An evolutionary computation approach for designing mobile ad hoc networks

Authors:
D. Gutiérrez-Reina;S. L. Toral Marín;P. Johnson;F. Barrero
Affiliations:
University of Seville, Escuela Superior de Ingenieros, Avda. Camino de los Descubrimientos, s/n, 41092 Sevilla, Spain;University of Seville, Escuela Superior de Ingenieros, Avda. Camino de los Descubrimientos, s/n, 41092 Sevilla, Spain;Liverpool John Moores University, Liverpool, UK;University of Seville, Escuela Superior de Ingenieros, Avda. Camino de los Descubrimientos, s/n, 41092 Sevilla, Spain
Venue:
Expert Systems with Applications: An International Journal
Year:
2012

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Abstract

This paper presents the topological design of ad hoc networks in terms of distances among static nodes and speeds of mobiles nodes. Due to the complexity of the problem and the number of parameters to be considered, a genetic algorithm combined with the simulation environment NS-2 is proposed to find the optimum solution. More specifically, NS-2 provides the fitness function guiding the genetic search. The proposed framework has been tested using a railway scenario in which several static and mobile nodes are interacting. Results show the feasibility of the proposed framework and illustrate the possibility of genetic approach for solving similar application scenarios.