Title :
The Mathematical Model of Course Scheduling and Its Realization Based on Genetic Algorithm
Author_Institution :
Coll. of Math. & Inf. Sci., Huanggang Normal Univ., Huanggang, China
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;
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
DOI :
10.1109/ISIE.2011.125