Conformal Fisher information metric with torsion
نویسندگان
چکیده
Abstract We consider torsion in parameter manifolds that arises via conformal transformations of the Fisher information metric, and define it for geometry a wide class physical systems. The can be used to differentiate between probability distribution functions otherwise have same scalar curvature hence similar geometries. In context thermodynamic geometry, our construction gives rise new scalar—the defined on manifold, while retaining known features related other quantities. analyse this Van der Waals Curie–Weiss models. both cases, has non trivial behaviour spinodal curve. also briefly comment one dimensional classical Ising model show diverges exponentially near criticality.
منابع مشابه
Dynamics of the Fisher information metric.
We present a method to generate probability distributions that correspond to metrics obeying partial differential equations generated by extremizing a functional J [g(mu nu) (theta(i)) ] , where g(mu nu) (theta(i)) is the Fisher metric. We postulate that this functional of the dynamical variable g(mu nu) (theta(i)) is stationary with respect to small variations of these variables. Our approach ...
متن کاملConformal dynamics of quantum gravity with torsion
The trace anomaly induced dynamics of the conformal factor is investigated in four-dimensional quantum gravity with torsion. The constraints for the coupling constants of torsion matter interaction are obtained in the infrared stable fixed point of the effective scalar theory. ⋆ On leave from Pedagogical Institute, 634041 Tomsk, Russia In a recent paper [1] the trace anomaly induced dynamics of...
متن کاملGeometry of Fisher Information Metric and the Barycenter Map
Geometry of Fisher metric and geodesics on a space of probability measures defined on a compact manifold is discussed and is applied to geometry of a barycenter map associated with Busemann function on an Hadamard manifold X . We obtain an explicit formula of geodesic and then several theorems on geodesics, one of which asserts that any two probability measures can be joined by a unique geodesi...
متن کاملFisher information as a performance metric for locally optimum processing
For a known weak signal in additive white noise, the asymptotic performance of a locally optimum processor (LOP) is shown to be given by the Fisher information (FI) of a standardized even probability density function (PDF) of noise in three cases: (i) the maximum signal-tonoise ratio (SNR) gain for a periodic signal; (ii) the optimal asymptotic relative efficiency (ARE) for signal detection; (i...
متن کاملConstructing similarity networks using the Fisher information metric
The Fisher information metric defines a Riemannian space where distances reflect similarity with respect to a given probability distribution. This metric can be used during the process of building a relational network, resulting in a structure that is informed about the similarity criterion. Furthermore, the relational nature of this network allows for an intuitive interpretation of the data th...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Physics A
سال: 2023
ISSN: ['1751-8113', '1751-8121']
DOI: https://doi.org/10.1088/1751-8121/ace74b