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Study of Decentralized Resource Allocation System Under Partial Uncertainty

  • Olesya Kosenko,
  • Stanislav Belyakov,
  • Alexander Bozhenyuk,
  • Margarita Knyazeva,
  • Vitaly Kaliushko,
  • Julia Smelova

摘要

The article considers the system of decentralized distribution of electricity as a resource distribution system. The parameters that are included in the power distribution system are considered. It is shown that the system has a large dimension, and it is difficult to apply classical optimization methods. Since the generation of electricity by alternative sources is due, to the uncertainty of the parameters, the paper presents a formalization of the mathematical model in a fuzzy form. The article proposes a fuzzy-interval data interpretation that considers the uncertainty of the system as a mathematical apparatus. An approximate method is proposed that provides a solution to the problem of efficient distribution of electricity, which is close to optimal. The results of experimental data are presented, which confirm the expediency of using the developed method.