Development of Trading Systems using Genetic Programming with a Case Study / Najlacnejšie knihy
Development of Trading Systems using Genetic Programming with a Case Study

Kod: 01607080

Development of Trading Systems using Genetic Programming with a Case Study

Autor Holger Hartmann

Diploma Thesis from the year 2007 in the subject Business economics - Banking, Stock Exchanges, Insurance, Accounting, grade: 1,7, University of Hamburg (Department Informatik), 69 entries in the bibliography, language: English, a ... więcej

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Opis

Diploma Thesis from the year 2007 in the subject Business economics - Banking, Stock Exchanges, Insurance, Accounting, grade: 1,7, University of Hamburg (Department Informatik), 69 entries in the bibliography, 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.

Szczegóły książki

Kategoria Książki po angielsku Economics, finance, business & management Industry & industrial studies

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