Physical Review Letters · 2023 · 14 citations · 23 references
α Rényi DivergenceStochastic PhenomenonStochastic GameStochastic ProcessesManagementDecision TheoryExpectation FormationEconomicsWall StreetInformation TheoryProbability TheoryGamesUtility-driven ModelFinanceUtility TheoryEntropyEntropy ProductionStochastic CalculusBusinessDecision ScienceEconomics Of Information
The interplay between thermodynamics and information theory has a long history, but its quantitative manifestations are still being explored. We import tools from expected utility theory from economics into stochastic thermodynamics. We prove that, in a process obeying Crooks's fluctuation relations, every α Rényi divergence between the forward process and its reverse has the operational meaning of the "certainty equivalent" of dissipated work (or, more generally, of entropy production) for a player with risk aversion r=α-1. The two known cases α=1 and α=∞ are recovered and receive the new interpretation of being associated with a risk-neutral and an extreme risk-averse player, respectively. Among the new results, the condition for α=0 describes the behavior of a risk-seeking player willing to bet on the transient violations of the second law. Our approach further leads to a generalized Jarzynski equality, and generalizes to a broader class of statistical divergences.
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Nonequilibrium Equality for Free Energy Differences
Christopher Jarzynski · Physical Review Letters · 1997 · 5.2K citations · Full text
Risk Aversion in the Small and in the Large
John W. Pratt · Econometrica · 1964 · 4.9K citations
Gavin E. Crooks · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 1999 · 2.5K citations · Full text
Aspects of the Theory of Risk-Bearing.
S. A. Ozga, Kenneth J. Arrow · Economica · 1966 · 1.9K citations