Anthony Brabazon

(Author)

Biologically Inspired Algorithms for Financial Modelling (2006)Hardcover - 2006, 16 December 2005

Biologically Inspired Algorithms for Financial Modelling (2006)
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Part of Series
Natural Computing
Print Length
277 pages
Language
English
Publisher
Springer
Date Published
16 Dec 2005
ISBN-10
3540262520
ISBN-13
9783540262527

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.

Product Details

Authors:
Anthony BrabazonMichael O'Neill
Book Edition:
2006
Book Format:
Hardcover
Country of Origin:
DE
Date Published:
16 December 2005
Dimensions:
23.88 x 15.9 x 2.16 cm
ISBN-10:
3540262520
ISBN-13:
9783540262527
Language:
English
Location:
Berlin, Heidelberg
Pages:
277
Publisher:
Weight:
566.99 gm

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