Multiconstrained QoS multicast routing based on genetic algorithms

被引:0
|
作者
Li, ML [1 ]
Zeng, JC [1 ]
机构
[1] N Univ China, Dept Comp Sci & Technol, Taiyuan 030051, Peoples R China
关键词
multicast routing; QoS; routing optimization; genetic algorithm; multiconstrained Steiner tree;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In computer networks, multicasting is becoming increasing important. A fundamental issue in multicast communication is how to determine an efficient message route(multicast routing). The multicast routing problem in computer networks is also known as the famous Steiner tree problem which has been shown to be NP-complete. Presently many researchers had studied the single constrained multicast problem, especially the delay constrained multicast problem, but the multiple constrained multicast problem has been such less studied. This paper proposed a novel multiple-constraint multicast routing optimization algorithm based on Genetic Algorithms, it can find the least-cost multicasting tree with the bandwidth. delay, delay jitter and packet loss-constrained, and describes a network model for researching the routing problem. Finally simulations have verified that this algorithm has simple operation, fast convergence speed, high reliability, stronger practicality and robustness.
引用
收藏
页码:165 / 172
页数:8
相关论文
共 50 条
  • [21] Multiconstrained QoS Multicast Routing for Wireless Mesh Network Using Discrete Particle Swarm Optimization
    Murugeswari, R.
    Devaraj, D.
    ARTIFICIAL INTELLIGENCE AND EVOLUTIONARY COMPUTATIONS IN ENGINEERING SYSTEMS, ICAIECES 2016, 2017, 517 : 847 - 859
  • [22] A learnable genetic algorithm for QoS multicast routing
    Feng, XJ
    Liu, F
    2002 6TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS I AND II, 2002, : 73 - 76
  • [23] A fuzzy genetic algorithm for QoS multicast routing
    Chen, P
    Dong, TL
    COMPUTER COMMUNICATIONS, 2003, 26 (06) : 506 - 512
  • [24] An improved genetic algorithm for QOS multicast routing
    Fan Yiming
    Yu Jianjun
    Fang Zhimin
    PROCEEDINGS OF 2007 INTERNATIONAL WORKSHOP ON SIGNAL DESIGN AND ITS APPLICATIONS IN COMMUNICATIONS, 2007, : 133 - +
  • [25] A Method for QoS Multicast Routing Based on Genetic Simulated Annealing Algorithm
    Peng, Bo
    Li, Lei
    INTERNATIONAL JOURNAL OF FUTURE GENERATION COMMUNICATION AND NETWORKING, 2012, 5 (01): : 43 - 60
  • [26] Selection of QoS multicast routing based on chaotic sequence genetic algorithm
    Yue, Chengjun
    Jing, Yuanwei
    Dongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Southeast University (Natural Science Edition), 2006, 36 (SUPPL.): : 160 - 163
  • [27] Overview of multicast routing based on QoS
    Chen, Lin
    Xu, Zhengquan
    Jisuanji Gongcheng/Computer Engineering, 2005, 31 (14): : 116 - 118
  • [28] A QoS Multicast Routing Algorithm Based on Genetic Algorithm of Game Selection
    Chen Niansheng
    Li Zhi
    Ke Zongwu
    Guo Xiaoshan
    PROCEEDINGS OF THE NINTH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS TO BUSINESS, ENGINEERING AND SCIENCE (DCABES 2010), 2010, : 308 - 311
  • [29] QoS multicast routing algorithms for mobile ad hoc networks based on GA
    Yang, Fubao
    Yue, Zeng
    Sun, Baolin
    DCABES 2006 PROCEEDINGS, VOLS 1 AND 2, 2006, : 1372 - 1375
  • [30] QoS Multicast Routing Algorithms Based on Tabu Search with Hybrid Candidate List
    Armaghan, Mahsa
    Haghighat, Abolfazl T.
    FUTURE GENERATION INFORMATION TECHNOLOGY, PROCEEDINGS, 2009, 5899 : 285 - 294