Time series prediction : design, testing and optimisation using genetic search methods

Time series prediction : design, testing and optimisation using genetic search methods

The process of specifying a prediction model involves selecting the variables to be included, selecting the form of the equation of relationship, and estimating the values of the parameters in that equation. After the model has been specified, its performance characteristics should be further verifi...

Full description

Saved in:
Bibliographic Details
Main Author: Ng, Cheng Piaw.
Other Authors: Chin, Teck Chai
Format: Theses and Dissertations
Language:English
Published: 2008
Subjects:
DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Control engineering
Online Access:http://hdl.handle.net/10356/13241
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
Description
Summary:The process of specifying a prediction model involves selecting the variables to be included, selecting the form of the equation of relationship, and estimating the values of the parameters in that equation. After the model has been specified, its performance characteristics should be further verified or validated by comparison of its prediction with historical data for the phenomenon it was designed to predict.

Similar Items