Title :
Genetic Algorithm for Optimizing Network Load Balance in MPLS Network
Author :
Jain, Abhishek ; Chaudhari, N.S.
Author_Institution :
Dept. of Comput. Sci. & Eng., IIT Indore, Indore, India
Abstract :
This paper presents a flexible genetic algorithm (FGA) for optimizing network load balance in MPLS network. Along with FGA, minimum cost path constraint is also considered. Multiconstraints optimal Network load balancing is an NP-hard problem and it is an important part of traffic engineering. Thus, in this research we investigate how a genetic algorithm can be employed to solve the network load balancing problem. Minimum cost routing with load balancing method based on proposed genetic algorithm can be applied in internet for dynamic routing.
Keywords :
genetic algorithms; multiprotocol label switching; telecommunication network routing; telecommunication traffic; FGA; Internet; NP-hard problem; dynamic routing; flexible genetic algorithm; minimum cost path constraint; minimum cost routing; multiconstraint optimal network; multiprotocol label switching; network load balancing; traffic engineering; Algorithm design and analysis; Biological cells; Genetic algorithms; Multiprotocol label switching; Optimization; Sociology; Statistics; Genetic Algorithm; MPLS Networks; Network load balancing;
Conference_Titel :
Computational Intelligence and Communication Networks (CICN), 2012 Fourth International Conference on
Conference_Location :
Mathura
Print_ISBN :
978-1-4673-2981-1
DOI :
10.1109/CICN.2012.119
