Development of Trading Systems using Genetic Programming with a Case Study

Name: Development of Trading Systems using Genetic Programming with a Case Study
Brand: Examicus Publishing
SKU: 9783869432038
Price: 41.5 EUR
Availability: InStock

Autor: Holger Hartmann

Jazyk:

Väzba: Brožovaná

Vydavateľ: Examicus Publishing

Dostupnosť: Skladom u dodávateľa

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41.50 €

Diploma Thesis from the year 2007 in the subject Computer Science - Programming, grade: 1.7, Univers...

Informácie o knihe

Autor

Holger Hartmann

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2012

Stránok

104

EAN

9783869432038

ISBN

3869432039

Enbook ID

01893437

Vydavateľ

Examicus Publishing

Hmotnosť

145

Rozmery

148 x 210 x 6

Kompletný popis

Diploma Thesis from the year 2007 in the subject Computer Science - Programming, grade: 1.7, University of Hamburg, language: English, abstract: In this thesis Genetic Progrmming is used to create trading systems for the EUR/USD foreign exchange market using intraday data. In addition to the exchange rates several moving averages are used as inputs. The developed evolutionary algorithm extends the framework ECJ. The created trading systems are being evaluated by a fitness function that consists of a trading simulation. Genetic operators have been adapted to support "node weights". By using these on the one hand macromutaion is tried to be reduced on the other hand the interpretability of the created trading systems is tried to be improved.Results of experiments show that created trading systems are apparently successfull in profitably using informations contained within the exchange rates. Profits of the created trading systems are maximized by using the optimal position size. It is shown that if the minimum investment period is met the achieved results are optimal even when taking into account the used risk adjusted performance figure.

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Development of Trading Systems using Genetic Programming with a Case Study

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