• DocumentCode
    1620038
  • Title

    Research of using genetic algorithm of improvement to compute the most short path

  • Author

    Wei, Gaoqi ; Xie, Xiaoyao

  • Author_Institution
    Key Lab. of Inf. & Comput. Sci. of Guizhou Province, Guizhou Normal Univ., Guiyang, China
  • fYear
    2009
  • Firstpage
    516
  • Lastpage
    519
  • Abstract
    The genetic algorithm is a computation model that simulates Darwin´s genetic selection and the natural selection organic evolution process. Its thought stems from the biological genetics and the survival of the fittest natural law, and has ldquothe survival + examinationrdquo iterative process searching algorithm. As one kind of new global optimization searching algorithm, the genetic algorithm by its simple general, robustness strong, is suitable for the parallel processing as well as highly effective, practical and so on outstanding feature, it obtained the widespread application in each domain, has obtained the good results, and becomes one of gradually important intelligent algorithms. This article makes the improvement to the original genetic algorithm, and uses the C++ language to realize, through to the TSP question´s test experiment, after obtaining the improvement the result, the effect is very good.
  • Keywords
    genetic algorithms; travelling salesman problems; C++ language; Darwin genetic selection; TSP question test experiment; biological genetics; genetic algorithm; global optimization searching algorithm; natural selection organic evolution process; parallel processing; shortest path; survival of the fittest natural law; survival+examination iterative process searching algorithm; Algorithm design and analysis; Biological system modeling; Biology computing; Computational modeling; Evolution (biology); Genetic algorithms; Iterative algorithms; Optimization methods; Parallel processing; Space technology; Genetic Algorithm; Genetic Algorithm of Improvement; crossover; mutation; selection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Anti-counterfeiting, Security, and Identification in Communication, 2009. ASID 2009. 3rd International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4244-3883-9
  • Electronic_ISBN
    978-1-4244-3884-6
  • Type

    conf

  • DOI
    10.1109/ICASID.2009.5276990
  • Filename
    5276990