Routing in mobile networks is a multiobjective
optimization problem. The problem needs to consider multiple
objectives simultaneously such as Quality of Service
parameters, delay and cost. This paper uses the NSGA-II
multiobjectve genetic algorithm to solve the dynamic shortest
path routing problem in mobile networks and proposes a
framework for real-time software implementation.
Simulations confirm a good quality of solution (route
optimality) and a high rate of convergence.
%0 Journal Article
%1 subarnobanerjee2013framework
%A Subarno Banerjee, Rajarshi Poddar
%A Thakurta, PK Guha
%D 2013
%E Das, Dr. Vinu V
%J ACEEE International Journal of Network Security
%K genetic_algorithms mobile_networks
%N 1
%P 5
%T A Real Time Framework of Multiobjective
Genetic Algorithm for Routing in Mobile Networks
%U http://searchdl.org/public/journals/2013/IJNS/4/1/1156.pdf
%V 4
%X Routing in mobile networks is a multiobjective
optimization problem. The problem needs to consider multiple
objectives simultaneously such as Quality of Service
parameters, delay and cost. This paper uses the NSGA-II
multiobjectve genetic algorithm to solve the dynamic shortest
path routing problem in mobile networks and proposes a
framework for real-time software implementation.
Simulations confirm a good quality of solution (route
optimality) and a high rate of convergence.
@article{subarnobanerjee2013framework,
abstract = {Routing in mobile networks is a multiobjective
optimization problem. The problem needs to consider multiple
objectives simultaneously such as Quality of Service
parameters, delay and cost. This paper uses the NSGA-II
multiobjectve genetic algorithm to solve the dynamic shortest
path routing problem in mobile networks and proposes a
framework for real-time software implementation.
Simulations confirm a good quality of solution (route
optimality) and a high rate of convergence.},
added-at = {2014-01-16T09:40:09.000+0100},
author = {Subarno Banerjee, Rajarshi Poddar and Thakurta, PK Guha},
biburl = {https://www.bibsonomy.org/bibtex/22c1528cffdbff7d805a6bd7380f8f136/ideseditor},
editor = {Das, Dr. Vinu V},
interhash = {b2ef783657f7558036bf9760f8f8a4b3},
intrahash = {2c1528cffdbff7d805a6bd7380f8f136},
journal = {ACEEE International Journal of Network Security},
keywords = {genetic_algorithms mobile_networks},
month = {july},
number = 1,
pages = 5,
timestamp = {2014-01-16T09:40:09.000+0100},
title = {A Real Time Framework of Multiobjective
Genetic Algorithm for Routing in Mobile Networks},
url = {http://searchdl.org/public/journals/2013/IJNS/4/1/1156.pdf},
volume = 4,
year = 2013
}