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Optimal placement of antennae using metaheuristics

Published: 20 August 2006 Publication History

Abstract

In this article we solve the radio network design problem (RND). This NP-hard combinatorial problem consist of determining a set of locations for placing radio antennae in a geographical area in order to offer high radio coverage using the smallest number of antennae. This problem is originally found in mobile telecommunications (such as mobile telephony), and is also relevant in the rising area of sensor networks. In this work we propose an evolutionary algorithm called CHC as the state of the art technique for solving RND problems and determine its expected performance for different instances of the RND problem.

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Maple, C., Guo, L., Zhang, J.: Parallel genetic algorithms for third generation mobile network planning. In: Proceedings of the International Conference on Parallel Computing in Electrical Engineering (PARELEC04). (2004) 229-236.
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Cited By

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  • (2016)On the efficiency of the binary flower pollination algorithmApplied Soft Computing10.1016/j.asoc.2016.05.05147:C(395-414)Online publication date: 1-Oct-2016
  • (2007)Optimal antenna placement using a new multi-objective chc algorithmProceedings of the 9th annual conference on Genetic and evolutionary computation10.1145/1276958.1277128(876-883)Online publication date: 7-Jul-2007

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Published In

cover image Guide Proceedings
NMA'06: Proceedings of the 6th international conference on Numerical methods and applications
August 2006
727 pages
ISBN:9783540709404
  • Editors:
  • Todor Boyanov,
  • Stefka Dimova,
  • Geno Nikolov,
  • Krassimir Georgiev

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Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 20 August 2006

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Cited By

View all
  • (2016)On the efficiency of the binary flower pollination algorithmApplied Soft Computing10.1016/j.asoc.2016.05.05147:C(395-414)Online publication date: 1-Oct-2016
  • (2007)Optimal antenna placement using a new multi-objective chc algorithmProceedings of the 9th annual conference on Genetic and evolutionary computation10.1145/1276958.1277128(876-883)Online publication date: 7-Jul-2007

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