Facility Protection Optimization Under Uncertainty

The goal of this study is to develop a decision-making methodology to optimally allocate resources in designing a facility protection system, composed of detection, delay, and response elements, in order to balance cost and performance. The developed methodology extends current network interdiction...

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Bibliographic Details
Main Author: Hester, Patrick Thomas
Other Authors: Sankaran Mahadevan
Format: Others
Language:en
Published: VANDERBILT 2007
Subjects:
Online Access:http://etd.library.vanderbilt.edu/available/etd-07172007-225156/
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spelling ndltd-VANDERBILT-oai-VANDERBILTETD-etd-07172007-2251562013-01-08T17:16:15Z Facility Protection Optimization Under Uncertainty Hester, Patrick Thomas Mechanical Engineering The goal of this study is to develop a decision-making methodology to optimally allocate resources in designing a facility protection system, composed of detection, delay, and response elements, in order to balance cost and performance. The developed methodology extends current network interdiction techniques by including concepts such as timely detection, guard response time, and conflict between the facility response and adversary forces. Both single and multiple adversary teams are considered. The methodology decouples critical path selection and safeguards optimization, thus increasing computational efficiency. Further computational savings are gained by utilizing reliability-based design optimization with a first-order reliability method approach to analyzing uncertainty. These computational improvements allow for the facility protection methodology to be extended to large networks and to incorporate multiple adversary team threats. A real world example is utilized to demonstrate the applicability of the methodology to problems of large scale complexity. Sankaran Mahadevan Gautam Biswas David Dilts Ken Pence Mark Snell VANDERBILT 2007-07-27 text application/pdf http://etd.library.vanderbilt.edu/available/etd-07172007-225156/ http://etd.library.vanderbilt.edu/available/etd-07172007-225156/ en unrestricted I hereby certify that, if appropriate, I have obtained and attached hereto a written permission statement from the owner(s) of each third party copyrighted matter to be included in my thesis, dissertation, or project report, allowing distribution as specified below. I certify that the version I submitted is the same as that approved by my advisory committee. I hereby grant to Vanderbilt University or its agents the non-exclusive license to archive and make accessible, under the conditions specified below, my thesis, dissertation, or project report in whole or in part in all forms of media, now or hereafter known. I retain all other ownership rights to the copyright of the thesis, dissertation or project report. I also retain the right to use in future works (such as articles or books) all or part of this thesis, dissertation, or project report.
collection NDLTD
language en
format Others
sources NDLTD
topic Mechanical Engineering
spellingShingle Mechanical Engineering
Hester, Patrick Thomas
Facility Protection Optimization Under Uncertainty
description The goal of this study is to develop a decision-making methodology to optimally allocate resources in designing a facility protection system, composed of detection, delay, and response elements, in order to balance cost and performance. The developed methodology extends current network interdiction techniques by including concepts such as timely detection, guard response time, and conflict between the facility response and adversary forces. Both single and multiple adversary teams are considered. The methodology decouples critical path selection and safeguards optimization, thus increasing computational efficiency. Further computational savings are gained by utilizing reliability-based design optimization with a first-order reliability method approach to analyzing uncertainty. These computational improvements allow for the facility protection methodology to be extended to large networks and to incorporate multiple adversary team threats. A real world example is utilized to demonstrate the applicability of the methodology to problems of large scale complexity.
author2 Sankaran Mahadevan
author_facet Sankaran Mahadevan
Hester, Patrick Thomas
author Hester, Patrick Thomas
author_sort Hester, Patrick Thomas
title Facility Protection Optimization Under Uncertainty
title_short Facility Protection Optimization Under Uncertainty
title_full Facility Protection Optimization Under Uncertainty
title_fullStr Facility Protection Optimization Under Uncertainty
title_full_unstemmed Facility Protection Optimization Under Uncertainty
title_sort facility protection optimization under uncertainty
publisher VANDERBILT
publishDate 2007
url http://etd.library.vanderbilt.edu/available/etd-07172007-225156/
work_keys_str_mv AT hesterpatrickthomas facilityprotectionoptimizationunderuncertainty
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