%0 Journal Article %T Tabu search heuristic for university course timetabling problem %A A.R Mushi %J African Journal of Science and Technology %D 2006 %I %X In this study we have addressed the NP-Hard problem of academic course timetabling. This is the problem of assigning resources such as lecturers, rooms and courses to a fixed time period normally a week, while satisfying a number of problem-specific constraints. This paper describes a Tabu Search algorithm that creates timetables by heuristically minimizing penalties over infeasibilities. The algorithm is developed with special focus on the University of Dar-assalaam and compares the results with a previous manually generated timetable. It has been found that, the Tabu Search technique gives better results given a careful selection of parameters. %U http://www.ajol.info/index.php/ajst/article/view/55191