Stochastic thermodynamics of Fisher information

被引:0
|
作者
Melo, Pedro B. [1 ]
Queiros, Silvio M. Duarte [2 ,3 ]
Morgado, Welles A. M. [1 ,3 ]
机构
[1] Pontificia Univ Catolica Rio de Janeiro, Dept Fis, BR-22452970 Rio de Janeiro, RJ, Brazil
[2] Ctr Brasileiro Pesquisas Fis, BR-22290180 Rio De Janeiro, RJ, Brazil
[3] INCT Sistemas Complexos, Rio De Janeiro, Brazil
关键词
Fisher information matrix;
D O I
10.1103/PhysRevE.111.014101
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
In this manuscript, we investigate the stochastic thermodynamics of Fisher information (FI), meaning we characterize both the fluctuations of FI, introducing a statistics of that quantity, and thermodynamic quantities. We introduce two initial conditions: an equilibrium initial condition and a minimum entropy initial condition, both under a protocol that drives the system to equilibrium. Its results indicate a dependence of the average FI on both the initial condition and path taken. Furthermore, the results indicate that the chosen parameter directly affects the FI of thermodynamic quantities, such as irreversible work and entropy, along with fluctuations of a stochastic FI. Last, we assess the further role of FI of the distribution of thermal quantities within the context of thermostatistical inequalities.
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页数:8
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