Publication:
Risk-sensitive control of branching processes

dc.contributor.departmentDepartment of Industrial Engineering
dc.contributor.kuauthorCanbolat, Pelin Gülşah
dc.contributor.kuprofileFaculty Member
dc.contributor.otherDepartment of Industrial Engineering
dc.contributor.schoolcollegeinstituteCollege of Engineering
dc.contributor.yokid108242
dc.date.accessioned2024-11-09T23:52:47Z
dc.date.issued2021
dc.description.abstractThis article solves the risk-sensitive control problem for branching processes where the one-period progeny of an individual can take values from a finite set. the decision maker is assumed to maximize the expected risk-averse exponential utility (or to minimize the expected risk-averse exponential disutility) of the rewards earned in an infinite horizon. individuals are assumed to produce progeny independently, and with the same probability mass function if they take the same action. This article characterizes the expected disutility of stationary policies, identifies necessary and sufficient conditions for the existence of a stationary optimal policy that assigns the same action to all individuals in all periods, and discusses computational methods to obtain such a policy. are available for this article. See the publisher's online edition of IIE Transactions, datasets, Additional tables, detailed proofs, etc.
dc.description.indexedbyWoS
dc.description.indexedbyScopus
dc.description.issue8
dc.description.openaccessYES
dc.description.publisherscopeInternational
dc.description.sponsoredbyTubitakEuEU
dc.description.sponsorshipPeople Programme (Marie Curie actions) of the European Union's Seventh Framework Programme FP7/2007-2013/under REa grant [618853] the author has received funding from the People Programme (Marie Curie actions) of the European Union's Seventh Framework Programme FP7/2007-2013/under REa grant agreement no. [618853].
dc.description.volume53
dc.identifier.doi10.1080/24725854.2019.1655609
dc.identifier.eissn2472-5862
dc.identifier.issn2472-5854
dc.identifier.quartileQ2
dc.identifier.scopus2-s2.0-85073960167
dc.identifier.urihttp://dx.doi.org/10.1080/24725854.2019.1655609
dc.identifier.urihttps://hdl.handle.net/20.500.14288/14898
dc.identifier.wos488125000001
dc.keywordsBranching processes
dc.keywordsRisk sensitivity
dc.keywordsExponential utility
dc.keywordsDynamic programming
dc.languageEnglish
dc.publisherTaylor and Francis inc
dc.sourceIISE Transactions
dc.subjectEngineering
dc.subjectIndustrial engineering
dc.subjectOperations research
dc.subjectManagement science
dc.titleRisk-sensitive control of branching processes
dc.typeJournal Article
dspace.entity.typePublication
local.contributor.authorid0000-0003-0028-3285
local.contributor.kuauthorCanbolat, Pelin Gülşah
relation.isOrgUnitOfPublicationd6d00f52-d22d-4653-99e7-863efcd47b4a
relation.isOrgUnitOfPublication.latestForDiscoveryd6d00f52-d22d-4653-99e7-863efcd47b4a

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