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dc.contributor.advisorSingham, Dashi I.
dc.contributor.authorCordell, Joseph R.
dc.dateMar-14
dc.date.accessioned2014-05-23T15:19:15Z
dc.date.available2014-05-23T15:19:15Z
dc.date.issued2014-03
dc.identifier.urihttp://hdl.handle.net/10945/41361
dc.description.abstractThe System of Systems Survivability Simulation (S4) was created by the Army Research Laboratory's Survivability and Lethality Analysis Directorate in cooperation with the New Mexico State University Physical Science Laboratory. S4 is a multi-level, agent-based, time-stepped, high resolution, stochastic combat model with a focus on survivability and lethality of equipment and forces. There are over 300 factors (or input parameters) used to define the elements on the simulated battlefield. This thesis explores a factor screening method using a supersaturated design that could be used to eliminate insignificant design parameters for given scenarios. Eliminating insignificant parameters could reduce the run-time of an experiment, thereby allowing a more robust design to be used only on the significant factors that are selected. The ability of the method to properly identify significant parameters is analyzed by creating a model in which the significant factors are already known and determining how well the method identifies the significant factors. The results of the analysis show that the method is effective when the factors are moderately to highly significant and for a small number of significant factors. Additional research comparing this method with other factor screening methods may lead to the use of this method when there are more factors than design points.en_US
dc.description.urihttp://archive.org/details/towardfindingdri1094541361
dc.publisherMonterey, California: Naval Postgraduate Schoolen_US
dc.rightsThis publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.en_US
dc.titleToward finding driving communications factors in the system of systems survivability simulation modelen_US
dc.typeThesisen_US
dc.contributor.secondreaderLucas, Thomas W.
dc.contributor.departmentOperations Research
dc.subject.authorSystem of Systemsen_US
dc.subject.authorS4 System of Systems Survivability Simulationen_US
dc.subject.authorDesign of Experimentsen_US
dc.subject.authorNearly Orthogonal Latin Hypercubeen_US
dc.subject.authorNearly Orthogonal Nearly Balanced Mixed Designen_US
dc.subject.authorFactor Screeningen_US
dc.subject.authorSurvivability Lethality and Vulnerability Assessmenten_US
dc.subject.authorSupersaturated Designen_US
dc.subject.authorStepwise Regressionen_US
dc.description.serviceCaptain, United States Army Reserveen_US
etd.thesisdegree.nameMaster Of Science In Operations Researchen_US
etd.thesisdegree.levelMastersen_US
etd.thesisdegree.disciplineOperations Researchen_US
etd.thesisdegree.grantorNaval Postgraduate Schoolen_US
dc.description.distributionstatementApproved for public release; distribution is unlimited.


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