For large graphs and specific interaction classes, the degree distribution in a Boltzmann-type kinetic equation suffices to describe collective trends in networked multi-agent systems, validating the heuristic that agent connectivity is the key statistical parameter.
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Network-based kinetic models: Emergence of a statistical description of the graph topology
For large graphs and specific interaction classes, the degree distribution in a Boltzmann-type kinetic equation suffices to describe collective trends in networked multi-agent systems, validating the heuristic that agent connectivity is the key statistical parameter.