Intelligent Financial Portfolio Composition based on Evolutionary Computation Strategies

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.

Sommario

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

Riassunto

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.

Dettagli sul prodotto

• Autori: Antoni Gorgulho, Antonio Gorgulho, Nuno Horta, Nuno C G Horta, Nuno C. G. Horta, Nuno C.G. Horta, Rui Neves, Rui F M Neves, Rui F M F Neves, Rui F. M. F. Neves, Rui F.M.F. Neves
• Editore: Springer, Berlin
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 01.12.2012
• EAN: 9783642329883
• ISBN: 978-3-642-32988-3
• Pagine: 77
• Peso: 162 g
• Illustrazioni: XI, 77 p. 30 illus., 15 illus. in color.
• Serie: SpringerBriefs in Applied Sciences and Technology; SpringerBriefs in Applied Sciences and Technology / SpringerBriefs in Computational Intelligence; SpringerBriefs in Computational Intelligence; SpringerBriefs in Applied Sciences and Technology; SpringerBriefs in Computational Intelligence
• Categorie: Scienze naturali, medicina, informatica, tecnica > Tecnica > Tematiche generali, enciclopedie; Scienze sociali, diritto, economia > Economia > Management