.
    • Handle: RePEc:gam:jmathe:v:8:y:2020:i:9:p:1516-:d:409152
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    References listed on IDEAS

    as
    1. Ron Martin, 2012. "Regional economic resilience, hysteresis and recessionary shocks," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 1-32, January.
    2. Hosseini, Seyedmohsen & Barker, Kash & Ramirez-Marquez, Jose E., 2016. "A review of definitions and measures of system resilience," Reliability Engineering and System Safety, Elsevier, vol. 145(C), pages 47-61.
    3. Sabatino, Michele, 2019. "Economic resilience and social capital of the Italian region," International Review of Economics & Finance, Elsevier, vol. 61(C), pages 355-367.
    4. Ron Martin & Peter Sunley, 2015. "On the notion of regional economic resilience: conceptualization and explanation," Journal of Economic Geography, Oxford University Press, vol. 15(1), pages 1-42.
    5. Perrings, Charles, 2006. "Resilience and sustainable development," Environment and Development Economics, Cambridge University Press, vol. 11(4), pages 417-427, August.
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