Implementation of Strategies for Solving Constraint Satisfaction Problems

dc.contributor.advisorAliyev, Rashad
dc.contributor.authorHasan, Zewar Fadhlulddin
dc.date.accessioned2016-09-30T07:47:45Z
dc.date.available2016-09-30T07:47:45Z
dc.date.issued2015-07
dc.date.submitted2015
dc.departmentEastern Mediterranean University, Faculty of Arts and Science, Department of Mathematicsen_US
dc.descriptionMaster of Science in Applied Mathematics and Computer Science. Thesis (M.S.)--Eastern Mediterranean University, Faculty of Arts and Sciences, Dept. of Mathematics, 2015. Supervisor: Prof. Dr. Rashad Aliyev.en_US
dc.description.abstractThis thesis investigates the different strategies for solving constraint satisfaction problems. The basic properties of constraint satisfaction problems are discussed. The different types of constraints are given. The constraint graph and cryptarithmetic constraint satisfaction problems are discussed. Such search techniques as backtracking search, local search, and constraint propagation for solving constraint satisfaction problems are presented. The forward checking in constraint satisfaction problems is used. Some constraint satisfaction problems such as map-coloring problem, cryptarithmetic problem, n-queens problems and Sudoku problem are solved. Keywords: Constraint satisfaction problem, Constraint graph, Backtracking search, n-queens problem, Local search, Constraint propagation, Forward checkingen_US
dc.description.abstractÖZ: Bu tez kısıtlama memnuniyeti sorunlarını çözmek için farklı stratejiler araştırıyor. Ayrıca, kısıtlama memnuniyeti problemlerinin temel özellikleri tartışılır. Bunun yanında, kısıtlamaların farklı türleri verilmiştir. Kısıtlama grafiği ve cryptarithmetic kısıtlama memnuniyeti sorunları tartışılır. Geriye arama, yerel arama ve kısıtlama memnuniyeti problemlerinin çözümü için kısıtlama yayılma gibi arama teknikleri sunulmuştur. Kısıtlama memnuniyeti problemlerinde ileri kontrol yöntemi kullanılır. Harita renklendirme problemi, cryptarithmetic problemi, n-vezir problemi gibi bazı kısıtlama memnuniyeti problemleri ve Sudoku problemi çözülür. Anahtar Kelimeler: Kısıtlama memnuniyeti sorunu, Kısıtlama grafiki, Geri İzleme arama, n-vezir problemi, Yerel arama, Kısıtlama yayılımı, İleri kontrolen_US
dc.identifier.citationHasan, Zewar Fadhlulddin. (2015). Implementation of Strategies for Solving Constraint Satisfaction Problems. Thesis (M.S.), Eastern Mediterranean University, Institute of Graduate Studies and Research, Dept. of Mathematics, Famagusta: North Cyprus.en_US
dc.identifier.urihttps://hdl.handle.net/11129/2921
dc.language.isoen
dc.publisherEastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ)en_US
dc.relation.publicationcategoryTez
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectMathematicsen_US
dc.subjectApplied Mathematics and Computer Scienceen_US
dc.subjectConstraint programming (Computer science)en_US
dc.subjectConstraint satisfaction problemen_US
dc.subjectConstraint graphen_US
dc.subjectBacktracking searchen_US
dc.subjectn-queens problemen_US
dc.subjectLocal searchen_US
dc.subjectConstraint propagationen_US
dc.subjectForward checkingen_US
dc.titleImplementation of Strategies for Solving Constraint Satisfaction Problemsen_US
dc.typeMaster Thesis

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