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Relaxed Schroedinger bridges and robust network routing

Authors :
Chen, Yongxin
Georgiou, Tryphon
Pavon, Michele
Tannenbaum, Allen
Publication Year :
2018

Abstract

We consider network routing under random link failures with a desired final distribution. We provide a mathematical formulation of a relaxed transport problem where the final distribution only needs to be close to the desired one. The problem is a maximum entropy problem for path distributions with an extra terminal cost. We show that the unique solution may be obtained solving a generalized Schroedinger system. An iterative algorithm to compute the solution is provided. It contracts the Hilbert metric with contraction ratio less than 1/2 leading to extremely fast convergence.<br />Comment: 16 pages, 1 figure

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1801.07852
Document Type :
Working Paper