Title :
An Efficient Ant Colony Optimization Algorithm for QoS Anycast Routing
Author :
Li, Taoshen ; Xiao, Meng ; Chen, Songqiao ; Ge, Zhihui
Author_Institution :
Sch. of Comput., Guangxi Univ., Manning
Abstract :
Anycast communication is a new Internet service defined in IPv6, and it can make a host communication with the one "nearest" member in a group of servers. The anycast routing problem with multiple QoS constrained is known to be NP-complete problem and we can\´t get satisfying results when using the precise method in polynomial time. In this paper, an improved ant colony optimization algorithm for QoS anycast routing is proposed. In order to search a reasonable anycast routing path, a felicitous estimate method of the optimization path is designed and the load balance is considered. By adjusting the pheromone in the iteration-best path and re-initializing the algorithm, this algorithm can efficiently avoid falling into local optimal path and enlarge global searching. The experimental results show that this algorithm can effectively find the global-best solution that satisfied the QoS constraint and balance the load of networks, and has better performance and efficiency.
Keywords :
Internet; computational complexity; optimisation; quality of service; resource allocation; search problems; telecommunication network routing; IPv6; Internet service; NP-complete problem; QoS anycast routing; ant colony optimization; anycast communication; global searching; iteration-best path; load balance; local optimal path; polynomial time; Ant colony optimization; Bandwidth; Costs; Delay; Design optimization; Polynomials; Quality of service; Routing; Web and internet services; Web server; Ant colony optimization; QoS; anycast; load balance; network routing;
Conference_Titel :
Young Computer Scientists, 2008. ICYCS 2008. The 9th International Conference for
Conference_Location :
Hunan
Print_ISBN :
978-0-7695-3398-8
Electronic_ISBN :
978-0-7695-3398-8
DOI :
10.1109/ICYCS.2008.286