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.
Original language | English |
---|---|
Title of host publication | 2015 International Conference on Computer, Control, Informatics and its Applications (IC3INA) |
Editors | Arnida L. Latifah |
Publisher | IEEE |
Pages | 23-27 |
Number of pages | 5 |
ISBN (Electronic) | 9781479987733 |
DOIs | |
Publication status | Published - 11 Jan 2016 |
Event | 2015 International Conference on Computer, Control, Informatics and its Applications - Bandung, Indonesia Duration: 5 Oct 2015 → 7 Oct 2015 |
Conference
Conference | 2015 International Conference on Computer, Control, Informatics and its Applications |
---|---|
Abbreviated title | IC3INA 2015 |
Country/Territory | Indonesia |
City | Bandung |
Period | 5/10/15 → 7/10/15 |
Keywords
- Ordinary Differential Equations (ODEs)
- Delay Differential Equations (DDEs)
- Exponential Delay Differential Equation Model (EDDEM)
- Maximum Likelihood Estimation (MLE)
ASJC Scopus subject areas
- Computer Networks and Communications
- Computer Science Applications
- Information Systems
- Control and Systems Engineering