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dc.contributor.authorYost, K.
dc.contributor.authorWashburn, A.R.
dc.date2000
dc.date.accessioned2014-01-15T20:46:23Z
dc.date.available2014-01-15T20:46:23Z
dc.date.issued2000
dc.identifier.citationYost, K. and Washburn, A.R., “The LP/POMDP Marriage: Optimization with Imperfect Information,” Naval Research Logistics, 47(8), 2000, pp. 607-619.
dc.identifier.urihttp://hdl.handle.net/10945/38407
dc.descriptionNaval Research Logistics, 47(8), 2000, pp. 607-619.en_US
dc.description.abstractA new technique for solving large-scale allocation problems with partially observable states and constrained action and observation resources is introduced. The technique uses a master linear program (LP) to determine allocations among a set of control policies, and uses partially observable Markov decision processes (POMDPs) to determine improving policies using dual prices from the master L.P. An application is made to a military problem where aircraft attack targets in a sequence of stages, with information acquired in one stage being used to plan attacks in the next.en_US
dc.rightsdefined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.en_US
dc.titleThe LP/POMDP Marriage: Optimization with Imperfect Informationen_US
dc.typeArticleen_US
dc.contributor.departmentOperations Research (OR)
dc.subject.authorlinear programen_US
dc.subject.authorMarkov decision processen_US
dc.subject.authorinformationen_US


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