• DocumentCode
    2992222
  • Title

    Optimization Plan of Using the Arrival and Departure Track in District Station Based on Hybrid Algorithm

  • Author

    Tian, Feng ; Wang, Haiyang ; Sun, Xiaoping ; Liu, Jia ; Wang, Chuanyun

  • Author_Institution
    Sch. of Comput. Sci., ShenYang Aerosp. Univ., Shenyang, China
  • fYear
    2011
  • fDate
    3-4 Dec. 2011
  • Firstpage
    1528
  • Lastpage
    1531
  • Abstract
    Reasonably arranging the occupation plan of arrival and departure track is the key of compiling stage plan. In order to arrange arrival and departure track rationally and effectively, building utilization´s mathematical model is needed. The model of the occupation plan of arrival and departure track in this paper is a nonlinear integer programming model, so it is difficult to be solved directly. For this reason, one hybrid algorithm is proposed that is based on the combination of genetic algorithm and ant algorithm. First, hybrid algorithm built chromosome function and fitmess function of utilization of arrival and departure track, and then executed the operation of cross, variation and selection. Second, the hybrid algorithm used the optimal solution offered by genetic algorithm to initialize ant algorithm´s pheromone concentration. An application example shows hybrid algorithm can improves 6% in accuracy of solution, reduces 52% in iteration number compare with genetic algorithm and ant algorithm respectively.
  • Keywords
    functions; genetic algorithms; iterative methods; nonlinear programming; planning; railways; transportation; ant algorithm; arrival track; chromosome function; departure track; district station; fitness function; genetic algorithm; hybrid algorithm; iteration number; mathematical model; nonlinear integer programming model; occupation plan; optimal solution; pheromone concentration; stage plan; Algorithm design and analysis; Analytical models; Encoding; Genetic algorithms; Interference; Mathematical model; Target tracking; Ant Algorithm; District Station; Genetic Algorithm; Hybrid Algorithm; Utilization of Arrival and departure Track;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Security (CIS), 2011 Seventh International Conference on
  • Conference_Location
    Hainan
  • Print_ISBN
    978-1-4577-2008-6
  • Type

    conf

  • DOI
    10.1109/CIS.2011.341
  • Filename
    6128382