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基于遗传算法的卫星MPLS网络路由协议研究 被引量：5

Genetic Algorithm Routing Protocol for MPLS-Based Satellite Networks
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摘要 为了满足宽带卫星网络的QoS路由要求,提出一个基于遗传算法的卫星多协议标签交换网络路由协议。基于多目标规划方法建立了网络路由的数学模型并定义了度量参数,对遗传算法中的编码规则、适用度函数以及遗传操作等关键技术进行理论推导。仿真结果表明算法可行,并对遗传操作中交叉和变异概率的设定进行了对比分析。 A routing protocol for MPLS-based satellite networks using genetic algorithm is proposed to satisfy the QoS routing requirements of broadband satellite networks. Based on the multi-objective optimization, a routing model is created and metric parameters are defined. Some key factors including coding representation, fitness function and genetic operators are theoretically derived. Besides, the probability of crossover and mutation is analyzed in detail. Simulation results show that the given algorithm is effective.
作者 袁天 梁俊
机构地区 空军工程大学信息与导航学院
出处 《信息工程大学学报》 2013年第5期548-551,共4页 Journal of Information Engineering University
关键词 遗传算法 多协议标签交换 QOS路由 卫星网络 genetic algorithm multi-protocol label switch QoS routing satellite networks
分类号 TN915 [电子电信—通信与信息系统]
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参考文献8

  • 1Rolf Winter. The Coming of Age of MPLS[J]. IEEE Communications Magazine, 2011,49(4) : 78-81.
  • 2Donner A,Berioli M. MPLS-based Satellite Constellation Networks[ J]. IEEE Journal on Selected Areas in Communications, 2004,22 ( 3 ) :438-448.
  • 3Akash P Nitin. A Qos based routing using genetic algorithm [ C ]//World Congress on Information and Communication Technol- ogies. 2011:793-797.
  • 4Dongxia L, Gaohu W. Application of Genetic Algorithm in Finding Optimal Route for Communication Networks [ C ]//Proceed- ing of the 1999 Congress on Evolutionary Computation. 1999:88-91.
  • 5Debasis S, Jayant M. Pareto-optimal solutions for multi-objective optimization of fed-batch bioreactors using non-dominated sorting genetic algorithm[ J]. Chemical Engineering Science, 2005, 60:481-492.
  • 6Yee L, Guo L, Zongben X. A Genetic Algorithm for the Multiple Destination Routing Problems[ J]. IEEE Transactions on Ev- olutionary Computation, 1998,2(4) : 150-161.
  • 7Wook A C, Ramakrishna R S. A Genetic Algorithm for Shortest Path Routing Problem and the Sizing of Populations[ J]. IEEE Transactions on Evolutionary Computation, 2002,6 (6) :566-579.
  • 8黄双明,蒙军,索忠乐,戴浩.基于遗传算法的MPLS网络流量工程研究[J].计算机工程与应用,2005,41(31):148-150. 被引量：2

二级参考文献7

  • 1X Xiao,A Hannan. Traffic engineering with MPLS in the Internet[J].IEEE Networking,2000; 14(2) :28～33.
  • 2M K Girish,B Zhou,J Q Hu. Formulation of the traffic engineering problems in MPLS based IP networks[C].In : Proceedings of the 5thInternational Symposium on Computers and Communications ,2000:214～219.
  • 3Y Wang,Z Wang. Explicit routing algorithms for Internet traffic engineering[C].In:Proceedings of the 8th International Conference on Computer Communications and Networks, 1999:582～588.
  • 4Y Lee,Y Seok.A constrained multipath traffic engineering scheme for MPLS networks. New York,2002:2431～2436.
  • 5C T Chou.Traffic engineering for MPLS-based virtual private net works[J].Computer Networks, 2004 ;44: 319～333.
  • 6玄光男 程润伟.遗传算法与工程优化[M].北京:清华大学出版社,2003..
  • 7刘红,白栋,丁炜.应用于MPLS网络负载均衡的启发式自适应遗传算法研究[J].通信学报,2003,24(10):39-45. 被引量：27

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二级引证文献19

信息工程大学学报
2013年 第5期

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