• DocumentCode
    2467173
  • Title

    Concurrency control program generation by decreasing nodes of program trees in genetic programming

  • Author

    Tamura, Shinji ; Hochin, Teruhisa ; Nomiya, Hiroki

  • Author_Institution
    Grad. Sch. of Sci. & Technol., Kyoto Inst. of Technol., Kyoto, Japan
  • fYear
    2012
  • fDate
    14-17 Oct. 2012
  • Firstpage
    1023
  • Lastpage
    1028
  • Abstract
    This paper tries to generate an appropriate concurrency control program by using genetic programming (GP). In GP, a program is represented with a tree. Nodes of a tree are selected from a symbol set. This paper tries two symbol sets: the high-level symbol set and the reduced one. The high-level one includes high-level symbols created by combining conventional ones. In the reduced symbol set, symbols are drastically decreased by changing the method of implementing the concurrency control program. Automatic defined functions (ADFs) are also used. Introducing high-level symbols caused the increase of the number of symbols. This made the program generation difficult. On the other hand, an appropriate program could be generated with the reduced symbol set. An ADF is also used in the program generated.
  • Keywords
    concurrency control; database management systems; genetic algorithms; program compilers; trees (mathematics); automatic defined function; concurrency control program generation; genetic programming; high-level symbol set; program tree node decrease; tree representation; Conferences; Cybernetics; Decision support systems; concurrency control; genetic programming; granurality; program generation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-1-4673-1713-9
  • Electronic_ISBN
    978-1-4673-1712-2
  • Type

    conf

  • DOI
    10.1109/ICSMC.2012.6377863
  • Filename
    6377863