DocumentCode
2222053
Title
On anycast routing based on parallel evolutionary algorithm
Author
Li, Kangshun ; Deng, Xiaoyang ; Zhou, Xinyu ; Li, Wei
Author_Institution
College of Mathematics and Information, South China Agricultural University, Guangzhou 510642, P.R. China
fYear
2015
fDate
25-28 May 2015
Firstpage
1691
Lastpage
1695
Abstract
Anycast is a new communication service for the transmission of data from a source node to (any) one member in a group of designated recipients in a network. Using anycast services may considerably simplify some applications. In this paper, an anycast routing algorithm based on parallel evolutionary algorithm (ARBPEA) is proposed. According to the formulation of anycast routing problem, the initial population is divided into several sub-populations in accordance with the size of anycast group, and a migration strategy for transferring the elitist routes among sub-populations is presented to obtain the optimum route. In the meanwhile, better penalty functions of QoS constraints are introduced to evaluate a route´s satisfaction degree of clients´ QoS requirements. At last, Simulation results show that our algorithm can achieve better performance on the delay and bandwidth.
Keywords
Bandwidth; Delays; Quality of service; Routing; Servers; QoS; anycast; evolutionary algorithm; migration strategies;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation (CEC), 2015 IEEE Congress on
Conference_Location
Sendai, Japan
Type
conf
DOI
10.1109/CEC.2015.7257090
Filename
7257090
Link To Document