• DocumentCode
    3727231
  • Title

    A maximum likelihood estimation framework for the exponential Differential Equation Model

  • Author

    Ahmed Adly Mahmoud;Sarat Chandra Dass;Mohana S. Muthuvalu

  • Author_Institution
    Fundamental and Applied Sciences Department, Faculty of Science and Information Technology, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, 31750 Tronoh, Perak, Malaysia
  • fYear
    2015
  • Firstpage
    23
  • Lastpage
    27
  • Abstract
    In this paper we propose the maximum likelihood method of estimation for Delay Differential Equation Model governed by unknown delay and other parameters of interest. As an example we consider the Exponential Differential Equation Model. A grid based estimation framework is proposed. Our methodology estimates correctly the delay parameter as well as the initial starting value of the dynamical system based on simulation data.
  • Keywords
    "Maximum likelihood estimation","Mathematical model","Differential equations","Biological system modeling","Delays","Data models"
  • Publisher
    ieee
  • Conference_Titel
    Computer, Control, Informatics and its Applications (IC3INA), 2015 International Conference on
  • Type

    conf

  • DOI
    10.1109/IC3INA.2015.7377740
  • Filename
    7377740
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3727231