Akademik Veri Yönetim Sistemi
IEEE 13th Signal Processing and Communications Applications Conference, SIU 2005, Kayseri, Türkiye, 16 - 18 Mayıs 2005, cilt.2005, ss.540-543
In this paper, routing optimization techniques for communication networks are discussed. Preventing data loss on overloaded communication links and utilizing link bandwidths efficiently are the main problems of routing techniques. Load balancing and routing problems are solved using genetic algorithms, and simulation techniques. These algorithms work on destination or flow based routing techniques and mainly change the link weight system or try to select the best routes set upon k-routes routing table respectively to optimize network utilization. In this paper, we will first define the network routing optimization problem, then talk about the heuristics and finally make an analysis on the simulation results of these heuristics. This paper includes a discussion about the performance of centralized network load balancing techniques for both destination and flow based routing techniques. The analysis of the performance is made upon the simulations made on sample network models. © 2005 IEEE.