An evolutionary computation approach for designing mobile ad hoc networks

作者：Gutierrez Reina D; Toral Marin S L; Johnson P; Barrero F

来源：Expert Systems with Applications, 2012, 39(8): 6838-6845.

DOI：10.1016/j.eswa.2012.01.012

• Mobile ad hoc networks (MANETs)
• Vehicular ad hoc networks (VANETs)
• Genetic algorithm
• NS-2

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.

• 出版日期2012-6-15