DocumentCode
2950159
Title
The Mathematical Model of Course Scheduling and Its Realization Based on Genetic Algorithm
Author
Xie, Fengmei
Author_Institution
Coll. of Math. & Inf. Sci., Huanggang Normal Univ., Huanggang, China
fYear
2011
fDate
20-21 Aug. 2011
Firstpage
374
Lastpage
377
Abstract
Timetable problem is a kind of special resource scheduling problem. It is a special problem concerning resource management, which falls into the category of NP. This study utilized genetic algorithm to deal with the multiple constraints issues. We establish mathematical model about TTp. This paper analyses timetable problem, and give a reasonable abstract to the course scheduling. Based on this, the author gives an genetic algorithm solution to the problem, and then provides the chromosome coding schemes and fitness function to design and realize the course scheduling system. Finally, the result shows that the algorithm is reasonable and feasible.
Keywords
educational courses; genetic algorithms; mathematical analysis; scheduling; NP complete problem; chromosome coding scheme; course scheduling; fitness function; genetic algorithm; mathematical model; resource management; resource scheduling problem; timetable problem; Course Scheduling; Genetic Algorithm; Mathematical Model;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligence Science and Information Engineering (ISIE), 2011 International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4577-0960-9
Electronic_ISBN
978-0-7695-4480-9
Type
conf
DOI
10.1109/ISIE.2011.125
Filename
5997459
Link To Document