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dc.contributor.advisorAppleget, Jeffrey A.
dc.contributor.advisorDarken, Christian J.
dc.contributor.authorLee, Kah Hock
dc.dateDecember 2011
dc.date.accessioned2012-08-22T15:33:02Z
dc.date.available2012-08-22T15:33:02Z
dc.date.issued2011-12
dc.identifier.urihttp://hdl.handle.net/10945/10636
dc.description.abstractThe success of Irregular Warfare (IW) and Counterinsurgency Operations depends on the ability to influence the civilian population based on an understanding of their social and cultural backgrounds. The Cultural Geography (CG) model was developed by TRADOC Analysis Center - Monterey, to provide military commanders with a means to evaluate the impact of IW tactical operations on the civilian population. A prototype Cognitive Architecture module was added to improve the representation of human cognition for determining the population's behavioral responses. This thesis conducted a thorough sensitivity analysis on the Cognitive Architecture module in the CG model, using experimental design and statistical data analysis techniques, to obtain an assessment of its impact on the civilian population responses, in terms of their stances on key IW issues of concern. Significant single and pairwise interaction factors in the Cognitive Architecture that contribute to the civilians' issue stances were identified. The analysis revealed demographic stereotypes of population groups notably affected by the Cognitive Architecture. The results will help to streamline data collection efforts, and provide a useful methodology and dataset, to support verification and validation of the Cognitive Architecture. Future research will adapt the Cognitive Architecture across different scenarios, as it evolves with more features.en_US
dc.description.urihttp://archive.org/details/sensitivitynalys1094510636
dc.format.extentxx, 129 p.en_US
dc.format.extent28 cm.en_US
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.subject.lcshModeling.en_US
dc.titleSensitivity analysis of a cognitive architecture for the cultural geography modelen_US
dc.contributor.secondreaderBrown, Richard F.
dc.contributor.departmentOperations Research (OR)
dc.subject.authorCultural Geographyen_US
dc.subject.authorStability Operationsen_US
dc.subject.authorIrregular Warfare (IW)en_US
dc.subject.authorAgent-Based Modeling (ABM)en_US
dc.subject.authorDiscrete Event Simulation (DES)en_US
dc.subject.authorTheory of Planned Behavior (TPB)en_US
dc.subject.authorCognitive Architectureen_US
dc.subject.authorDesign of Experiments (DOE)en_US
dc.subject.authorNearly Orthogonal Latin Hypercube (NOLH)en_US
dc.subject.authorSimulation Analysisen_US
etd.thesisdegree.nameM.S. in Operations Researchen_US
etd.thesisdegree.levelMastersen_US
etd.thesisdegree.disciplineOperations Researchen_US
etd.thesisdegree.grantorNaval Postgraduate Schoolen_US


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