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Three-phase approach for curriculum-based course timetabling problem. (c2012)

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dc.contributor.author Jazzar, Hanaa Salem El-
dc.date.accessioned 2012-09-26T08:56:06Z
dc.date.available 2012-09-26T08:56:06Z
dc.date.copyright 2012 en_US
dc.date.issued 2012-09-26
dc.date.submitted 2012-06-08
dc.identifier.uri http://hdl.handle.net/10725/1252
dc.description Includes bibliographical references (leaves 92-98). en_US
dc.description.abstract University course timetabling is an important problem for scheduling courses into predefined periods and rooms over a week with a given set of constraints. This problem is NP-complete and, thus, heuristics are required to produce good suboptimal timetables. This work considers the curriculum based course timetabling problem (CCTP) and proposes three-phase heuristics algorithm that fulfils the requirements of zero hard constraints values and minimal values for soft constraints. The three algorithms are simulated annealing (SA), scatter search (SS) and a tuning heuristic (THEU). We have run our algorithm on subject problems listed at the international timetabling competition in 2007 (ITC2007) and we have compared our results with those of the winner of ITC2007, which is Muller’s hybrid algorithm. Our results show that our approach produces better results than Muller’s for larger or more complex problems. en_US
dc.language.iso en en_US
dc.subject Scheduling -- Data processing en_US
dc.subject Heuristic programming en_US
dc.subject Computer algorithms en_US
dc.subject Problem solving -- Data processing en_US
dc.title Three-phase approach for curriculum-based course timetabling problem. (c2012) en_US
dc.type Thesis en_US
dc.term.submitted Spring en_US
dc.author.degree MS in Computer Science en_US
dc.author.school Arts and Sciences en_US
dc.author.idnumber 200202191 en_US
dc.author.commembers Dr. Sanaa Sharafeddine
dc.author.commembers Dr. Abbas Tarhini
dc.author.woa OA en_US
dc.description.physdesc 1 bound copy: xviii, 106 leaves; col. ill.; 30 cm. available at RNL. en_US
dc.author.division Computer Science en_US
dc.author.advisor Dr. Nashaat Mansour
dc.keywords Metaheuristics en_US
dc.keywords Scatter search algorithm en_US
dc.keywords Simulated annealing en_US
dc.keywords Timetabling en_US
dc.keywords Course timetabling problem en_US
dc.keywords ITC2007 en_US
dc.identifier.doi https://doi.org/10.26756/th.2012.18 en_US
dc.publisher.institution Lebanese American University en_US


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