DocumentCode
568793
Title
A pure graph coloring constructive heuristic in timetabling
Author
Budiono, Tri A. ; Wong, Kok Wai
Author_Institution
Sch. of Inf. Technol., Murdoch Univ., Murdoch, WA, Australia
Volume
1
fYear
2012
fDate
12-14 June 2012
Firstpage
307
Lastpage
312
Abstract
Finding a feasible timetable efficiently is crucial in a two-stage optimization algorithm. Heuristics adopted from graph coloring theory have been used in many algorithms to solve timetabling problem. While it has been known that the application of these heuristics alone does not guarantee in producing feasible timetables, it will be useful if there exists any indicator of what condition the heuristics will lead to producing feasible timetables. In order to understand this condition, a constructive heuristic based on Least Saturation Degree First (LSDF) graph coloring is proposed in this work. Further, the quality of the generated feasible timetable is improved by a new operator based on a column permutation. These proposed algorithms attempt to solve the timetabling benchmark problems. Results are encouraging and provide useful insight into the solution of timetabling problem.
Keywords
graph colouring; optimisation; scheduling; LSDF graph coloring; column permutation; constructive heuristic; least saturation degree first; pure graph coloring; timetabling benchmark problems; two-stage optimization algorithm; Benchmark Problem; Column Permutation; Graph Coloring; Timetabling;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer & Information Science (ICCIS), 2012 International Conference on
Conference_Location
Kuala Lumpeu
Print_ISBN
978-1-4673-1937-9
Type
conf
DOI
10.1109/ICCISci.2012.6297259
Filename
6297259
Link To Document