Invigilation timetabling system using genetic algorithm (GA) / Shahirah Mohamed Hatim

Shahirah, Mohamed Hatim (2011) Invigilation timetabling system using genetic algorithm (GA) / Shahirah Mohamed Hatim. Degree thesis, Universiti Teknologi MARA Cawangan Perak.

Abstract

Timetabling problem is said to be a common problem that occurred in any educational institutions. It is usually being solved manually or with the help of simple system. This problem also can be solved using a proper techniques or solutions to organize job or task in a good manner. In assigning the lecturers to invigilate the rooms, conflicts may occur. This prototype system is developed for the purpose of assigning lecturers to examination rooms during the final examination. This system is developed for the invigilators and with the objective of constructing an invigilation timetable using Genetic Algorithm. This system uses four steps of Genetic Algorithm technique which are initialization, evaluation, crossover and mutation to produce the new timetable. As a result, the system can generate a simple timetable records but with a limitation where it cannot display the name of the records. It is a hope that this system can contribute for further generation of a complete timetable.

Metadata

Item Type: Thesis (Degree)
Creators:
CreatorsEmail / ID. Num
Shahirah, Mohamed Hatim2009844418
Contributors:
ContributionNameID Num. / Email
Thesis advisorItaza Afiani, MohtarUNSPECIFIED
Subjects: Q Science > Q Science (General) > Back propagation (Artificial intelligence)
Q Science > QA Mathematics > Evolutionary programming (Computer science). Genetic algorithms
Q Science > QA Mathematics > Philosophy > Mathematical logic > Constructive mathematics > Algorithms
Divisions: Universiti Teknologi MARA, Perak > Tapah Campus > Faculty of Computer and Mathematical Sciences
Item ID: 34252
Uncontrolled Keywords: invigilation timetabling system, genetic algorithm, artificial intelligence
URI: http://ir.uitm.edu.my/id/eprint/34252

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