AN EFFICIENT MULTI-PURPOSE OPTIMIZATION METHOD FOR QOS ROUTING USING GENETIC ALGORITHM-Reference-Cited by-同舟云学术

AN EFFICIENT MULTI-PURPOSE OPTIMIZATION METHOD FOR QOS ROUTING USING GENETIC ALGORITHM

Published:2004-12 Issue:04 Volume:05 Page:409-428
ISSN:0219-2659
Container-title:Journal of Interconnection Networks
language:en
Short-container-title:J. Inter. Net.

Author:

KOYAMA AKIO¹,BAROLLI LEONARD²,CAPI GENCI³,APDUHAN BERNADY O.⁴,ARAI JUNPEI⁵,DURRESI ARJAN⁶

Affiliation:

1. Department of Informatics, Yamagata University, 4-3-16 Jonan, Yonezawa, Yamagata 992-8510, Japan

2. Department of Information and Communication Engineering, Fukuoka Institute of Technology (FIT), 3-30-1 Wajiro-Higashi, Higashi-ku, Fukuoka 811- 0295, Japan

3. Department of System Management, Fukuoka Institute of Technology (FIT), 3-30-1 Wajiro-Higashi, Higashi-ku, Fukuoka 811-0295, Japan

4. Department of Intelligent Informatics, Kyushu Sangyo University, 2-3-1 Matsukadai, Higashi-ku Fukuoka 813-8503, Japan

5. Department of Information and Control Engineering, Yamagata College of Industry and Technology, 1-2-2 Matsuei, Yamagata 990-2473, Japan

6. Department of Computer Science, Louisiana State University, Baton Rouge, LA 70803, USA

Abstract

In order to support multimedia communication, it is necessary to develop routing algorithms that make decisions based on multiple Quality of Service (QoS) parameters. This is because new services such as video on demand and remote meeting systems have multiple QoS requirements. However, the problem of QoS routing is difficult because finding a feasible route with two independent path constraints is NP-complete problem. Also, QoS routing algorithms for broadband networks must be adaptive, flexible, and intelligent for efficient network management. In this paper, we propose a multi-purpose optimization method for QoS routing based on Genetic Algorithm (GA). The simulation results show that the proposed method has a good performance and therefore is a promising method for QoS routing.

Publisher

World Scientific Pub Co Pte Lt

Subject

Computer Networks and Communications

Link

https://www.worldscientific.com/doi/pdf/10.1142/S0219265904001246

Reference10 articles.

1. Routing in multihop packet switching networks: Gb/s challenge

2. An intelligent routing and CAC framework for large-scale networks based on cooperative agents

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