Adaptive Systems and Financial Modelling
This chapter reviews the application of adaptive systems in financial modelling. Specific reference is made to the Efficient Market Hypothesis (EMH) and the technical problems its raises in terms of financial time series analysis. A survey of financial Neural Network (NN) applications is provided, along with a summary of empirical assessments of Neural Networks for time series modelling. Examples of Genetic Algorithms (GAs) applied in finance are also included.
KeywordsNeural Network Genetic Algorithm Adaptive System Multivariate Adaptive Regression Spline Trading Rule
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