Well-Posedness of the Limiting Equation of a Noisy Consensus Model in Opinion Dynamics
classification
🧮 math.AP
keywords
equationglobalmodelconsensusdynamicshegselmann-krausenoisynonlinear
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This paper establishes the global well-posedness of the nonlinear Fokker-Planck equation for a noisy version of the Hegselmann-Krause model. The equation captures the mean-field behavior of a classic multiagent system for opinion dynamics. We prove the global existence, uniqueness, nonnegativity and regularity of the weak solution. We also exhibit a global stability condition, which delineates a forbidden region for consensus formation. This is the first nonlinear stability result derived for the Hegselmann-Krause model.
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