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Equivalence between divisibility and monotonic decrease of information in classical and quantum stochastic processes

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abstract

The crucial feature of a memoryless stochastic process is that any information about its state can only decrease as the system evolves. Here we show that such a decrease of information is equivalent to the underlying stochastic evolution being divisible. The main result, which holds for both classical and quantum stochastic processes, rely on a quantum version of the so-called Blackwell-Sherman-Stein theorem in classical statistics.

fields

quant-ph 1

years

2025 1

verdicts

CONDITIONAL 1

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Divisible and indivisible Stochastic-Quantum dynamics

quant-ph · 2025-05-13 · conditional · novelty 7.0

A two-state stochastic evolution is divisible between given times if and only if the earlier transition matrix lies in one of two explicitly described cone regions, with continuous curves crossing a critical diagonal necessarily becoming indivisible.

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  • Divisible and indivisible Stochastic-Quantum dynamics quant-ph · 2025-05-13 · conditional · none · ref 9 · internal anchor

    A two-state stochastic evolution is divisible between given times if and only if the earlier transition matrix lies in one of two explicitly described cone regions, with continuous curves crossing a critical diagonal necessarily becoming indivisible.