Authors : A. Karmel
Abstract: This study presents the requirement of an efficient optimization algorithm based on particle swarm optimization named with the target of optimizing (minimal in this case) the energy consumption when routing data packets form source to destination in mobile ad hoc network. The particle swarm optimization algorithm computes the particles position and velocity and minimizes the energy consumption. Particle swarm optimization algorithm formulates the fitness function purely based on the energy factor. The stopping criterion for the optimization run is computed based on the residual energy of the mobile node in the network. Energy consumption is one of the important metric to be considered when maximizing life time of the network.
A. Karmel , 2017. Review of Particle Swarm Optimization for Energy Management in Mobile Ad Hoc Networks. Journal of Engineering and Applied Sciences, 12: 6042-6044.