scholarly journals On parabolic convergence of positive solutions of the heat equation

Author(s):  
Jayanta Sarkar
2020 ◽  
pp. 1-19
Author(s):  
Paul Horn ◽  
Lauren M. Nelsen

Abstract Personalized PageRank has found many uses in not only the ranking of webpages, but also algorithmic design, due to its ability to capture certain geometric properties of networks. In this paper, we study the diffusion of PageRank: how varying the jumping (or teleportation) constant affects PageRank values. To this end, we prove a gradient estimate for PageRank, akin to the Li–Yau inequality for positive solutions to the heat equation (for manifolds, with later versions adapted to graphs).


2013 ◽  
Vol 33 (5) ◽  
pp. 2033-2063 ◽  
Author(s):  
Tai Nguyen Phuoc ◽  
◽  
Laurent Véron ◽  

Stochastics ◽  
2007 ◽  
Vol 79 (5) ◽  
pp. 407-417
Author(s):  
Habib Ouerdiane ◽  
José Luis da Silva

Author(s):  
G. Keady

AbstractConsider positive solutions of the one dimensional heat equation. The space variable x lies in (–a, a): the time variable t in (0,∞). When the solution u satisfies (i) u (±a, t) = 0, and (ii) u(·, 0) is logconcave, we give a new proof based on the Maximum Principle, that, for any fixed t > 0, u(·, t) remains logconcave. The same proof techniques are used to establish several new results related to this, including results concerning joint concavity in (x, t) similar to those considered in Kennington [15].


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