How long does it take to consensus in the Hegselmann-Krause model?
classification
🧮 math.DS
keywords
consensusagentsdynamicsknownmodelnumbertimeapproach
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Hegselmann and Krause introduced a discrete-time model of opinion dynamics with agents having limit confidence. It is well known that the dynamics reaches a stable state in a polynomial number of time steps. However, the gap between the known lower and upper bounds for the worst case is still immense. In this paper exact values for the maximum time, needed to reach consensus or to discover that consensus is impossible, are determined for small number of agents using an integer linear programming approach.
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