Foreign-Exchange-Rate Forecasting with Artificial Neural Networks
(Sprache: Englisch)
This book focuses on forecasting foreign exchange rates via artificial neural networks (ANNs), creating and applying the highly useful computational techniques of Artificial Neural Networks (ANNs) to foreign-exchange rate forecasting. The result is an...
Leider schon ausverkauft
versandkostenfrei
Buch
139.05 €
Produktdetails
Produktinformationen zu „Foreign-Exchange-Rate Forecasting with Artificial Neural Networks “
Klappentext zu „Foreign-Exchange-Rate Forecasting with Artificial Neural Networks “
This book focuses on forecasting foreign exchange rates via artificial neural networks (ANNs), creating and applying the highly useful computational techniques of Artificial Neural Networks (ANNs) to foreign-exchange rate forecasting. The result is an up-to-date review of the most recent research developments in forecasting foreign exchange rates coupled with a highly useful methodological approach to predicting rate changes in foreign currency exchanges.
Inhaltsverzeichnis zu „Foreign-Exchange-Rate Forecasting with Artificial Neural Networks “
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.- An improved BP algorithm with adaptive smoothing momentum terms for foreign exchange rate prediction.- Hybridizing BPNN and exponential smoothing for foreign exchange rate prediction.- A nonlinear combined model integrating ANN and GLAR for exchange rate forecasting.- A hybrid GA-based SVM model for foreign exchange market trends exploration.- Forecasting foreign exchange rates with a multistage neural network ensemble model.- Foreign exchange rate ensemble forecasting with neural network meta-learning.- A confidence-based neuralnetwork ensemble model for predicting foreign exchange market movement direction.- Foreign exchange rates forecasting with multiple candidate models: selecting or combining?.- Developing an intelligent Forex rolling forecasting and trading decision support system I: conceptual framework, modeling techniques and system implementation: developing an intelligent Forex rolling forecasting and trading decision support system II-An empirical and comprehensive assessment.- References.- Subject index.- Author index.Bibliographische Angaben
- Autoren: Lean Yu , Shou-Yang Wang , Kin Keung Lai
- 2010, 316 Seiten, Maße: 23,5 cm, Kartoniert (TB), Englisch
- Verlag: Springer
- ISBN-10: 1441944044
- ISBN-13: 9781441944047
Sprache:
Englisch
Kommentar zu "Foreign-Exchange-Rate Forecasting with Artificial Neural Networks"
0 Gebrauchte Artikel zu „Foreign-Exchange-Rate Forecasting with Artificial Neural Networks“
Zustand | Preis | Porto | Zahlung | Verkäufer | Rating |
---|
Schreiben Sie einen Kommentar zu "Foreign-Exchange-Rate Forecasting with Artificial Neural Networks".
Kommentar verfassen