DocumentCode :
476059
Title :
QOS multicast routing algorithm with multiple constraints based on GA
Author :
Hou, Hui-Fang ; Li, Fei ; Wang, Hong-yong
Author_Institution :
Sch. of Inf. Sci. & Technol., Henan Univ. of Technol., Zhengzhou
Volume :
3
fYear :
2008
fDate :
12-15 July 2008
Firstpage :
1374
Lastpage :
1378
Abstract :
This paper proposes an algorithm for QoS multicast routing with multiple constraints using genetic algorithm. It considers multiple QoS parameters such as delay, bandwidth, jitter and losing rate. The algorithm utilizes the tree-coding to save the encoding space and cut down the decoding operation, designs the improved crossover and the mutation operations based on the tree-coding. The experiment results show that the proposed algorithm can solve quickly one multicast tree satisfied multiple QoS constraints, furthermore the globe convergence speed cannot be slowed down with the increase of network scale.
Keywords :
genetic algorithms; multicast communication; quality of service; telecommunication network routing; tree codes; QOS multicast routing; genetic algorithm; multiple QoS constraints; tree-coding; Algorithm design and analysis; Bandwidth; Decoding; Delay; Encoding; Genetic algorithms; Genetic mutations; Jitter; Multicast algorithms; Routing; Genetic Algorithm; Multicast Routing; Multiple constraints; QoS;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
Type :
conf
DOI :
10.1109/ICMLC.2008.4620619
Filename :
4620619
Link To Document :
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