A Model to Optimize University Course Timetable Using Graph Coloring and Integer Linear Programming
Loading...
Date
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
IOSR .Journal o f Mathematics (IOSR-JM
Abstract
Attached
This paper presents the design and construction o f a faculty course timetable. The system uses an Integer Linear Programming model which attempts to assign groups o f course units to time periods where each group is a result o f a graph coloring approach. Limited number o f lecture halls, large number o f subject combinations and growing number o f student registration have made the problem very tight which results thousands o f variables and constraints to the m odel The quality o f the solution depends on the local ion o f the time period assigned to the set o f course units. Hence the objective function is defined to optimize the allocation o f time periods to course units. The model results a feasible solution which has reduced the maximum idle time oj students to three hours and it can be implemented with the lecture halls currently available in the faculty o f Applied Sciences, University o f Sri Jayewardenepura. The model is flexible and allows to change the constraints depending on the faculty requirements and other factors and if necessary, construct alternative schedules.
This paper presents the design and construction o f a faculty course timetable. The system uses an Integer Linear Programming model which attempts to assign groups o f course units to time periods where each group is a result o f a graph coloring approach. Limited number o f lecture halls, large number o f subject combinations and growing number o f student registration have made the problem very tight which results thousands o f variables and constraints to the m odel The quality o f the solution depends on the local ion o f the time period assigned to the set o f course units. Hence the objective function is defined to optimize the allocation o f time periods to course units. The model results a feasible solution which has reduced the maximum idle time oj students to three hours and it can be implemented with the lecture halls currently available in the faculty o f Applied Sciences, University o f Sri Jayewardenepura. The model is flexible and allows to change the constraints depending on the faculty requirements and other factors and if necessary, construct alternative schedules.
Description
Citation
Perera, M.T.M., Lanel, G.H.J. (2016). "A Model to Optimize University Course Timetable Using Graph Coloring and Integer Linear Programming", IOSR .Journal o f Mathematics (IOSR-JM), Vol.12 (5), 13-18 pp.
