Geometric study for the Legendre duality of generalized entropies and its application to the porous medium equation
arXiv:0904.1530 · doi:10.1140/epjb/e2009-00170-y
Abstract
We geometrically study the Legendre duality relation that plays an important role in statistical physics with the standard or generalized entropies. For this purpose, we introduce dualistic structure defined by information geometry, and discuss concepts arising in generalized thermostatistics, such as relative entropies, escort distributions and modified expectations. Further, a possible generalization of these concepts in a certain direction is also considered. Finally, as an application of such a geometric viewpoint, we briefly demonstrate several new results on a behavior of the solution to the nonlinear diffusion equation called the {\em porous medium equation}.
Invited contribution to the SigmaPhi 2008 Conference
References in corpus (6)
- Game theory, maximum entropy, minimum discrepancy and robust Bayesian decision theory
- Nonlinear mean field Fokker-Planck equations. Application to the chemotaxis of biological populations
- What should a statistical mechanics satisfy to reflect nature?
- Deformed exponentials and logarithms in generalized thermostatistics
- Generalized thermostatistics based on deformed exponential and logarithmic functions
- Connections between Tsallis' formalisms employing the standard linear average energy and ones employing the normalized -average energy