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Channel assignment in cellular communication using a great deluge hyper-heuristic

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2 Author(s)
G. Kendall ; Sch. of Comput. Sci. & IT, Nottingham Univ., UK ; M. Mohamad

This paper proposes a methodology for the channel assignment problem in the cellular communication industry. The problem considers the assignment of a limited channel bandwidth to satisfy a growing channel demand without violating electromagnetic interference constraints. The initial solution is generated using a random constructive heuristic. This solution is then improved by using a hyper-heuristic technique based on the great deluge algorithm. Our experimental results, on benchmarks data sets, gives promising results.

Published in:

Networks, 2004. (ICON 2004). Proceedings. 12th IEEE International Conference on  (Volume:2 )

Date of Conference:

16-19 Nov. 2004