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Matematicheskaya Teoriya Igr i Ee Prilozheniya, 2023, Volume 15, Issue 3, Pages 64–87
(Mi mgta336)
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This article is cited in 1 scientific paper (total in 1 paper)
Game theoretic centrality of a directed graph vertices
Vitalia A. Khitrayaab, Vladimir V. Mazalovb a Institute of Mathematics and Information Technologies, Petrozavodsk State University
b Institute of Applied Mathematical Research of the Karelian Research Centre of RAS
Abstract:
The paper considers a game theory approach to calculating the centrality value of the vertices in a directed graph, based on the number of vertex occurrences in fixed length paths. It is proposed to define vertex centrality as a solution of a cooperative game, where the characteristic function is given as the number of simple paths of fixed length in subgraphs corresponding to coalitions. The concept of integral centrality is introduced as the value of a definite integral of the payoff function. It is shown that this centrality measure satisfies the Boldi–Vigna axioms.
Keywords:
graph theory, centrality, directed graph, cooperative game.
Received: 17.07.2023 Revised: 30.08.2023 Accepted: 11.09.2023
Citation:
Vitalia A. Khitraya, Vladimir V. Mazalov, “Game theoretic centrality of a directed graph vertices”, Mat. Teor. Igr Pril., 15:3 (2023), 64–87
Linking options:
https://www.mathnet.ru/eng/mgta336 https://www.mathnet.ru/eng/mgta/v15/i3/p64
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Abstract page: | 56 | Full-text PDF : | 60 | References: | 14 |
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