• DocumentCode
    2851338
  • Title

    Solving Steiner Tree Problem by Using Learning Automata

  • Author

    Noferesti, Samira ; Rajayi, Mehri

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Sistan & Baluchestan, Zahedan, Iran
  • fYear
    2009
  • fDate
    11-13 Dec. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Dynamic Steiner tree problem (DST) is an important problem that has extensive applications in many areas such as building multicast trees for mobile networks. DST problem is NP-hard, and several approximation algorithms are proposed for finding reasonably good solutions. However, these methods are extensive in terms of times and very sensitive to number of changes in the network. In this paper an iterative algorithm based on learning automata has been proposed for solving DST problem. Experimental results show that our proposed algorithm generates low cost Steiner trees in reasonable running time.
  • Keywords
    computational complexity; learning automata; trees (mathematics); NP-hard problem; dynamic Steiner tree problem; learning automata; Application software; Approximation algorithms; Cost function; Heuristic algorithms; Iterative algorithms; Joining processes; Learning automata; Mobile computing; Multicast algorithms; Tree graphs;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Software Engineering, 2009. CiSE 2009. International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-4507-3
  • Electronic_ISBN
    978-1-4244-4507-3
  • Type

    conf

  • DOI
    10.1109/CISE.2009.5365407
  • Filename
    5365407