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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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. |
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Mechanical Engineering |
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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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