Genetic algorithms in wireless networking: techniques, applications, and issues

U Mehboob, J Qadir, S Ali, A Vasilakos - Soft Computing, 2016 - Springer
… in wireless networks. In this paper, we provide a comprehensive survey of the applications of
GAs in wireless networks. … survey of GA techniques in wireless networks. We also point out …

Genetic algorithm application in optimization of wireless sensor networks

A Norouzi, AH Zaim - The Scientific World Journal, 2014 - Wiley Online Library
… The distribution is usually used for detailed study on and simulation of wireless networks. …
the present study uses genetic algorithm for optimization and customization of the networks [7]. …

Genetic algorithm based neural network approaches for predicting churn in cellular wireless network services

PC Pendharkar - Expert Systems with Applications, 2009 - Elsevier
… to their network size, we compare different size neural network … We compare our genetic
algorithm based neural network … the two genetic algorithm based neural networks used in our …

A review over genetic algorithm and application of wireless network systems

B Shahi, S Dahal, A Mishra, SBV Kumar… - Procedia Computer …, 2016 - Elsevier
… : Genetic Algorithm. This paper reviewedthe use of Genetic Algorithms (GAs) to solve
certain limitation of wireless sensor networNs. It further presents major application areas of …

MOONGA: multi-objective optimization of wireless network approach based on genetic algorithm

SE Bouzid, Y Seresstou, K Raoof, MN Omri… - IEEE …, 2020 - ieeexplore.ieee.org
genetic algorithm and the weighted sum optimization method, which we called MOONGA
(multi-objective wireless network optimization using the genetic algorithm)… the network designer …

Genetic algorithm optimization of wireless communication networks

JM Johnson, Y Rahmat-Samii - IEEE Antennas and …, 1995 - ieeexplore.ieee.org
… Introduction The proliferation of wireless communication networks, particularly low cost … in
network optimization [I]. Specifically, the low cost emphasis in many modem wireless networks

[PDF][PDF] Genetic algorithm for hierarchical wireless sensor networks.

S Hussain, AW Matin, O Islam - J. Networks, 2007 - Citeseer
… A genetic algorithm (GA) is used to create energy efficient clusters for data dissemination in
wireless sensor networks… the network lifetime for different network deployment environments. …

Study on the application of Genetic Algorithms in the optimization of wireless network

W Yan, S Xin-xin, SUN Yan-ming - Procedia Engineering, 2011 - Elsevier
… life cycle of the network. By comparing these three kinds of genetic algorithms, the quantum
genetic algorithm is much better than the other two genetic algorithms in optimizing the …

Wireless sensor network design through genetic algorithm

SM Hosseinirad, SK Basu - Journal of AI and Data Mining, 2014 - jad.shahroodut.ac.ir
In this paper, we study WSN design, as a multi-objective optimization problem using GA
technique. We study the effects of GA parameters including population size, selection and …

Wireless Sensor Network Optimization Using Genetic Algorithm

AB Alnajjar, AM Kadim, RA Jaber… - Journal of Robotics …, 2022 - journal.umy.ac.id
… cluster heads using a genetic algorithm. Where using an optimization algorithm, keeping in
… The genetic algorithm operated well and directed the process towards improving the genes …