Studies in Computational Intelligence

Natural Computing in Computational Finance

Editors: Brabazon, Anthony, O'Neill, Michael (Eds.)

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  • Reports recent research results on natural computation in computational economics and finance

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eBook 166,59 €
price for Spain (gross)
  • ISBN 978-3-540-77477-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
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  • Immediate eBook download after purchase
Hardcover 207,99 €
price for Spain (gross)
  • ISBN 978-3-540-77476-1
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  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 207,99 €
price for Spain (gross)
  • ISBN 978-3-642-09620-4
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  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

Natural Computing in Computational Finance is a innovative volume containing fifteen chapters which illustrate cutting-edge applications of natural computing or agent-based modeling in modern computational finance. Following an introductory chapter the book is organized into three sections. The first section deals with optimization applications of natural computing demonstrating the application of a broad range of algorithms including, genetic algorithms, differential evolution, evolution strategies, quantum-inspired evolutionary algorithms and bacterial foraging algorithms to multiple financial applications including portfolio optimization, fund allocation and asset pricing. The second section explores the use of natural computing methodologies such as genetic programming, neural network hybrids and fuzzy-evolutionary hybrids for model induction in order to construct market trading, credit scoring and market prediction systems. The final section illustrates a range of agent-based applications including the modeling of payment card and financial markets. Each chapter provides an introduction to the relevant natural computing methodology as well as providing a clear description of the financial application addressed.

The book was written to be accessible to a wide audience and should be of interest to practitioners, academics and students, in the fields of both natural computing and finance.

Table of contents (15 chapters)

Table of contents (15 chapters)

Buy this book

eBook 166,59 €
price for Spain (gross)
  • ISBN 978-3-540-77477-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 207,99 €
price for Spain (gross)
  • ISBN 978-3-540-77476-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 207,99 €
price for Spain (gross)
  • ISBN 978-3-642-09620-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Natural Computing in Computational Finance
Editors
  • Anthony Brabazon
  • Michael O'Neill
Series Title
Studies in Computational Intelligence
Series Volume
100
Copyright
2008
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-77477-8
DOI
10.1007/978-3-540-77477-8
Hardcover ISBN
978-3-540-77476-1
Softcover ISBN
978-3-642-09620-4
Series ISSN
1860-949X
Edition Number
1
Number of Pages
X, 303
Topics