A genetic algorithm based routing method using two QoS parameters

被引:0
|
作者
Barolli, L [1 ]
Koyama, A [1 ]
Matsumoto, K [1 ]
Suganuma, T [1 ]
Shiratori, N [1 ]
机构
[1] Saitama Inst Technol, Dept Comp Sci, Okabe, Saitama 3690293, Japan
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to support multimedia communication over high speed networks, it is necessary to develop routing algorithms which 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. Therefore, QoS routing algorithms for high speed network must be adaptive, flexible, and intelligent for efficient network management. In this paper we propose a QoS routing method based on Genetic Algorithm (GA). The proposed method uses two QoS parameters for routing. The simulation results show that proposed method has a better performance than a routing algorithm with only one QoS parameter and a conventional method.
引用
收藏
页码:7 / 11
页数:5
相关论文
共 50 条
  • [31] A QoS routing algorithm based on ant algorithm
    Zhang, SB
    Liu, ZM
    2001 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-10, CONFERENCE RECORD, 2001, : 1581 - 1585
  • [32] QoS Routing Algorithm for OBS Networks Based on a Multi-Objective Genetic Algorithm
    Cui, Li-Sheng
    Srivastava, Gautam
    IEEE ACCESS, 2022, 10 : 12047 - 12056
  • [33] QoS based allocation and routing algorithm
    Li, Zhongwen
    Xiong, Guangze
    Liu, Jinde
    Dianzi Keji Daxue Xuebao/Journal of University of Electronic Science and Technology of China, 2000, 29 (06): : 625 - 628
  • [34] The Effect of GA Parameters on the Performance of GA-based QoS Routing Algorithm
    Yussof, Salman
    See, Ong Hang
    INTERNATIONAL SYMPOSIUM OF INFORMATION TECHNOLOGY 2008, VOLS 1-4, PROCEEDINGS: COGNITIVE INFORMATICS: BRIDGING NATURAL AND ARTIFICIAL KNOWLEDGE, 2008, : 2569 - 2575
  • [35] A evolutionary algorithm for QoS routing under uncertain parameters
    He, Fanguo
    Qi, Huan
    Fan, Qiong
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND KNOWLEDGE ENGINEERING (ISKE 2007), 2007,
  • [36] A new distributed QoS routing algorithm based on Fano's method
    Deb, SS
    Woodward, ME
    COMPUTER NETWORKS, 2005, 48 (02) : 155 - 174
  • [37] Multi-constraint Qos Unicast Routing Using Genetic Algorithm (MURUGA)
    Leela, R.
    Thanulekshmi, N.
    Selvakumar, S.
    APPLIED SOFT COMPUTING, 2011, 11 (02) : 1753 - 1761
  • [38] Ticket-based QoS routing optimization using genetic algorithm for WSN applications in smart grid
    Uthman Baroudi
    Manaf Bin-Yahya
    Meshaan Alshammari
    Umair Yaqoub
    Journal of Ambient Intelligence and Humanized Computing, 2019, 10 : 1325 - 1338
  • [39] Ticket-based QoS routing optimization using genetic algorithm for WSN applications in smart grid
    Baroudi, Uthman
    Bin-Yahya, Manaf
    Alshammari, Meshaan
    Yaqoub, Umair
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2019, 10 (04) : 1325 - 1338
  • [40] An adaptive QoS-routing algorithm for IP networks using genetic algorithms
    Juidette, H
    Idboufker, N
    Berraissoul, A
    QUALITY OF SERVICE IN MULTISERVICE IP NETWORKS, PROCEEDINGS, 2003, 2601 : 76 - 89