Intelligent Financial Portfolio Composition based on Evolutionary Computation Strategies

Buch | Softcover
XI, 77 Seiten
2012 | 2013
Springer Berlin (Verlag)
978-3-642-32988-3 (ISBN)
53,49 inkl. MwSt
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.

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

Erscheint lt. Verlag 27.9.2012
Reihe/Serie SpringerBriefs in Applied Sciences and Technology
SpringerBriefs in Computational Intelligence
Zusatzinfo XI, 77 p. 30 illus., 15 illus. in color.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 162 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik
Wirtschaft Volkswirtschaftslehre Finanzwissenschaft
Wirtschaft Volkswirtschaftslehre Makroökonomie
Schlagworte Computational Finance • Portfolio Composition • Portfolio-Management • Stock Trading
ISBN-10 3-642-32988-8 / 3642329888
ISBN-13 978-3-642-32988-3 / 9783642329883
Zustand Neuware
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