Intelligent Financial Portfolio Composition based on Evolutionary Computation Strategies
Author:   Antonio Gorgulho ,  Rui F.M.F. Neves ,  Nuno C.G. Horta
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   2013 ed.
ISBN:  

9783642329883


Pages:   77
Publication Date:   27 September 2012
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Intelligent Financial Portfolio Composition based on Evolutionary Computation Strategies


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Overview

The management of financial portfolios or funds constitutes a widely known problematic in financial markets which normally requires a rigorous analysis in order to select the most profitable assets. This subject is becoming popular among computer scientists which try to adapt known Intelligent Computation techniques to the market’s domain. This book proposes a potential system based on Genetic Algorithms, which aims to manage a financial portfolio by using technical analysis indicators. The results are promising since the approach clearly outperforms the remaining approaches during the recent market crash.

Full Product Details

Author:   Antonio Gorgulho ,  Rui F.M.F. Neves ,  Nuno C.G. Horta
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2013 ed.
Dimensions:   Width: 15.50cm , Height: 1.00cm , Length: 23.50cm
Weight:   1.533kg
ISBN:  

9783642329883


ISBN 10:   3642329888
Pages:   77
Publication Date:   27 September 2012
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Preface.- Introduction.- Related Work.- Solution’s Architecture.- System Validation.- Conclusions and Future Work.- References.- Appendixes.

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