NeuroCOLT

Neural Networks and Computational Learning Theory

 

About NeuroCOLT

Papers Archive

1994 1995
1996 1997
1998 1999
2000 2001

Books

info@neurocolt.org

NeuroCOLT Technical Report NC-TR-95-022

Option price forecasting using artificial neural networks

A. Fiordaliso
Universite de Mons-Hainaut

Abstract (Paper is in French)

The problem considered here, in forecasting the price of a call option on a short term interest rate future, namely the 3 months Eurodollar (ED3). The aim of our research is to build up Artificial Neural Network models (ANN) that could be integreated in a fuzzy expert system to dynamically manage  an option portfolio. We detail some problems and techniques related to the set up of ANN models for univariate and multivariate previsions. We  compare our results with some other forecasting techniques.

Download Compressed Postscript