Téléchargez le livre : Biologically Inspired Algorithms for Financial Modelling

Biologically Inspired Algorithms for Financial Modelling

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Éditeur :

Springer


Collection :

Natural Computing Series

Paru le : 2006-03-28

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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.
Pages
277 pages
Collection
Natural Computing Series
Parution
2006-03-28
Marque
Springer
EAN papier
9783540262527
EAN PDF
9783540313076
Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
27
Taille du fichier
3092 Ko
Prix
94,94 €

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