An integrated constraint programming approach to scheduling sports leagues with divisional and round-robin tournaments
2014 (English)In: 11th International Conference on the Integration of Artificial Intelligence (AI) and Operations Research (OR) Techniques in Constraint Programming, CPAIOR 2014, 2014, 144-158 p.Conference paper (Refereed)
Previous approaches for scheduling a league with round-robin and divisional tournaments involved decomposing the problem into easier subproblems. This approach, used to schedule the top Swedish handball league Elitserien, reduces the problem complexity but can result in suboptimal schedules. This paper presents an integrated constraint programming model that allows to perform the scheduling in a single step. Particular attention is given to identifying implied and symmetry-breaking constraints that reduce the computational complexity significantly. The experimental evaluation of the integrated approach takes considerably less computational effort than the previous approach.
Place, publisher, year, edition, pages
2014. 144-158 p.
Artificial intelligence, Computer programming, Constraint theory, Operations research, Computational effort, Constraint programming, Constraint programming model, Experimental evaluation, Integrated approach, Problem complexity, Sub-problems, Symmetry breaking constraints, Scheduling
Electrical Engineering, Electronic Engineering, Information Engineering
IdentifiersURN: urn:nbn:se:kth:diva-167856DOI: 10.1007/978-3-319-07046-9_11ScopusID: 2-s2.0-84902481645ISBN: 9783319070452OAI: oai:DiVA.org:kth-167856DiVA: diva2:820787
19 May 2014 through 23 May 2014, Cork
QC 201506122015-06-122015-05-222015-06-12Bibliographically approved