Title
A review of hyper-heuristics for educational timetabling
Abstract
Educational timetabling problems, namely, university examination timetabling, university course timetabling and school timetabling, are combinatorial optimization problems requiring the allocation of resources so as to satisfy a specified set of constraints. Hyper-heuristics have been successfully applied to a variety of combinatorial optimization problems. This is a rapidly growing field which aims at providing generalized solutions to combinatorial optimization problems by exploring a heuristic space instead of a solution space. From the research conducted thus far it is evident that hyper-heuristics are effective at solving educational timetabling problems and have the potential of advancing this field by providing a generalized solution to educational timetabling as a whole. Given this, the paper provides an overview and critical analysis of hyper-heuristics for educational timetabling and proposes future research directions, focusing on using hyper-heuristics to provide a generalized solution to educational timetabling.
Year
DOI
Venue
2016
10.1007/s10479-014-1688-1
Annals of Operations Research
Keywords
Field
DocType
Hyper-heuristics,Educational timetabling,University examination timetabling,University course timetabling,School timetabling
Mathematical optimization,Heuristic,Combinatorial optimization problem,Operations research,Heuristics,Resource allocation,Mathematics
Journal
Volume
Issue
ISSN
239
1
0254-5330
Citations 
PageRank 
References 
15
0.55
51
Authors
1
Name
Order
Citations
PageRank
Nelishia Pillay123733.72