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The robustness of stochastic switching networks

Loh, Po-Ling and Zhou, Hongchao and Bruck, Jehoshua (2009) The robustness of stochastic switching networks. In: ISIT 2009. IEEE , Piscataway, NJ, pp. 2066-2070. ISBN 978-1-4244-4312-3. https://resolver.caltech.edu/CaltechAUTHORS:20100816-134022210

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Abstract

Many natural systems, including chemical and biological systems, can be modeled using stochastic switching circuits. These circuits consist of stochastic switches, called pswitches, which operate with a fixed probability of being open or closed. We study the effect caused by introducing an error of size. to each pswitch in a stochastic circuit. We analyze two constructions--simple series-parallel and general series-parallel circuits--and prove that simple series-parallel circuits are robust to small error perturbations, while general series-parallel circuits are not. Specifically, the total error introduced by perturbations of size less than ε is bounded by a constant multiple of ε in a simple series-parallel circuit, independent of the size of the circuit. However, the same result does not hold in the case of more general series-parallel circuits. In the case of a general stochastic circuit, we prove that the overall error probability is bounded by a linear function of the number of pswitches.


Item Type:Book Section
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.1109/ISIT.2009.5205379 DOIUNSPECIFIED
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5205379PublisherUNSPECIFIED
ORCID:
AuthorORCID
Bruck, Jehoshua0000-0001-8474-0812
Additional Information:© 2009 IEEE. This work was supported in part by the NSF Expeditions in Computing Program under grant CCF-0832824. The authors would also like to thank the Caltech Summer Undergraduate Research Fellowship (SURF) program for its support in funding this research, and Dan Wilhelm for his comments and suggestions in revising the paper.
Funders:
Funding AgencyGrant Number
NSF Expeditions in Computing ProgramCCF-0832824
Caltech Summer Undergraduate Research FellowshipUNSPECIFIED
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INSPEC Accession Number10841926
Record Number:CaltechAUTHORS:20100816-134022210
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20100816-134022210
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:19443
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:16 Aug 2010 20:48
Last Modified:22 Nov 2019 09:58

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