Entropy models of network infrastructures

Currently, it is quite common to use entropy to describe complex systems in various fields. The report is devoted to the problems of using differential entropy (hereinafter entropy) for network structures. Let’s imagine the network structure as a continuous random vector. It is known that the entrop...

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Bibliographische Detailangaben
1. Verfasser: Tyrsin, A. N.
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung:Currently, it is quite common to use entropy to describe complex systems in various fields. The report is devoted to the problems of using differential entropy (hereinafter entropy) for network structures. Let’s imagine the network structure as a continuous random vector. It is known that the entropy a continuous random vector can be decomposed into two components - the entropy of randomness and the entropy of self-organization. For network structures, along with the assessment of entropy itself, other entropy characteristics will be useful, such as the entropy of the relationship between several subsystems and the entropy of the system in a separate vertex. The entropy of the relationship between several subsystems and the entropy of the system in a separate vertex will allow us to investigate network structures: to assess the interconnectedness of different sections between each other, as well as to assess how entropy changes within such systems.
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0132225