On the von neumann entropy of graphs
WebThe von Neumann entropy of a network was introduced by Braunstein et al. braunstein2006some and then analyzed further in a number of later works passerini2009quantifying ; anand2009entropy ; du2010note ; anand2011shannon ; de2016interpreting ; dairyko2024note ; simmons2024quantum .The intuition behind this … WebThe von Neumann graph entropy (VNGE) is a measure of graph complexity based on the Laplacian spectrum. It has recently found applications in various learning tasks driven by …
On the von neumann entropy of graphs
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WebThe von Neumann entropy of a graph is a spectral complexity measure that has recently found applications in complex networks analysis and pattern recognition. Two variants of … Web1 de dez. de 2010 · We consider the von Neumann entropy (Du et al. 2010; Feng et al. 2024), also known as Laplacian graph entropy, which recently found notable applications in complex networks analysis and pattern ...
Web19 de fev. de 2024 · The von Neumann graph entropy is a measure of graph complexity based on the Laplacian spectrum. It has recently found applications in various learning … Webwhere S(σAB) is the von Neumann entropy of the separable density matrix and KAB is the modular Hamiltonian of ρ0 AB, K0 AB = −logρ0 AB. (20) 3.2 The calculation of S(σAB) In …
Web20 de fev. de 2024 · In this article, we introduce the Sharma-Mittal entropy of a graph, which is a generalization of the existing idea of the von-Neumann entropy. The well-known R{é}nyi, Thallis, and von-Neumann entropies can be expressed as limiting cases of Sharma-Mittal entropy. We have explicitly calculated them for cycle, path, and complete … Web30 de dez. de 2010 · We prove that the von Neumann entropy of the typical Erdös–Rényi random graph saturates its upper bound. Since connected regular graphs saturate this …
Web11 de dez. de 2024 · The von Neumann entropy was originally introduced by von Neumann around 1927 for proving the irreversibility of quantum measurement …
grafton road pharmacyhttp://proceedings.mlr.press/v97/chen19j/chen19j.pdf grafton road oldburyWeb20 de set. de 2024 · The von Neumann entropy of a graph is a spectral complexity measure that has recently found applications in complex … grafton road closuresWeb1 de out. de 2009 · It is remarkable that the von Neumann entropy depends on spectral properties and it can be computed efficiently. The analytical results described here and the numerical computations lead us to conclude that the von Neumann entropy increases under edge addition, increases with the regularity properties of the network and with the … chinadress nanpaWeb20 de set. de 2024 · The von Neumann entropy of a graph is a spectral complexity measure that has recently found applications in complex networks analysis and pattern … china dressing bottle manufacturerWebPDF The von Neumann entropy of a graph is a spectral complexity measure that has recently found applications in complex networks analysis and pattern recognition. Two variants of the von Neumann entropy exist based on the graph Laplacian and normalized graph Laplacian, respectively. Due to its computational complexity, previous works have … grafton road nw5 traffic restrictionsWeb15 de mai. de 2024 · 5. Conclusion. The behavior of von Neumann entropy is challenging to understand. While many rules, such as ‘adding an edge raises entropy’ work ‘most of the time,’ as we saw in Proposition 4.1 adding an edge can decrease von Neumann entropy. Thus the Rényi-Quantum Star Test, which works for almost all graphs, seems natural for … china dream chinese dream