• DocumentCode
    3180576
  • Title

    Various temperature parameter control methods in Q value-based Dynamic Programming with Boltzmann Distribution

  • Author

    Yu, Shanqing ; Mabu, Shingo ; Mainali, Manoj Kanta ; Shimada, Kaoru ; Hirasawa, Kotaro

  • Author_Institution
    Grad. Sch. of Inf., Production & Syst., Waseda Univ., Fukuoka, Japan
  • fYear
    2010
  • fDate
    10-13 Oct. 2010
  • Firstpage
    2677
  • Lastpage
    2683
  • Abstract
    In order to alleviate the congestion in modern metropolises with over crowded traffics and improve the efficiency of Intelligent Transportation Systems, three temperature parameter control methods of Q value-based Dynamic Programming with Boltzmann Distribution have been proposed in this paper. The simulation result shows that each method has its own areas of expertise depending on its features and all of the methods could improve the efficiency of the traffic system comparing with the conventional Greedy Method.
  • Keywords
    automated highways; dynamic programming; statistical distributions; temperature control; Boltzmann distribution; Q value-based dynamic programming; greedy method; intelligent transportation systems; temperature parameter control methods; traffic system; Indexes; Boltzmann Distribution; Greedy Method; Q value-based Dynamic Programming; Temperature Parameter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-6586-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.2010.5641892
  • Filename
    5641892