• DocumentCode
    1460818
  • Title

    Neural network for solving extended linear programming problems

  • Author

    Xia, Youshen

  • Author_Institution
    Dept. of Math., Nanjing Univ., China
  • Volume
    8
  • Issue
    3
  • fYear
    1997
  • fDate
    5/1/1997 12:00:00 AM
  • Firstpage
    803
  • Lastpage
    806
  • Abstract
    A neural network for solving extended linear programming problems is presented and is shown to be globally convergent to exact solutions. The proposed neural network only uses simple hardware in which no analog multiplier for variables is required, and has no parameter tuning problem. Finally, an application of the neural network to the L1 -norm minimization problem is given
  • Keywords
    linear programming; neural nets; L1-norm minimization problem; extended linear programming problems; global convergence; neural network; Artificial neural networks; Circuits; Constraint optimization; Convergence; Government; Linear programming; Minimization; Neural network hardware; Neural networks; Production;
  • fLanguage
    English
  • Journal_Title
    Neural Networks, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1045-9227
  • Type

    jour

  • DOI
    10.1109/72.572118
  • Filename
    572118
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1460818