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University Course Timetabling with Soft Constraints

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RUDOVÁ Hana MURRAY Keith

Rok publikování 2002
Druh Článek ve sborníku
Konference PATAT 2002, Proceedings of the 4th international conference on the Practice And Theory of Automated Timetabling
Fakulta / Pracoviště MU

Fakulta informatiky

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Obor Využití počítačů, robotika a její aplikace
Klíčová slova course timetabling; constraint satisfaction; soft constraints; constraint logic programming
Popis An extension of constraint logic programming that allows for weighted partial satisfaction of soft constraints is described and applied to the development of an automated timetabling system for Purdue University. The soft constraint solver implemented in the proposed solution approach allows constraint propagation for hard constraints together with preference propagation for soft constraints. A new repair search algorithm is proposed to improve upon initially generated (partial) assignments of the problem variables. The model and search methods applied to the solution of the large lecture room component are presented and discussed along with the computational results.
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