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Computational Techniques for Modelling Learning in Economics (Paperback, Softcover reprint of the original 1st ed. 1999)
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Computational Techniques for Modelling Learning in Economics (Paperback, Softcover reprint of the original 1st ed. 1999)
Series: Advances in Computational Economics, 11
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Total price: R5,481
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Computational Techniques for Modelling Learning in Economics offers
a critical overview of the computational techniques that are
frequently used for modelling learning in economics. It is a
collection of papers, each of which focuses on a different way of
modelling learning, including the techniques of evolutionary
algorithms, genetic programming, neural networks, classifier
systems, local interaction models, least squares learning, Bayesian
learning, boundedly rational models and cognitive learning models.
Each paper describes the technique it uses, gives an example of its
applications, and discusses the advantages and disadvantages of the
technique. Hence, the book offers some guidance in the field of
modelling learning in computation economics. In addition, the
material contains state-of-the-art applications of the learning
models in economic contexts such as the learning of preference, the
study of bidding behaviour, the development of expectations, the
analysis of economic growth, the learning in the repeated
prisoner's dilemma, and the changes of cognitive models during
economic transition. The work even includes innovative ways of
modelling learning that are not common in the literature, for
example the study of the decomposition of task or the modelling of
cognitive learning.
General
Imprint: |
Springer-Verlag New York
|
Country of origin: |
United States |
Series: |
Advances in Computational Economics, 11 |
Release date: |
October 2012 |
First published: |
1999 |
Editors: |
Thomas Brenner
|
Dimensions: |
235 x 155 x 21mm (L x W x T) |
Format: |
Paperback
|
Pages: |
391 |
Edition: |
Softcover reprint of the original 1st ed. 1999 |
ISBN-13: |
978-1-4613-7285-1 |
Categories: |
Books >
Business & Economics >
Economics >
Economic theory & philosophy
|
LSN: |
1-4613-7285-2 |
Barcode: |
9781461372851 |
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