Intelligent Financial Portfolio Composition based on Evolutionary Computation Strategies

by Antonio Gorgulho
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Antonio Gorgulho Intelligent Financial Portfolio Composition based on Evolutionary Computation Strategies
Antonio Gorgulho - Intelligent Financial Portfolio Composition based on Evolutionary Computation Strategies

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Description

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.

Contributors

Author:
Antonio Gorgulho
Rui F.M.F. Neves
Nuno C.G. Horta

Further information

Illustrations Note:
15 SW-Abb., 15 Farbabb.
remarks:

Proposes genetic algorithms to manage financial porfolios


Provides information to predict the future movement of a stock’s


Interdisciplinary content of interest to a broad range of researchers and professionials, from computer scientists to economists

Media Type:
Softcover
Publisher:
Springer Berlin
Language:
English
Number of Pages:
77

Master Data

Product Type:
Paperback book
Release date:
September 27, 2012
Package Dimensions:
0.229 x 0.155 x 0.008 m; 0.159 kg
GTIN:
09783642329883
DUIN:
B2VDEBI3VQM
Manufacturer Part Number:
15 black & white illustrations
$79.94
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