THE PRACTICE OF USING FUZZY LOGIC FOR SIMULATION OF COMPLEX SYSTEMS

Simulation modeling is one of the popular methods for studying complex systems of different nature. The paper analyzes the existing experience of using the fuzzy logic apparatus for simulation modeling of processes and systems. The main directions of integration of fuzzy logic and simulation modeling are considered. Examples of computer models from different subject areas, built on the basis of fuzzy logic, in the context of simulation modeling methods are given. The ways of technical implementation of the integration of the two considered means are noted. The authors conclude that fuzzy logic can be used to model the resilience of regional socio-economic systems.

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Publication Details

Journal
Transaction Kola Science Centre
Published
2024-12-28
DOI
https://doi.org/10.37614/10.37614/2949.1215.2024.15.3.006
Primary Topic
Advanced Data Processing Techniques
Type
article
Field-Weighted Citation Impact
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article

THE PRACTICE OF USING FUZZY LOGIC FOR SIMULATION OF COMPLEX SYSTEMS

V. V. Bystrov, Павел Ломов, Elena O. Neupokoeva
Transaction Kola Science Centre
Advanced Data Processing Techniques
article

THE PRACTICE OF USING FUZZY LOGIC FOR SIMULATION OF COMPLEX SYSTEMS

V. V. Bystrov, Павел Ломов, Elena O. Neupokoeva
article en

Abstract

Simulation modeling is one of the popular methods for studying complex systems of different nature. The paper analyzes the existing experience of using the fuzzy logic apparatus for simulation modeling of processes and systems. The main directions of integration of fuzzy logic and simulation modeling are considered. Examples of computer models from different subject areas, built on the basis of fuzzy logic, in the context of simulation modeling methods are given. The ways of technical implementation of the integration of the two considered means are noted. The authors conclude that fuzzy logic can be used to model the resilience of regional socio-economic systems.

Transaction Kola Science CentreVol. 15(3)
Russian Academy of Sciences (RU), Murmansk Arctic State University (RU), Kola Science Centre (RU)
Openalex Percentile: Top 68%
Advanced Data Processing Techniques
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