DocumentCode
565976
Title
Study on QoS routing algorithm of CPS heterogeneous network based on ant colony algorithm and genetic algorithm
Author
Ma, Bin ; Ren, Jingya ; Qiu, Haibin ; Wang, Changtao ; Han, Zhonghua
Author_Institution
Shenyang Jianzhu University, China 110168
fYear
2012
fDate
24-26 June 2012
Firstpage
266
Lastpage
271
Abstract
CPS is the development trend of the next network. Because of heterogeneity of CPS network, it has become a serious problem to guarantee the network´s quality of service (QoS). Genetic algorithm and ant colony algorithm are effective methods to solve the routing problem. Genetic algorithm has the ability of global search, however, it doesn´t utilize the feedback information of the system, which results in low solution rate; Ant colony algorithm is capable of global convergence, but it is lack of initial pheromones leading to slow algorithm. This paper combines the two algorithms to solve CPS network routing problems and it is turned out to be valid through simulation.
Keywords
CPS; QoS; ant colony algorithm; genetic algorithm; heterogeneous network;
fLanguage
English
Publisher
ieee
Conference_Titel
Modelling, Identification & Control (ICMIC), 2012 Proceedings of International Conference on
Conference_Location
Wuhan, Hubei, China
Print_ISBN
978-1-4673-1524-1
Type
conf
Filename
6260154
Link To Document