• DocumentCode
    3356266
  • Title

    Curve surface fitting based on an improved genetic algorithm

  • Author

    Jinxing Xu ; Hesheng Zhang ; Xiaojin Zhu ; Li Li ; Pingan Ding

  • Author_Institution
    Sch. of Mechatron. Eng. & Autom., Shanghai Univ., Shanghai, China
  • Volume
    2
  • fYear
    2013
  • fDate
    16-18 Dec. 2013
  • Firstpage
    747
  • Lastpage
    752
  • Abstract
    In order to realize shape reconstruction of the flexible plate structure through detecting the distributed orthogonal curvature information, a curve surface fitting algorithm based on the improved genetic algorithm was researched in this paper. The surface of the plate structure is first decomposed into several surface patches, and then, a suitable quadratic equation should be selected to establish surface mathematical model. Multiple nonlinear equations were created by using the equal mean curvature and continuous surface of differential geometry of surface theories as boundary constraint conditions. For each patch, nonlinear equations were solved by using the improved genetic algorithm to obtain the parametric equation of the surface patch. The surface patch could be spliced and the recursive method was adopted to realize the reconstruction of the surface. Finally, simulation experiments and analysis were carried out in the visualization software simulation platform based on OpenGL technology. The experimental results show that the curve surface fitting algorithm based on the improved genetic algorithm can effectively reconstruct the structural bending and torsion deformation.
  • Keywords
    curve fitting; data visualisation; genetic algorithms; mathematical analysis; plates (structures); structural engineering computing; OpenGL technology; boundary constraint conditions; curve surface fitting; curve surface fitting algorithm; differential geometry; distributed orthogonal curvature information; equal mean curvature; flexible plate structure; improved genetic algorithm; mathematical model; nonlinear equations; parametric equation; quadratic equation; shape reconstruction; software simulation platform visualization; structural bending; torsion deformation; Fitting; Genetic algorithms; Mathematical model; Nonlinear equations; Surface fitting; Surface reconstruction; flexible structure; genetic algorithm; nonlinear equations; orthogonal curvature; surface reconstruction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2013 6th International Congress on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-4799-2763-0
  • Type

    conf

  • DOI
    10.1109/CISP.2013.6745264
  • Filename
    6745264