Biologically Inspired Algorithms for Financial Modelling

Name: Biologically Inspired Algorithms for Financial Modelling
SKU: 11157864
Price: 294.00 NZD
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Paperback / softback

Series:

Natural Computing Series

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Description

Predicting the future for financial gain is a difficult, sometimes profitable activity. The focus of this book is the application of biologically inspired algorithms (BIAs) to financial modelling. In a detailed introduction, the authors explain computer trading on financial markets and the difficulties faced in financial market modelling. Then Part I provides a thorough guide to the various bioinspired methodologies -- neural networks, evolutionary computing (particularly genetic algorithms and grammatical evolution), particle swarm and ant colony optimization, and immune systems. Part II brings the reader through the development of market trading systems. Finally, Part III examines real-world case studies where BIA methodologies are employed to construct trading systems in equity and foreign exchange markets, and for the prediction of corporate bond ratings and corporate failures. The book was written for those in the finance community who want to apply BIAs in financial modelling, and for computer scientists who want an introduction to this growing application domain.

Release date NZ

February 12th, 2010

Author

Audience

Professional & Vocational

Edition

Softcover reprint of hardcover 1st ed. 2006

Illustrations

XV, 277 p.

Pages

277

Series

Natural Computing Series

Dimensions

156x234x15

ISBN-13

9783642065736

Product ID

11157864

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