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The Euler-Equation Approach in Average-Oriented Opinion Dynamics

Vladimir V. Mazalov, Elena Parilina

2020Mathematics28 citationsDOIOpen Access PDF

Abstract

We consider the models of average-oriented opinion dynamics. An opinion about an event is distributed among the agents of a social network. There are an optimization problem and two game-theoretical models when players as centers of influence aim to make the opinions of the agents closer to the target ones in a finite time horizon minimizing their costs. The optimization problem and the games of competition for the agents’ opinion are linear-quadratic and solved using the Euler-equation approach. The optimal strategies for optimization problem and the Nash equilibria in the open-loop strategies for the games are found. Numerical simulations demonstrate theoretical results.

Topics & Concepts

Nash equilibriumComputer scienceMathematical optimizationOptimization problemEuler's formulaGame theoryQuadratic equationClass (philosophy)Applied mathematicsMathematicsMathematical economicsArtificial intelligenceMathematical analysisGeometryOpinion Dynamics and Social InfluenceComplex Network Analysis TechniquesGame Theory and Applications
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