Title :
Algorithm of QoS multicast routing based on genetic simulated annealing algorithm
Author :
Liu, Jinming ; Liu, Guiyang
Author_Institution :
Coll. of Inf. Technol., Heilongjiang Bayi Agric. Univ., Daqing, China
Abstract :
An approach based on genetic simulated annealing algorithm is proposed, which is used to solve bandwidth, delay, delay variation constraints minimum- cost multicast routing problem. In the algorithm, aiming at the limitation of genetic algorithm, integral sequence encoding method based on the preparative routes set is adopted, and the fitness function is adjusted. The cross-over and mutation method is improved, and simulated annealing algorithm is combined with. The results of simulation show that this approach can improve the speed of convergence and avoid premature convergence. It can meet the corresponding needs of QoS in multi-media communication networks.
Keywords :
genetic algorithms; multicast communication; multimedia communication; quality of service; simulated annealing; telecommunication network routing; QoS multicast routing; bandwidth problem; delay variation problem; genetic simulated annealing algorithm; integral sequence encoding method; minimum cost problem; multicast routing problem; multimedia communication network; Delay; Erbium; Genetic simulated annealing algorithm; Multicast routing; QoS;
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
DOI :
10.1109/ICCASM.2010.5619175