Ensuring multidimensional fairness in public service

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buir.advisorKarsu, Özlem
dc.contributor.authorAkoluk, Damla
dc.date.accessioned2020-12-31T09:57:35Z
dc.date.available2020-12-31T09:57:35Z
dc.date.copyright2020-12
dc.date.issued2020-12
dc.date.submitted2020-12-30
dc.descriptionCataloged from PDF version of article.en_US
dc.descriptionThesis (M.S.): Bilkent University, Department of Industrial Engineering, İhsan Doğramacı Bilkent University, 2020.en_US
dc.descriptionIncludes bibliographical references (leaves 50-54).en_US
dc.description.abstractIn this study, we focus on service planning problems, in which decisions lead to distributions of multiple benefits to multiple users, hence involve fairness and efficiency concerns in a multidimensional way. We develop two mathematical modeling-based approaches that incorporate these concerns in such problems. The first formulation aggregates the multidimensional efficiency concerns and multidimensional fairness concerns in a bi-objective model. The second formulation defines an objective function for each benefit, which maximizes the total social welfare obtained from that specific benefit distribution, hence results in an nobjective model, where n is the number of benefits. We illustrate and compare these approaches on an example public service provision problem.en_US
dc.description.provenanceSubmitted by Betül Özen (ozen@bilkent.edu.tr) on 2020-12-31T09:57:35Z No. of bitstreams: 1 thesis_DA.pdf: 961710 bytes, checksum: df239793a1c84ea65cca3e886d945686 (MD5)en
dc.description.provenanceMade available in DSpace on 2020-12-31T09:57:35Z (GMT). No. of bitstreams: 1 thesis_DA.pdf: 961710 bytes, checksum: df239793a1c84ea65cca3e886d945686 (MD5) Previous issue date: 2020-12en
dc.description.statementofresponsibilityby Damla Akoluken_US
dc.embargo.release2021-06-30
dc.format.extentx, 64 leaves ; 30 cm.en_US
dc.identifier.itemidB111972
dc.identifier.urihttp://hdl.handle.net/11693/54863
dc.language.isoEnglishen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectFairnessen_US
dc.subjectPublic service provisionen_US
dc.subjectPublic educationen_US
dc.subjectKnapsack problemen_US
dc.subjectEquityen_US
dc.subjectEpsilon constraint algorithmen_US
dc.subjectMulti-criteria optimizationen_US
dc.titleEnsuring multidimensional fairness in public serviceen_US
dc.title.alternativeKamu servislerinde çok boyutlu eşitlikçilik kaygısıen_US
dc.typeThesisen_US
thesis.degree.disciplineIndustrial Engineering
thesis.degree.grantorBilkent University
thesis.degree.levelMaster's
thesis.degree.nameMS (Master of Science)

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