• DocumentCode
    2627267
  • Title

    Real world oriented test functions

  • Author

    Peng, Fu-ming

  • Author_Institution
    Coll. of Comput. & Software, Nanjing Inst. of Ind. Technol., Nanjing, China
  • fYear
    2011
  • fDate
    27-29 June 2011
  • Firstpage
    1499
  • Lastpage
    1505
  • Abstract
    The global optimal solutions of presently widely-used test functions are known or controllable, which leaves room for algorithm falsification. Moreover, the most algorithmic results to optimize test functions from papers are one-way conversation without peers´ recognition, whose authenticity depends entirely on the authors´ personal integrity. In this paper, in order to change the situation, two groups of real world oriented test functions and the resultative optimal solutions are given. The chief characteristics of these functions are its global optimal solution unknown to all people forever, which blocks off the loopholes of algorithmic cheating from the source. The comparison of the quality of the two algorithmic models depends on which can find out a better optimal solution coordinate. Therefore, a real world oriented test function can detect the actual level of algorithm.
  • Keywords
    optimisation; principal component analysis; security of data; algorithmic cheating; authenticity; global optimal solution; real world oriented test functions; Computers; Educational institutions; Industries; Software; Software algorithms; Three dimensional displays; real world; test function; the global optimal solution; the optimal solution coordinate;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Service System (CSSS), 2011 International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-9762-1
  • Type

    conf

  • DOI
    10.1109/CSSS.2011.5975041
  • Filename
    5975041