Title :
A GA-based multi-purpose optimization algorithm for QoS routing
Author :
Koyama, Akio ; Barolli, Leonard ; Matsumoto, Kazunori ; Apduhan, Bernady O.
Author_Institution :
Dept. of Informatics, Yamagata Univ., Japan
Abstract :
The routing algorithms for multimedia communication should use for routing more than one QoS parameter. This is because new services such as video on demand and remote meeting systems require better QoS. However, the problem of QoS routing is difficult and to find a feasible route with two independent path constraints is NP-complete. Also, QoS routing algorithms for broadband networks must be adaptive, flexible, and intelligent for efficient network management. In this paper, we propose a multipurpose optimization method for QoS routing based on genetic algorithm (GA). The simulation results show that proposed method has a good performance and is a promising method for QoS routing.
Keywords :
broadband networks; genetic algorithms; multimedia communication; quality of service; telecommunication network routing; NP-complete; QoS routing; broadband networks; genetic algorithm; multimedia communication; multipurpose optimization; network management; path constraints; routing algorithms; Broadband communication; Delay; Genetic algorithms; Informatics; Intelligent networks; Multimedia communication; Quality of service; Routing; Scalability; Video on demand;
Conference_Titel :
Advanced Information Networking and Applications, 2004. AINA 2004. 18th International Conference on
Print_ISBN :
0-7695-2051-0
DOI :
10.1109/AINA.2004.1283882
