DocumentCode :
3162810
Title :
Algorithms of time table problem application and performance evaluation in course scheduling system
Author :
Dong, Yunfeng ; Qi, Bei ; Gao, Wushi ; Wang, Qingzhu ; Wang, Lan
Author_Institution :
Comput. Center, Shandong Polytech. Univ., Jinan, China
fYear :
2011
fDate :
8-10 Aug. 2011
Firstpage :
3702
Lastpage :
3705
Abstract :
This paper analyzes the nature of university curriculum problems (Time table Problem TTP), as well as the strengths and weaknesses of the problem solving, and evaluate some time table problem´s arithmetic performance. The basic algorithm including greedy algorithm, simulated annealing algorithm, genetic algorithm and the improved genetic search algorithm by author. This thesis discover the use of genetic algorithms to solve the problem of arrangement, it has precocious phenomenon and quickly converge the local optimum rather than global optimal solution, so we combine the local search method with partial matching crossover operation, genetic algorithm combined with tabu search to solve the problem. We have carried on the massive experiments to prove it, and analysis and evaluation the performance of the improved algorithm. Experimental results show that genetic search algorithm is a better algorithm for TTP.
Keywords :
educational courses; educational institutions; genetic algorithms; greedy algorithms; performance evaluation; scheduling; search problems; simulated annealing; course scheduling system; genetic search algorithm; greedy algorithm; local search method; partial matching crossover operation; performance evaluation; simulated annealing algorithm; tabu search; time table problem application; university curriculum problems; Algorithm design and analysis; Biological cells; Convergence; Encoding; Genetic algorithms; Genetics; Simulated annealing; Genetic Algorithm; Greedy Algorithm; Simulated Annealing Algorithm; Tabu Search; Time table Problem;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on
Conference_Location :
Deng Leng
Print_ISBN :
978-1-4577-0535-9
Type :
conf
DOI :
10.1109/AIMSEC.2011.6010023
Filename :
6010023
Link To Document :
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