Design of
Virtual Local Area Network Scheme Based on Genetic Optimization and Visual
Analysis 2St.Petersburg
National Research University of Information Technologies, Mechanics and Optics 49, Kronverkskiy prospekt, St.Petersburg, Russia Abstract The paper
considers an approach to genetic optimization of Virtual Local Area Network
(VLAN) scheme using the developed software — VLAN scheme design tool. Authors
suggest a formal statement of the problem of VLAN scheme optimization, which
solution can improve the reliability and security of operation of corporate
computer networks. The paper shows that the problem considered is related to
one of the forms of Boolean Matrix Factorization. A number of improvements
were implemented in the proposed genetic algorithm, concerning the formation
of initial population, kind of fitness function, coding chromosomes, and
operation of crossing and mutation. The VLAN scheme design tool allows to solve the problem by genetic optimization, forms a
visual representation of the progress of solving the problem and provides an
estimation of the genetic algorithm. Experimental results show the proposed
genetic algorithm has high effectiveness. Keywords: VLAN,
VLAN design, Boolean Matrix Factorization, genetic algorithms, +: Corresponding author: Igor Kotenko Tel: +7(812)
328-71-81, Web: http://www.comsec.spb.ru/ Journal of
Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications (JoWUA), Vol. 5, No. 4, pp.
86-102, December 2014 [pdf] |
|