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On a 2-Relative Entropy [PDF]

open access: yesEntropy, 2021
We construct a 2-categorical extension of the relative entropy functor of Baez and Fritz, and show that our construction is functorial with respect to vertical morphisms.
James Fullwood
doaj   +6 more sources

Belavkin–Staszewski Relative Entropy, Conditional Entropy, and Mutual Information [PDF]

open access: yesEntropy, 2022
Belavkin–Staszewski relative entropy can naturally characterize the effects of the possible noncommutativity of quantum states. In this paper, two new conditional entropy terms and four new mutual information terms are first defined by replacing quantum ...
Yuan Zhai, Bo Yang, Zhengjun Xi
doaj   +2 more sources

Relative entropy and catalytic relative majorization [PDF]

open access: yesPhysical Review Research, 2020
Given two pairs of quantum states, a fundamental question in the resource theory of asymmetric distinguishability is whether there exists a quantum channel converting one pair to the other.
Soorya Rethinasamy, Mark M. Wilde
doaj   +3 more sources

Relative Entropy in Determining Degressive Proportional Allocations [PDF]

open access: yesEntropy, 2021
The principle of degressively proportional apportionment of goods, being a compromise between equality and proportionality, facilitates the application of many different allocation rules.
Katarzyna Cegiełka   +4 more
doaj   +2 more sources

Born’s Rule from Contextual Relative-Entropy Minimization [PDF]

open access: yesEntropy
We give a variational characterization of the Born rule. For each measurement context, we project a quantum state ρ onto the corresponding abelian algebra by minimizing Umegaki relative entropy; Petz’s Pythagorean identity makes the dephased state the ...
Arash Zaghi
doaj   +2 more sources

Quantum Relative Entropy of Tagging and Thermodynamics [PDF]

open access: yesEntropy, 2020
Thermodynamics establishes a relation between the work that can be obtained in a transformation of a physical system and its relative entropy with respect to the equilibrium state.
Jose Diazdelacruz
doaj   +2 more sources

Adding Prior Information in FWI through Relative Entropy [PDF]

open access: yesEntropy, 2021
Full waveform inversion is an advantageous technique for obtaining high-resolution subsurface information. In the petroleum industry, mainly in reservoir characterisation, it is common to use information from wells as previous information to decrease the
Danilo Santos Cruz   +3 more
doaj   +2 more sources

On a new generalized Tsallis relative operator entropy

open access: yesMathematics in Applied Sciences and Engineering, 2023
In this paper, we present a generalization of Tsallis relative operator entropy defined for positive operators and we investigate some related properties.
Lahcen Tarik   +2 more
doaj   +1 more source

Training Autoencoders Using Relative Entropy Constraints

open access: yesApplied Sciences, 2022
Autoencoders are widely used for dimensionality reduction and feature extraction. The backpropagation algorithm for training the parameters of the autoencoder model suffers from problems such as slow convergence.
Yanjun Li, Yongquan Yan
doaj   +1 more source

Fractional Cumulative Residual Mean Relative Entropy and Its Application in an Aeroengine Gas Path System

open access: yesFractal and Fractional, 2023
Mean relative entropy has a wide range of applications in measuring information differences. However, relative entropy is difficult to approximate from empirical distribution entropy.
Keqiang Dong, Shushu Li
doaj   +1 more source

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