Title :
Iterative optimization techniques based on man-machine interaction for timetabling problems
Author :
Shimazaki, Shunsuke ; Sakakibara, Kunio ; Matsumoto, Tad
Author_Institution :
Grad. Sch. of Eng., Toyama Prefectural Univ., Toyama, Japan
Abstract :
We focus on a timetabling problem of university makeup classes and construct a scheduling system based on man-machine interaction which enables to reveal the essential and additional information of the problem domain. In this problem, makeup classes which are requested by the lecturers have to be scheduled to a specified time slot under the hard / soft constraints, e.g., schedules of the lecturers and the students. A constraint based scheduling model is newly introduced and several parameters of the model are settled through the repetition of the solution evaluation by the operators. Through the numerical experiment with the actual data, the potential of the proposed approach is examined.
Keywords :
constraint handling; educational administrative data processing; human computer interaction; iterative methods; optimisation; scheduling; constraint based scheduling model; hard/soft constraint; iterative optimization technique; man-machine interaction; scheduling system; timetabling problem; university makeup classes; Computational modeling; Computers; Educational institutions; Linear programming; Mathematical model; Mathematical programming; University course timetabling problem; integer programming; man-machine interaction;
Conference_Titel :
Computational Intelligence and Applications (IWCIA), 2014 IEEE 7th International Workshop on
Conference_Location :
Hiroshima
Print_ISBN :
978-1-4799-4771-3
DOI :
10.1109/IWCIA.2014.6988090