• DocumentCode
    2620879
  • Title

    Evolutionary algorithms and dynamic parameters for public electric transport modeling

  • Author

    Levchenkov, Anatoly ; Gorobetz, Mikhail

  • Author_Institution
    Inst. of Ind. Electron. & Electrotechnics, Riga Tech. Univ., Riga
  • fYear
    2008
  • fDate
    25-27 June 2008
  • Firstpage
    215
  • Lastpage
    219
  • Abstract
    This work is based on research in a field of intelligent agent systems, negotiation algorithm solving tasks of energy saving, optimal electric vehicle control and transport flow control in traffic jam. Main goal of research is energy saving for public electric transport. Mathematical model and evolutionary algorithm is proposed in the paper to solve multi-criteria optimization task minimizing idle time and electric energy used by public electric transport and maximize average speed of the flow in traffic jam. Paper presents a computer experiment to test proposed mathematical model and workability of evolutionary algorithm. The specific dynamic model of city transport system is created and results of evolutionary optimization are simulated.
  • Keywords
    electric vehicles; energy conservation; evolutionary computation; intelligent control; optimal control; optimisation; road traffic; road vehicles; city transport system; dynamic parameters; energy saving; evolutionary algorithms; evolutionary optimization; intelligent agent systems; multi-criteria optimization task; negotiation algorithm solving tasks; optimal electric vehicle control; public electric transport modeling; traffic jam; transport flow control; Control systems; Electric vehicles; Evolutionary computation; Intelligent agent; Mathematical model; Optimal control; Testing; Traffic control; Vehicle dynamics; Workability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Automation, 2008 16th Mediterranean Conference on
  • Conference_Location
    Ajaccio
  • Print_ISBN
    978-1-4244-2504-4
  • Electronic_ISBN
    978-1-4244-2505-1
  • Type

    conf

  • DOI
    10.1109/MED.2008.4602257
  • Filename
    4602257