期刊文献+

模糊权值网络最小生成树问题研究 被引量:1

A New Algorithm for Minimum Spanning Tree Problem in Fuzzy Weighted Network
在线阅读 下载PDF
导出
摘要 针对边权值为梯形模糊数的模糊权值网络,提出一种求解该网络最小生成树问题的新算法.该算法首先基于梯形模糊结构元加权排序思想,将梯形模糊数转化为其加权特征数进行排序;然后利用经典的Dijkstra算法求解转化为边权值确定的网络的最小生成树问题,即得该模糊权值网络的最小生成树;最后对算法的复杂度进行分析,并通过算例验证了算法的有效性. According to the fuzzy weighted network based trapezoidal fuzzy number,a new algorithm is proposed for the minimum spanning tree problem in this fuzzy weighted network.Based on the idea of weighted ranking of the fuzzy structured element,the trapezoidal fuzzy number is sorted by converting it to its weighted characteristic number.In addition,the minimum spanning tree of the precise weighted network which edge weight is the weighted characteristic number is obtained by adopting the classical Dijkstra algo-rithm.The algorithm complexity analysis is presented and its effectiveness is illustrated by a numerical example.
作者 孙小军
出处 《内蒙古师范大学学报(自然科学汉文版)》 CAS 北大核心 2015年第4期435-438,共4页 Journal of Inner Mongolia Normal University(Natural Science Edition)
基金 陕西省自然科学基础研究计划资助项目(2013JM1001)
关键词 模糊权值网络 梯形模糊结构元 加权特征数 DIJKSTRA 算法 最小生成树 fuzzy weighted network trapezoidal fuzzy structured element weighted characteristic number Dijkstra algorithm minimum spanning tree
  • 相关文献

参考文献16

  • 1Nesetrii J,Milkova E, Nesetrilova H. Otakar Boruvka on minimum spanning tree problem: Translation of both the 1926 papers, comments, history[J]. Discrete Mathematics, 2001,233 : 3-36.
  • 2Kruskal J. On the Shortest Spanning Subtree of a Graph and the Traveling sales man problem [J]. Proceedings o{ the AMS,1956,7(1) ..48-50.
  • 3Prim R C. Shortest Connection Networks and Some Generations [J]. The Bell System Technical Journal, 1957,36(6):1389-1401.
  • 4Dijkstra E W. A note on two problems in connexion with graphs [J]. Numerische Math,1959(1):269-271.
  • 5Zhaocai Wang,Dongmei Huang, Huajun Meng,et ah A new fast algorithm for solving the minimum spanning tree prob- lem based on DNA molecules computation [J]. BioSystems,2013,114(1): 1-7.
  • 6Torkestani J A, Meybodi M R. Solving the minimum spanning tree problem in stochastic graphs [J]. The Journal of Supercomputing, 2012,59(2) : 1035-1054.
  • 7Bollig B. On symbolic OBDD-based algorithms for the minimum spanning tree problem [J]. Theoretical Computer Science,2012,8(447) .- 2-12.
  • 8Leonidas S J. Pruning a minimum spanning tree [J]. Statistical Mechanics and its Applications,2012,391(8):2678-2711.
  • 9Narula S C, Ho C A. Degree-constrained Minmum Spanning Tree [J]. Computers and Operations Research, 1980,7(4): 239-249.
  • 10Chen G L,Chen S L,Guo W Z,et al. The multi-criteria minimum spanning tree problem based genetic algorithm . Information Sciences, 2007,177 (22) : 5050-5063.

二级参考文献2

共引文献3

同被引文献12

  • 1Ahuja R K,Magnanti T L,Orlin J B.Network Flows:Theory,Algorithms,and Applications[M].Beijing:Mechanical Industry Press,2005:510-536.
  • 2Graham R,Hell P.On the History of the Minmum Spanning Tree Problem[J].Annimals of the History of Computing1985,7(1):43-57.
  • 3Gen M,Cheng R W.Genetic Algorithms and Engineering Optimization[M].Beijing:Tsinghua University Press,2004.
  • 4Narula S C,Ho C A.Degree-constrained minimum spanning tree[J].Computers and Operations Research,1980,7(4):239-249.
  • 5Caccetta L,Hill S P.A branch and cut method for the degree-constrained minimum spanning tree problem[J].Networks,2001,37(2):74-83.
  • 6Andrade R,Lucena A,Maculan N.Using Lagrangian dual information to generate degree constrained spanning trees[J].Discrete Applied Mathematics,2006,154(5):703-717.
  • 7Behle M,Jünger M,Liers F.A primal branch-and-cut algorithm for the degree-constrained minimum spanning tree problem[C]//Demetrescu C.LNCS 4525.Berlin,Heidelberg,New York:Springer-Verlag,2007:379-392.
  • 8Almeida A M D,Martins P,Souza M C D.Min-degree constrained minimum spanning tree problem:complexity,properties,and formulations[J].International Transactions in Operational Research,2012,19(3):323-352.
  • 9Bui T N,Deng X,Zmcic C M.An improved ant-based algorithm for the degree-constrained minimum spanning tree problem[J].Evolutinary Computation IEEE Transactions on,2012,16(2):266-278.
  • 10Torkestani J A.Degree constrained minimum spanning tree problem:a learning automata approach[J].Journal of Supercomputing,2013,64(1):226-249.

引证文献1

二级引证文献6

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部