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June 2011 Network routing in a dynamic environment
Nozer D. Singpurwalla
Ann. Appl. Stat. 5(2B): 1407-1424 (June 2011). DOI: 10.1214/10-AOAS453

Abstract

Recently, there has been an explosion of work on network routing in hostile environments. Hostile environments tend to be dynamic, and the motivation for this work stems from the scenario of IED placements by insurgents in a logistical network. For discussion, we consider here a sub-network abstracted from a real network, and propose a framework for route selection. What distinguishes our work from related work is its decision theoretic foundation, and statistical considerations pertaining to probability assessments. The latter entails the fusion of data from diverse sources, modeling the socio-psychological behavior of adversaries, and likelihood functions that are induced by simulation. This paper demonstrates the role of statistical inference and data analysis on problems that have traditionally belonged in the domain of computer science, communications, transportation science, and operations research.

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Nozer D. Singpurwalla. "Network routing in a dynamic environment." Ann. Appl. Stat. 5 (2B) 1407 - 1424, June 2011. https://doi.org/10.1214/10-AOAS453

Information

Published: June 2011
First available in Project Euclid: 13 July 2011

zbMATH: 1223.62003
MathSciNet: MR2849779
Digital Object Identifier: 10.1214/10-AOAS453

Keywords: decision making , information fusion , logistic regression , principle of conditionalization , probability assessments , simulated likelihoods , socio-psychological modeling

Rights: Copyright © 2011 Institute of Mathematical Statistics

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Vol.5 • No. 2B • June 2011
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