Upper bounds on mixing rates
Elliott H. Lieb, Anna Vershynina

TL;DR
This paper establishes upper bounds on the rate of change of von Neumann entropy for ensembles of quantum states under non-local unitary evolution, including specific bounds for two-state ensembles and conjectures for general cases.
Contribution
It provides new upper bounds on the mixing rate of quantum ensembles, including a proven bound for two-state ensembles and a conjectured bound related to Shannon entropy for general ensembles.
Findings
Mixing rate bounded by 4√p(1-p) for two-state ensembles.
Conjecture that mixing rate is bounded by Shannon entropy for general ensembles.
Proven dimension-independent upper bound for general ensembles.
Abstract
We prove upper bounds on the rate, called "mixing rate", at which the von Neumann entropy of the expected density operator of a given ensemble of states changes under non-local unitary evolution. For an ensemble consisting of two states, with probabilities of p and 1-p, we prove that the mixing rate is bounded above by 4\sqrt{p(1-p)} for any Hamiltonian of norm 1. For a general ensemble of states with probabilities distributed according to a random variable X and individually evolving according to any set of bounded Hamiltonians, we conjecture that the mixing rate is bounded above by a Shannon entropy of a random variable X. For this general case we prove an upper bound that is independent of the dimension of the Hilbert space on which states in the ensemble act.
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Taxonomy
TopicsMarkov Chains and Monte Carlo Methods · Neural dynamics and brain function · Advanced Thermodynamics and Statistical Mechanics
