CHARACTERISTICS OF A RANDOM PROCESS IN PROBLEMS OF COMPUTER MODELING AND ENTROPY ANALYSIS OF SYSTEMS

Background. The present time is characterized by the intensive development of the means of informatization of society, the widespread introduction of digital systems and computer technologies with support for managerial decision-making. In these main directions, the development of a variety of inf...

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Autores principales: A.V. Poltavskiy, A.A. Tyugashev, N.K. Yurkov
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Lenguaje:EN
RU
Publicado: Penza State University Publishing House 2021
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Acceso en línea:https://doaj.org/article/39dfb692884b46d58b91a1cfdc296e05
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spelling oai:doaj.org-article:39dfb692884b46d58b91a1cfdc296e052021-12-01T11:51:36ZCHARACTERISTICS OF A RANDOM PROCESS IN PROBLEMS OF COMPUTER MODELING AND ENTROPY ANALYSIS OF SYSTEMS10.21685/2307-4205-2021-3-52307-4205https://doaj.org/article/39dfb692884b46d58b91a1cfdc296e052021-11-01T00:00:00Zhttps://doaj.org/toc/2307-4205Background. The present time is characterized by the intensive development of the means of informatization of society, the widespread introduction of digital systems and computer technologies with support for managerial decision-making. In these main directions, the development of a variety of information models and software tools is associated with the study, modeling of various systems taking into account random disturbances. Accounting for random factors is necessary today and extends to multi-level, multi-connected and hierarchical systems. Materials and methods. The article presents an approach to teaching information modeling of a random process and one of the aspects in applied problems of developing new knowledge (thesaurus), primarily for multifunctional information and measurement control systems (IIUS) and multi-channel object positioning systems. Results and conclusions. The given provisions can be useful in teaching students of the natural science and mathematical profile the basic provisions in probability theory, for the design and construction of information and analytical systems (IAS) of information modeling.A.V. PoltavskiyA.A. TyugashevN.K. YurkovPenza State University Publishing Housearticlegeoinformation systemwiener processprobability densitymarkov processinformation entropyMotor vehicles. Aeronautics. AstronauticsTL1-4050ENRUНадежность и качество сложных систем, Iss 3 (2021)
institution DOAJ
collection DOAJ
language EN
RU
topic geoinformation system
wiener process
probability density
markov process
information entropy
Motor vehicles. Aeronautics. Astronautics
TL1-4050
spellingShingle geoinformation system
wiener process
probability density
markov process
information entropy
Motor vehicles. Aeronautics. Astronautics
TL1-4050
A.V. Poltavskiy
A.A. Tyugashev
N.K. Yurkov
CHARACTERISTICS OF A RANDOM PROCESS IN PROBLEMS OF COMPUTER MODELING AND ENTROPY ANALYSIS OF SYSTEMS
description Background. The present time is characterized by the intensive development of the means of informatization of society, the widespread introduction of digital systems and computer technologies with support for managerial decision-making. In these main directions, the development of a variety of information models and software tools is associated with the study, modeling of various systems taking into account random disturbances. Accounting for random factors is necessary today and extends to multi-level, multi-connected and hierarchical systems. Materials and methods. The article presents an approach to teaching information modeling of a random process and one of the aspects in applied problems of developing new knowledge (thesaurus), primarily for multifunctional information and measurement control systems (IIUS) and multi-channel object positioning systems. Results and conclusions. The given provisions can be useful in teaching students of the natural science and mathematical profile the basic provisions in probability theory, for the design and construction of information and analytical systems (IAS) of information modeling.
format article
author A.V. Poltavskiy
A.A. Tyugashev
N.K. Yurkov
author_facet A.V. Poltavskiy
A.A. Tyugashev
N.K. Yurkov
author_sort A.V. Poltavskiy
title CHARACTERISTICS OF A RANDOM PROCESS IN PROBLEMS OF COMPUTER MODELING AND ENTROPY ANALYSIS OF SYSTEMS
title_short CHARACTERISTICS OF A RANDOM PROCESS IN PROBLEMS OF COMPUTER MODELING AND ENTROPY ANALYSIS OF SYSTEMS
title_full CHARACTERISTICS OF A RANDOM PROCESS IN PROBLEMS OF COMPUTER MODELING AND ENTROPY ANALYSIS OF SYSTEMS
title_fullStr CHARACTERISTICS OF A RANDOM PROCESS IN PROBLEMS OF COMPUTER MODELING AND ENTROPY ANALYSIS OF SYSTEMS
title_full_unstemmed CHARACTERISTICS OF A RANDOM PROCESS IN PROBLEMS OF COMPUTER MODELING AND ENTROPY ANALYSIS OF SYSTEMS
title_sort characteristics of a random process in problems of computer modeling and entropy analysis of systems
publisher Penza State University Publishing House
publishDate 2021
url https://doaj.org/article/39dfb692884b46d58b91a1cfdc296e05
work_keys_str_mv AT avpoltavskiy characteristicsofarandomprocessinproblemsofcomputermodelingandentropyanalysisofsystems
AT aatyugashev characteristicsofarandomprocessinproblemsofcomputermodelingandentropyanalysisofsystems
AT nkyurkov characteristicsofarandomprocessinproblemsofcomputermodelingandentropyanalysisofsystems
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