Article ID Journal Published Year Pages File Type
404127 Neural Networks 2013 5 Pages PDF
Abstract

The goal of the article is to establish the contractivity, on the space of normalised positive distributions, of a certain class of Markov operators defined by stochastic kernels. The motivation for this work is the promising use of stationary densities in characterising convergence properties of a certain class of discrete-time random algorithms, especially when the so-called associated ordinary differential equation has multiple asymptotically stable equilibria, and no other stable structures.

Related Topics
Physical Sciences and Engineering Computer Science Artificial Intelligence
Authors
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