Solving University Course Timetabling Problem Using Memetic Algorithms and Rule-based Approaches
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چکیده
منابع مشابه
SOLVING UNIVERSITY COURSE TIMETABLING PROBLEM USING GENETIC ALGORITHM Master Thesis
This is to certify that we have read this thesis and that we find it fully adequate in scope, quality and content, as a thesis for the degree of Master of Science. continously asking me " how is the thesis going? " , because she encouraged me to persevere without knowing it. Also I would like to thank to my best friend, my colleague, my dear husband Tarkan Aydın for his understanding, patience,...
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We present here a metaheuristic approach to the university course timetabling problem using a memetic algorithm with a very effective local search. The algorithm was tested on the International Timetabling Competition benchmark instances. Results are encouraging and show that evolutionary computation with the help of local search can compete with succesful algorithms on the problem.
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Course Timetabling is a complex problem, happening at the beginning of every semester at universities. In this problem, one of the most important issues is variety of constraints, which results in different ways of timetabling in different universities. Comparing to exact methods which take lots of time to solve UCTP, metaheuristic methods produce a feasible solution within reasonable computati...
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Course timetabling problems are real world constraint optimization problems that are often coped with in educational institutions, such as universities or high schools. In this paper, we present a variety of new operators that can be also applied in evolutionary algorithms for other timetabling problems, such as, exam timetabling. Operators include violation directed mutations, crossovers, and ...
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ژورنال
عنوان ژورنال: IOP Conference Series: Materials Science and Engineering
سال: 2018
ISSN: 1757-899X
DOI: 10.1088/1757-899x/407/1/012012