• DocumentCode
    2992800
  • Title

    An Interactive Programming Platform

  • Author

    Ye, Yuan ; Hongxing, Liu

  • Author_Institution
    Sch. of Electron. Sci. & Eng. 1040, Nanjing Univ., Nanjing, China
  • fYear
    2011
  • fDate
    24-28 Sept. 2011
  • Firstpage
    18
  • Lastpage
    23
  • Abstract
    The optimization softwares, on linear programming and nonlinear programming, are making much more difference in social, economic and engineering fields. Most current optimization softwares usually either employ classic local optimization techniques or adopt some global optimization techniques. In this paper, an interactive optimization software with a specially designed evolutionary algorithm, named an interactive optimization platform, is introduced. The key procedure of the platform design is analyzed, and the scheme of the platform is proposed, and finally the platform is implemented. The features of the designed platform include: (1) dynamically adjusting the penalty factor related to the extended objective function at interface, (2) using only two specially designed interactive evolution operators, (3) having a particular mechanism of parallel computing, (4) and a going-back mechanism. With several tests, it was indicated that the implemented platform is easy to use, and can achieve precise solutions stably, having outstanding advantages, and so, the proposed scheme is satisfactory.
  • Keywords
    evolutionary computation; interactive programming; nonlinear programming; parallel processing; evolutionary algorithm; global optimization technique; going-back mechanism; interactive evolution operators; interactive optimization software; interactive programming platform; nonlinear programming; parallel computing; penalty factor; Evolutionary computation; Graphical user interfaces; Optimization; Programming; Software; Software algorithms; Testing; evolutionary algorithm; genetic algorithm; mathematical programming; optimization; platform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Complexity and Data Mining (IWCDM), 2011 First International Workshop on
  • Conference_Location
    Nanjing, Jiangsu
  • Print_ISBN
    978-1-4577-2007-9
  • Type

    conf

  • DOI
    10.1109/IWCDM.2011.12
  • Filename
    6128408