Evaluation of Control and Management System Performance for the Complex Objects Under Uncertainty

Kosenko O., Belyakov S., Bozhenyuk A., Knyazeva M.

4th International Conference on Intelligent and Fuzzy Systems (INFUS), Bornova, Türkiye, 19 - 21 Temmuz 2022, cilt.504, ss.965-973 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 504
  • Doi Numarası: 10.1007/978-3-031-09173-5_110
  • Basıldığı Şehir: Bornova
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.965-973
  • Anahtar Kelimeler: Complex system, Resource allocation, Optimization, Uncertainty, Fuzzy temporal graph, Conjunctival strength, Internal stability of the path
  • Yıldız Teknik Üniversitesi Adresli: Hayır

Özet

This article considers the problem of optimizing the control and management system performance for a complex object. An industrial network with various resource flows is considered as a complex system. The production process model is represented by a fuzzy temporal graph. The fuzzy temporal graph makes it possible to consider the change in parameters over time, which affects the efficiency of the system under uncertainty. The possibility of applying the theory of fuzzy sets to describe the production process in the form of variations of route maps is analyzed. To evaluate the efficiency of the system, the production problem was formalized in a fuzzy form. The calculation of the duration of the route charts of the technological process was carried out, the maximum conjunctive strength and the degree of internal stability were estimated.