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Biologically Inspired Algorithms for Financial Modelling by Anthony Brabazon, Michael O'Neill - Paperback
730.80 AED

Biologically Inspired Algorithms for Financial Modelling by Anthony Brabazon, Michael O'Neill - Paperback

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Category Type
Information Technology
ISBN
9783642065736
Author
Anthony Brabazon, Michael O'Neill
Publisher
Springer
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 ...

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    Specifications

    Category Type
    Information Technology
    ISBN
    9783642065736
    Languages
    English
    Item EAN
    2724437187018
    People
    Author
    Anthony Brabazon, Michael O'Neill
    Category Type
    Information Technology
    ISBN
    9783642065736
    Languages
    English
    Item EAN
    2724437187018
    People
    Author
    Anthony Brabazon, Michael O'Neill
    People
    Publisher
    Springer
    Technical Information
    Binding
    Paperback
    Languages and countries
    Book Language
    English
    Read more
  •  

    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

    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 Features:
    • Category: Information Technology
    • Binding: Paperback
    • Language of Text: English
    • Author(s): Anthony Brabazon, Michael O'Neill
    • Publisher: Springer
    • ISBN: 9783642065736
    • Number of Pages: 277
    • Dimensions: 9.21 x 6.14 x 0.62 inches
 

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