• DocumentCode
    2295254
  • Title

    ACGHSIM: A Simulation Tool for Accelerated Conjugate Hessian Gradient Optimization Algorithm

  • Author

    Mousavi, Rouhollah ; Mohammadbagheri, Amin ; Moghaddam, Reyhaneh Kardehi

  • Author_Institution
    Dept. of Electr. Eng., Islamic Azad Univ., Mashhad, Iran
  • fYear
    2011
  • fDate
    20-22 Sept. 2011
  • Firstpage
    181
  • Lastpage
    186
  • Abstract
    In this article a graphical user interface (GUI), "ACGHSIM" is developed for Simulation the accelerated conjugate Hessian optimization algorithm (ACGHES). ACGHSIM is provided for educational purpose to improve the understanding the convergence and acceleration of ACGHES algorithm in solving large-scale unconstrained optimization problems. ACGHSIM contains a library for 73 different test functions in optimization. The user has option to select one of these functions and simulate the ACGHES algorithm to calculate the minimum. Additionally the users are able to apply themselves initial points or use the suggested initial points by this application. In order to demonstrate the User Friendly features of ACGHSIM, some examples are given.
  • Keywords
    conjugate gradient methods; graphical user interfaces; human computer interaction; optimisation; problem solving; ACGHES; ACGHSIM; accelerated conjugate Hessian gradient algorithm; accelerated conjugate Hessian optimization algorithm; graphical user interface; problem solving; simulation tool; user friendly features; Acceleration; Approximation algorithms; Graphical user interfaces; MATLAB; Optimization; Software algorithms; Vectors; ACGHES Algorithm; GUI; MATLAB; Nonlinear Optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence, Modelling and Simulation (CIMSiM), 2011 Third International Conference on
  • Conference_Location
    Langkawi
  • Print_ISBN
    978-1-4577-1797-0
  • Type

    conf

  • DOI
    10.1109/CIMSim.2011.39
  • Filename
    6076353