A variational principle selects the energy-conserving homogeneous Boltzmann equation, derives it from Kac's walk, and proves propagation of entropic chaoticity under minimal initial assumptions.
Entropy dissipation inequality for general binary collision models
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abstract
We introduce a ``two-particle factorization'' condition which allows us to formulate the homogeneous Boltzmann equation for non-reversible collision kernels in terms of an entropy inequality. This formulation yields an H-Theorem. We provide some examples of non-reversible binary collision models with a concentration/dispersion mechanism, as in opinion dynamics, which satisfy this condition. As a preliminary step, we also provide an analogous variational formulation of non-reversible continuous time Markov chains, expressed in terms of an entropy dissipation inequality.
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Variational derivation of the homogeneous Boltzmann equation
A variational principle selects the energy-conserving homogeneous Boltzmann equation, derives it from Kac's walk, and proves propagation of entropic chaoticity under minimal initial assumptions.