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