Foreign-Exchange-Rate Forecasting with Artificial Neural Networks

by Lean Yu, Kin Keung Lai, Shouyang Wang

Book Overview

Preface.- Are foreign exchange rates predictable? An anatomy of a survey from artificial neural networks perspective.- Basic principles of ANN algorithms.- Data preparation in neural network data analysis.- Forecasting foreign exchange rates using an adaptive back-propagation algorithm with optimal learning rate and momentum factor.- An online learning algorithm with adaptive forgetting factors for BP neural network in foreign exchange rate forecasting.-...

• Format: Paperback
• Language: English
• ISBN: 1441944044
• ISBN13: 9781441944047
• Release Date: November 2010
• Publisher: Springer
• Length: 316 Pages
• Weight: 1.06 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"