Multiobjective QoS multicast routing with genetic optimization algorithm

被引:0
|
作者
Gui Chao [1 ]
Sun BaoLin [1 ]
Wang Hong [1 ]
机构
[1] Hubei Univ Econ, Coll Comp Sci & Technol, Wuhan 430205, Hubei Province, Peoples R China
关键词
QoS; multicast routing; genetic algorithm; network with uncertain parameters;
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
With the rapid development of Internet, mobile networks and high-performance networking technology, multicast mechanism supports effective group communication and quality of service (QoS) guarantee ensures transmission reliability. This is also a challenging and hard problem for the next generation Internet and high-performance networks. It attracts the interests of many people. This paper describes a network model for researching the QoS multicast routing problem and we propose a new multicast tree selection algorithm based on genetic algorithms to simultaneously optimize multiple QoS parameters. The paper mainly presents an efficient Multiobjective QoS Multicast routing with Genetic optimization Algorithm (MQMGA). Simulation results demonstrate that the algorithm is capable of discovering a set of QoS-based near optimized, non-dominated multicast routes within a few iterations, even for the dynamic networks environment with uncertain parameters. From this set of non-dominated solutions the end user can choose his/her favorite solution depending on his/her hard and soft QoS requirements. MQMGA is an available approach to QoS multicast routing decision.
引用
收藏
页码:207 / 212
页数:6
相关论文
共 50 条
  • [41] A Tree Based Chemical Reaction Optimization Algorithm for QoS Multicast Routing
    Sahoo, Satya Prakash
    Ahmed, Sumaiya
    Patel, Manoj Kumar
    Kabat, Manas Ranjan
    SWARM, EVOLUTIONARY, AND MEMETIC COMPUTING, PT I (SEMCCO 2013), 2013, 8297 : 68 - 77
  • [42] A new QoS multicast routing model and its immune optimization algorithm
    Wang, J. Q.
    Qin, J.
    Kang, L. S.
    UBIQUITOUS INTELLIGENCE AND COMPUTING, PROCEEDINGS, 2006, 4159 : 369 - 378
  • [43] Multiobjective multicast routing algorithm for traffic engineering
    Crichigno, J
    Barán, B
    ICCCN 2004: 13TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS, PROCEEDINGS, 2004, : 301 - 306
  • [44] Multiobjective multicast routing with Ant Colony Optimization
    Pinto, Diego
    Baran, Benjamin
    NETWORK CONTROL AND ENGINEERING FOR QOS, SECURITY AND MOBILITY, V, 2006, 213 : 101 - +
  • [45] Multicast routing optimization algorithm based on genetic algorithm and fuzzy selection
    Li, Chang-Bing
    Cao, Chang-Xiu
    Yu, Yi-Bin
    Xitong Fangzhen Xuebao / Journal of System Simulation, 2007, 19 (21): : 4940 - 4944
  • [46] Solving QoS multicast routing with genetic algorithms
    Tran, HT
    Harris, RJ
    ICICS-PCM 2003, VOLS 1-3, PROCEEDINGS, 2003, : 1944 - 1948
  • [47] QoS driven online multicast routing algorithm
    Manoharan, R
    Thambidurai, P
    Pradhiba, S
    INTELLIGENT INFORMATION TECHNOLOGY, PROCEEDINGS, 2004, 3356 : 87 - 96
  • [48] Differential Evolution Algorithm for QoS Multicast Routing
    Kong Sun
    Chen Zengqiang
    PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCE, 2010, : 5232 - 5237
  • [49] QoS Multicast Routing Based on Firefly Algorithm
    Yuan, Jie
    Tian, Yafei
    Wang, Shan
    Liu, Changnian
    2013 SIXTH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 1, 2013, : 160 - 163
  • [50] QoS multicast routing algorithm based on QGA
    Chen Niansheng
    Li Layuan
    Ke Zongwu
    2007 IFIP INTERNATIONAL CONFERENCE ON NETWORK AND PARALLEL COMPUTING WORKSHOPS, PROCEEDINGS, 2007, : 683 - +