Relations Between Work and Entropy Production for General Information-Driven, Finite-State Engines

We consider a system model of a general finite-state machine (ratchet) that simultaneously interacts with three kinds of reservoirs: a heat reservoir, a work reservoir, and an information reservoir, the latter being taken to be a running digital tape whose symbols interact sequentially with the machine. As has been shown in earlier work, this finite-state machine can act as a demon (with memory), which creates a net flow of energy from the heat reservoir into the work reservoir (thus extracting useful work) at the price of increasing the entropy of the information reservoir. Under very few assumptions, we propose a simple derivation of a family of inequalities that relate the work extraction with the entropy production. These inequalities can be seen as either upper bounds on the extractable work or as lower bounds on the entropy production, depending on the point of view. Many of these bounds are relatively easy to calculate and they are tight in the sense that equality can be approached arbitrarily closely. In their basic forms, these inequalities are applicable to any finite number of cycles (and not only asymptotically), and for a general input information sequence (possibly correlated), which is not necessarily assumed even stationary. Several known results are obtained as special cases.

[1]  Jordan M. Horowitz,et al.  Thermodynamics with Continuous Information Flow , 2014, 1402.3276.

[2]  Udo Seifert,et al.  An autonomous and reversible Maxwell's demon , 2013 .

[3]  Andre C. Barato,et al.  Stochastic thermodynamics of bipartite systems: transfer entropy inequalities and a Maxwell’s demon interpretation , 2014 .

[4]  Udo Seifert,et al.  Stochastic thermodynamics with information reservoirs. , 2014, Physical review. E, Statistical, nonlinear, and soft matter physics.

[5]  Massimiliano Esposito,et al.  Second law and Landauer principle far from equilibrium , 2011, 1104.5165.

[6]  Masahito Ueda,et al.  Fluctuation theorem with information exchange: role of correlations in stochastic thermodynamics. , 2012, Physical review letters.

[7]  Armen E. Allahverdyan,et al.  Thermodynamic efficiency of information and heat flow , 2009, 0907.3320.

[8]  Neri Merhav,et al.  Sequence complexity and work extraction , 2015, ArXiv.

[9]  Harvey S. Leff,et al.  Maxwell's Demon 2 , 1990 .

[10]  D. Andrieux,et al.  Nonequilibrium generation of information in copolymerization processes , 2008, Proceedings of the National Academy of Sciences.

[11]  Andreas Engel,et al.  On the energetics of information exchange , 2014, 1401.2270.

[12]  Anthony Unwin,et al.  Reversibility and Stochastic Networks , 1980 .

[13]  Takahiro Sagawa,et al.  Role of mutual information in entropy production under information exchanges , 2013, 1307.6092.

[14]  James P. Crutchfield,et al.  Leveraging Environmental Correlations: The Thermodynamics of Requisite Variety , 2016, ArXiv.

[15]  L. Szilard über die Entropieverminderung in einem thermodynamischen System bei Eingriffen intelligenter Wesen , 1929 .

[16]  Christopher Jarzynski,et al.  Work and information processing in a solvable model of Maxwell’s demon , 2012, Proceedings of the National Academy of Sciences.

[17]  A. C. Barato,et al.  Unifying three perspectives on information processing in stochastic thermodynamics. , 2013, Physical review letters.

[18]  Sebastian Deffner Information-driven current in a quantum Maxwell demon. , 2013, Physical review. E, Statistical, nonlinear, and soft matter physics.

[19]  Henrik Sandberg,et al.  Second-law-like inequalities with information and their interpretations , 2014, 1409.5351.

[20]  T. Sagawa,et al.  Thermodynamics of information , 2015, Nature Physics.

[21]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[22]  Yuansheng Cao,et al.  Thermodynamics of information processing based on enzyme kinetics: An exactly solvable model of an information pump. , 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

[23]  D. Sherrington Stochastic Processes in Physics and Chemistry , 1983 .

[24]  A. Carlo,et al.  Free energy potential and temperature with information exchange , 2013, 1305.2107.

[25]  Christopher Jarzynski,et al.  Maxwell's refrigerator: an exactly solvable model. , 2013, Physical review letters.

[26]  C. Jarzynski,et al.  Information Processing and the Second Law of Thermodynamics: An Inclusive Hamiltonian Approach. , 2013, 1308.5001.

[27]  Thomas M. Cover,et al.  Elements of Information Theory , 2005 .