Opinion Dynamics Control in a Social Network with a Communication Structure

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Opinion Dynamics Control in a Social Network with a Communication Structure. / Mazalov, Vladimir V.; Gao, Hongwei; Wang, Chen.

In: Dynamic Games and Applications, Vol. 13, No. 1, 2023, p. 412-434.

Research output: Contribution to journal › Article › peer-review

Author

Mazalov, Vladimir V. ; Gao, Hongwei ; Wang, Chen. / Opinion Dynamics Control in a Social Network with a Communication Structure. In: Dynamic Games and Applications. 2023 ; Vol. 13, No. 1. pp. 412-434.

BibTeX

@article{ddfa58e13a7b42e2b080dcd6486dad18,

title = "Opinion Dynamics Control in a Social Network with a Communication Structure",

abstract = "This paper considers a game-theoretic model of external control influence on opinion dynamics and reached consensus in a social network. The network participants are linked through an arbitrary communication graph. The goal of control is to keep the opinions of all network participants in the neighborhood of a given value. If there are several players, these target values may differ. The dynamic game under consideration belongs to the class of linear-quadratic games in discrete time. Optimal control and equilibrium are calculated using the Bellman equation. In the symmetric case, the solution is constructed analytically. Some numerical simulations illustrate the influence of the communication structure of a social network on the opinion dynamics and reached consensus.",

author = "Mazalov, {Vladimir V.} and Hongwei Gao and Chen Wang",

year = "2023",

doi = "10.1007/s13235-021-00406-y",

language = "English",

volume = "13",

pages = "412--434",

journal = "Dynamic Games and Applications",

issn = "2153-0785",

publisher = "Springer Nature",

number = "1",

}

RIS

TY - JOUR

T1 - Opinion Dynamics Control in a Social Network with a Communication Structure

AU - Mazalov, Vladimir V.

AU - Gao, Hongwei

AU - Wang, Chen

PY - 2023

Y1 - 2023

N2 - This paper considers a game-theoretic model of external control influence on opinion dynamics and reached consensus in a social network. The network participants are linked through an arbitrary communication graph. The goal of control is to keep the opinions of all network participants in the neighborhood of a given value. If there are several players, these target values may differ. The dynamic game under consideration belongs to the class of linear-quadratic games in discrete time. Optimal control and equilibrium are calculated using the Bellman equation. In the symmetric case, the solution is constructed analytically. Some numerical simulations illustrate the influence of the communication structure of a social network on the opinion dynamics and reached consensus.

AB - This paper considers a game-theoretic model of external control influence on opinion dynamics and reached consensus in a social network. The network participants are linked through an arbitrary communication graph. The goal of control is to keep the opinions of all network participants in the neighborhood of a given value. If there are several players, these target values may differ. The dynamic game under consideration belongs to the class of linear-quadratic games in discrete time. Optimal control and equilibrium are calculated using the Bellman equation. In the symmetric case, the solution is constructed analytically. Some numerical simulations illustrate the influence of the communication structure of a social network on the opinion dynamics and reached consensus.

U2 - 10.1007/s13235-021-00406-y

DO - 10.1007/s13235-021-00406-y

M3 - Article

VL - 13

SP - 412

EP - 434

JO - Dynamic Games and Applications

JF - Dynamic Games and Applications

SN - 2153-0785

IS - 1

ER -

ID: 127796693