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Randomness as a constraint

dc.contributor.authorPrestwich, Steven D.
dc.contributor.authorRossi, Roberto
dc.contributor.authorTarım, S. Armağan
dc.date.accessioned2020-06-02T07:02:04Z
dc.date.available2020-06-02T07:02:04Z
dc.date.issued2015
dc.departmentÇankaya Üniversitesi, İktisadi ve İdari Bilimler Fakültesi, İşletme Bölümüen_US
dc.description.abstractSome optimisation problems require a random-looking solution with no apparent patterns, for reasons of fairness, anonymity, undetectability or unpredictability. Randomised search is not a good general approach because problem constraints and objective functions may lead to solutions that are far from random. We propose a constraint-based approach to finding pseudo-random solutions, inspired by the Kolmogorov complexity definition of randomness and by data compression methods. Our "entropy constraints" can be implemented in constraint programming systems using well-known global constraints. We apply them to a problem from experimental psychology and to a factory inspection problem.en_US
dc.identifier.citationPrestwich, Steven D.; Rossi, Roberto; Tarim, S. Armagan, "Randomness as a constraint" Principles And Practice Of Constraint Programming, Cp 2015, Vol.9255, pp.351-366, (2015).en_US
dc.identifier.doi10.1007/978-3-319-23219-5_25
dc.identifier.endpage366en_US
dc.identifier.isbn9783319232195; 9783319232188
dc.identifier.issn0302-9743
dc.identifier.startpage351en_US
dc.identifier.urihttp://hdl.handle.net/20.500.12416/4013
dc.identifier.volume9255en_US
dc.language.isoenen_US
dc.publisherSpringer-Verlag Berlinen_US
dc.relation.ispartofPrinciples And Practice Of Constraint Programming, Cp 2015en_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectGenerationen_US
dc.subjectSequencesen_US
dc.subjectSearchen_US
dc.titleRandomness as a constrainttr_TR
dc.titleRandomness as a Constrainten_US
dspace.entity.typePublication

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