• DocumentCode
    2879579
  • Title

    The Improvement of Projection Pursuit Model and the Application in Evaluating Water Conservancy Projects

  • Author

    Xiao-Yong Zhao

  • Author_Institution
    Coll. of Hydrol. & Water Resources, Hohai Univ., Nanjing, China
  • Volume
    2
  • fYear
    2012
  • fDate
    28-29 Oct. 2012
  • Firstpage
    450
  • Lastpage
    453
  • Abstract
    In order to raise the distinguishment of the model of evaluating water conservancy projects, an effective and general model-Projection Pursuit Classification model is suggested. the density window breadth R is the window way radius that solves the partial density, it is determined by the characteristic of the sample datum, and it is mainly determined by trying to calculate or experience, which lacks theoretical basis, this article improves the density window breadth R of the model in theory, it deduces and acquires the empirical formula of calculation, making the model more scientific and stable. It adopts Real Coding based on Accelerating Genetic Algorithm to find the best projective direction, at the same time, uses the datum of the best projective direction to research the level of the influence of each factor to water conservancy projects, the classification results which accord with the fact are gained, which provide the decision proof of water conservancy projects.
  • Keywords
    genetic algorithms; pattern classification; project management; water conservation; water resources; accelerating genetic algorithm; datum characteristic; empirical formula; partial density window breadth improvement; projection pursuit classification model improvement; projective direction; real-coding; water conservancy project evaluation; Entropy; Equations; Gaussian distribution; Indexes; Mathematical model; Standards; Water conservation; Real Coding based on Accelerating Genetic Algorithm; evaluate; projection pursuit; water conservancy projects;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Design (ISCID), 2012 Fifth International Symposium on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-4673-2646-9
  • Type

    conf

  • DOI
    10.1109/ISCID.2012.284
  • Filename
    6406035