DocumentCode
3478746
Title
A Hybrid Approach for Course Scheduling Inspired by Die-hard Co-operative Ant Behavior
Author
Ejaz, Naveed ; Javed, Muhammad Younus
Author_Institution
Nat. Univ. of Sci. & Technol., Rawalpindi
fYear
2007
fDate
18-21 Aug. 2007
Firstpage
3095
Lastpage
3100
Abstract
In this paper, a hybrid approach towards University Course Scheduling has been presented. This approach is inspired by the mutual-aid and persistent/die-hard behavior of ants exhibited when faced with difficult scenario while collecting food. In first stage, ant functions construct a feasible solution with mutual help of each other without keeping in view the quality of the solution. In second stage, optimizer ant functions improve quality of the solution obtained in first stage. This approach is derived from persistent ant behavior where they coordinate and work resolutely on food/victim irrespective how difficult to carry it may be. A benefit of this approach is that many different heuristics and techniques may be used in the framework The approach has shown promising results when compared to existing approaches in literature.
Keywords
educational administrative data processing; optimisation; scheduling; die-hard cooperative ant behavior; hybrid approach; university course scheduling; Automation; Educational institutions; Food technology; Genetic algorithms; Heuristic algorithms; Logistics; Mechanical engineering; NP-complete problem; Processor scheduling; Simulated annealing; Ant Algorithm; Heuristics; Timetabling;
fLanguage
English
Publisher
ieee
Conference_Titel
Automation and Logistics, 2007 IEEE International Conference on
Conference_Location
Jinan
Print_ISBN
978-1-4244-1531-1
Type
conf
DOI
10.1109/ICAL.2007.4339114
Filename
4339114
Link To Document