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Biologically Inspired Algorithms for Financial Modelling (Natural Computing Series) - Hardcover

Buch 4 von 32: Natural Computing

Brabazon, Anthony; O'Neill, Michael

 
9783540262527: Biologically Inspired Algorithms for Financial Modelling (Natural Computing Series)
Hardcover
ISBN 10: 3540262520 ISBN 13: 9783540262527
Verlag: Springer, 2005

Inhaltsangabe

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.

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Verlag
Springer
Erscheinungsdatum
2005
Sprache
Englisch
ISBN 10 
3540262520
ISBN 13 
9783540262527
Einband
Gebundene Ausgabe
Anzahl der Seiten
292
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