On a Clique-Based Integer Programming Formulation of Vertex Colouring with Applications in Course Timetabling

Autor: Burke, Edmund K., Marecek, Jakub, Parkes, Andrew J., Rudova, Hana
Rok vydání: 2007
Předmět:
Zdroj: Annals of Operations Research (2010) 179(1), 105-130
Druh dokumentu: Working Paper
DOI: 10.1007/s10479-010-0716-z
Popis: Vertex colouring is a well-known problem in combinatorial optimisation, whose alternative integer programming formulations have recently attracted considerable attention. This paper briefly surveys seven known formulations of vertex colouring and introduces a formulation of vertex colouring using a suitable clique partition of the graph. This formulation is applicable in timetabling applications, where such a clique partition of the conflict graph is given implicitly. In contrast with some alternatives, the presented formulation can also be easily extended to accommodate complex performance indicators (``soft constraints'') imposed in a number of real-life course timetabling applications. Its performance depends on the quality of the clique partition, but encouraging empirical results for the Udine Course Timetabling problem are reported.
Databáze: arXiv