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JOURNALS // Matematicheskaya Teoriya Igr i Ee Prilozheniya // Archive

Mat. Teor. Igr Pril., 2023 Volume 15, Issue 3, Pages 64–87 (Mi mgta336)

This article is cited 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.

UDC: 519.17
BBK: 22.176

Received: 17.07.2023
Revised: 30.08.2023
Accepted: 11.09.2023



© Steklov Math. Inst. of RAS, 2024