Authors
Sina Abdipoor, Razali Yaakob, Say Leng Goh, Salwani Abdullah
Publication date
2023/9/1
Source
Intelligent Systems with Applications
Volume
19
Pages
200253
Publisher
Elsevier
Description
Course timetabling is an ongoing challenge that universities face all around the world. This combinatorial optimization task involves allocating a set of events into finite time slots and rooms while attempting to satisfy a set of predefined constraints. Given the high number of constraints and the large solution space to be explored, the University Course Timetabling Problem (UCTP) is classified as an NP-hard problem. Meta-heuristic approaches have been commonly applied to this problem in the literature and have achieved high performance on benchmark datasets. This survey paper provides a comprehensive and systematic review of these approaches in the UCTP. It reviews, summarizes, and categorizes the approaches, and introduces a classification for hybrid meta-heuristic methods. Furthermore, it critically analyzes the benefits and limitations of the methods. It also presents challenges, gaps, and possible …
Total citations
2023202435
Scholar articles
S Abdipoor, R Yaakob, SL Goh, S Abdullah - Intelligent Systems with Applications, 2023