MULLER, Tomáš, Hana RUDOVÁ and Roman BARTÁK. Minimal Perturbation Problem in Course Timetabling. In Practice and Theory of Automated Timetabling V. Heidelberg: Springer-Verlag GmbH, 2005, p. 126-146. ISBN 978-3-540-30705-1.
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Basic information
Original name Minimal Perturbation Problem in Course Timetabling
Name in Czech Problém minimálních změn při rozvrhování předmětu
Authors MULLER, Tomáš (203 Czech Republic), Hana RUDOVÁ (203 Czech Republic, guarantor) and Roman BARTÁK (203 Czech Republic).
Edition Heidelberg, Practice and Theory of Automated Timetabling V, p. 126-146, 21 pp. 2005.
Publisher Springer-Verlag GmbH
Other information
Original language English
Type of outcome Proceedings paper
Field of Study 10201 Computer sciences, information science, bioinformatics
Country of publisher United States of America
Confidentiality degree is not subject to a state or trade secret
WWW URL
RIV identification code RIV/00216224:14330/05:00014771
Organization unit Faculty of Informatics
ISBN 978-3-540-30705-1
UT WoS 000234857300008
Keywords in English scheduling; timetabling; local search; constructive search; dynamic problems
Tags constructive search, dynamic problems, Local Search, scheduling, timetabling
Tags International impact, Reviewed
Changed by Changed by: doc. Mgr. Hana Rudová, Ph.D., učo 3840. Changed: 28/3/2010 20:56.
Abstract
Many real-life problems are dynamic, with changes in the problem definition occurring after a solution to the initial formulation has been reached. A minimal perturbation problem incorporates these changes, along with the initial solution, as a new problem whose solution must be as close as possible to the initial solution. A new iterative forward search algorithm is proposed to solve minimal perturbation problems. Significant improvements to the solution quality are achieved by including new conflict-based statistics in this algorithm. The proposed methods were applied to find a new solution to an existing large scale class timetabling problem at Purdue University, incorporating the initial solution and additional input changes.
Abstract (in Czech)
Řada reálných problemu je dynamická a dochází ke změnám problému. Cílem řešení problému minimálních změn je nalézt takové řešení nového problému, aby bylo reflektováno řešení puvodního problému i změny v definici problému. Práce navrhuje nový algoritmus iterativního dopředného prohledávání, který umožňuje významná zlepšení kvality řešení toho problému. Navržené metody byly prověřeny řešením rozsáhlého rozvrhovacího problému na Purdue university.
Links
MSM0021622419, plan (intention)Name: Vysoce paralelní a distribuované výpočetní systémy
Investor: Ministry of Education, Youth and Sports of the CR, Highly Parallel and Distributed Computing Systems
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