DocumentCode
2381256
Title
A permutation based technique for channel assignment problem
Author
Suliman, SaifulIzwan ; Kendall, Graham ; Musirin, Ismail ; Wati, Yuslinda
Author_Institution
Automated Scheduling, Optimisation & Planning Res. Group, Univ. of Nottingham, Nottingham, UK
fYear
2010
fDate
13-14 Dec. 2010
Firstpage
67
Lastpage
71
Abstract
Channel assignment problem is an example of NP-complete problem in which the complexity and level of difficulty depends on the input parameters of a particular condition. Therefore, a good technique with an efficient optimization approach will produce a good assignment if not optimum. This paper proposes the use of permutation technique adopted from evolutionary strategy in producing various number of cell orders for channel assignment task. Subject to three different constraints, the objective is to find the minimum number of channels used in order to satisfy various numbers of demands from each cell. The proposed algorithm was tested on standard benchmark problems and the results obtained show the effectiveness of a simple yet efficient algorithm with the help of an improved shift mutation technique that are normally applied in evolutionary strategy.
Keywords
channel allocation; computational complexity; evolutionary computation; NP-complete problem; channel assignment problem; evolutionary strategy; improved shift mutation technique; optimization approach; permutation based technique; channel assignment; permutation technique; wireless communication;
fLanguage
English
Publisher
ieee
Conference_Titel
Research and Development (SCOReD), 2010 IEEE Student Conference on
Conference_Location
Putrajaya
Print_ISBN
978-1-4244-8647-2
Type
conf
DOI
10.1109/SCORED.2010.5703973
Filename
5703973
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