Title :
A Novel Genetic Algorithm for Multicast Routing Problem on the QoS Constrain
Author :
Chen, Rung-Ching ; Liao, Chuen-Chieh ; Pan, Bernard Ren-Hao ; Tseng, Lin-yu
Author_Institution :
Chaoyang Univ. of Technol., Taipei
Abstract :
New technologies are continuously being applied to high-speed networks such as distribution systems, on-line video-services, and some other applications. These services must ensure stable QoS (quality of service) and provide acceptable link costs, time delay, bandwidth and pack loss constraints, essentially a multicast routing problem. Computing such multicast routing problems is an NP-complete problem. In this paper, we propose a genetic algorithm using fuzzy selection (GFS) to address the problem of QoS under delay constraints. The GFS algorithm finds a multicast tree with minimum cost under delay constraints..
Keywords :
bandwidth allocation; fuzzy set theory; genetic algorithms; multicast communication; quality of service; telecommunication network routing; NP-complete problem; QoS constraint; bandwidth constraints; fuzzy selection; genetic algorithm; high-speed networks; link costs; multicast routing problem; pack loss constraints; quality of service; time delay; Biological cells; Chaos; Costs; Encoding; Genetic algorithms; High-speed networks; NP-complete problem; Neural networks; Quality of service; Routing;
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
DOI :
10.1109/ICSMC.2006.385014