Linear-response optimization algorithms are derived for entropy, KL divergence, and entropy production on Markov chains, with a drift-reconstruction protocol linking matrix perturbations to vector field forcing.
Optimal Linear Responses for Markov Chains and Stochastically Perturbed Dynamical Systems
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Markov matrix perturbations to optimize dynamical and entropy functionals
Linear-response optimization algorithms are derived for entropy, KL divergence, and entropy production on Markov chains, with a drift-reconstruction protocol linking matrix perturbations to vector field forcing.