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Automated trading systems
Šafář, Vítězslav ; Hříbek, David (referee) ; Rozman, Jaroslav (advisor)
Trading in the financial market is something almost everyone has heard of these days, but automated trading is still a novelty for most. The aim of this bachelor's thesis is to design and create several automatic trading systems using the application programming interface provided by XTB, and subsequently evaluate these automated trading systems using historical data. The thesis presents four differently complex automated trading systems, achieving various profits at certain risk levels. Furthermore, the thesis demonstrates the usability of the mentioned XTB application programming interface. The best-designed system evaluated was the one utilizing the MACD indicator,which achieved an average annual return of around 13.5 % with a level of risk of loss, approximately 39 %.
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Design of Automatic Trading System for Intraday Trading on Forex
Neřád, Václav ; Cibula, Peter (referee) ; Budík, Jan (advisor)
This diploma thesis deals with theoretical and practical aspect of the Forex market and all important information that is necessary for its understanding and trading on this market, focused on intraday trading with automated trading system. The main goal of this thesis is to create whole information source for beginner forex traders and to describe them all trading risks and the ways how to reduce these risks, for example through the using of money management and creating suitable automated trading strategy. The next part describes fundamental, technical and partly psychological analysis. This part is mainly focused on technical analysis and describing well known and the most widely used indicators of technical analysis. Based on gained knowledge, several automated intraday trading strategies suitable for small initial capital on the most liquid currency pair EUR/USD are designed, tested and evaluated. These strategies are based on technical indicators and its combinations.
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Design and Optimalization of Automatic Trading System
Boček, František ; Plaček, Marek (referee) ; Budík, Jan (advisor)
The goal of this work is to describe approaches to financial market analysis and implement chosen approaches in automatic trading system in the MetaQuote Language environment for Metatrader platform. Another objective is to optimise the designed trading system and test additional rules to achieve maximum profit during minimalization risks.
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Technical Analysis
Kosek, Lukáš ; Doubravský, Karel (referee) ; Novotná, Veronika (advisor)
This thesis deals with problems of the technical analyses and its usage during creation of the automated trading systems. Theoretical section explains the basic principles of functioning of the monetary market (Forex) and includes technical indicators. Portfolio of strategies, as output of this work, was applied onto monetary pairs of Euro/American dollar and British pound/American dollar. Computer program Adaptrade Builder was used for proposed commercial strategies with help of the genetic algorithms and subsequently tested on the MetaTrader 4 commercial platform.
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Automatic Trading System for CFD Markets
Novák, Milan ; Novotná, Veronika (referee) ; Budík, Jan (advisor)
This thesis deals with design, optimization and testing of an automated trading system intended for trading CFD contracts. The strategy is based on a combination of a moving average and a custom indicator, which gives signals based on convergence of signals of other monitored indicators. The designed automated trading system also contains a simple, but efficient money management. It is responsible for risking a constant portion of current account balance on each trade. The thesis continues with comparison of three ways to optimize chosen input parameters and comparison of performance of the strategy for ten tested market symbols.
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Transformation of Trading Strategies in the MetaLang Language on Parallel Codes Accelerated by a Supercomputer
Halfar, Vítězslav ; Šimek, Václav (referee) ; Jaroš, Jiří (advisor)
The aim of this bachelor thesis is to design and implement a software - MetaTester, which deals with testing and optimizing of the automated trading systems made for platform MetaTrader 4. This system handles performance problems of the most widespread business platform in the world, used to trade in the biggest world market - Forex, with the parallelization of processes and IT potential of supercomputers. The thesis describes the architecture of the system, solving problems, the implementation of sectional parts and special techniques to provide the highest computing performance. At the end of the thesis, there are summarized achievements of the platforms MetaTrader and MetaTester.
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Technical Analysis
Spáčil, Přemysl ; Budík, Jan (referee) ; Novotná, Veronika (advisor)
This master’s thesis is focused on the development, optimization and testing automated trading systems (ATS) using technical analysis. The first part, which describes mainly theoretical background, is followed by the practical part. This section deals with designing workflow for the development of ATS. Outcome of this thesis is portfolio of strategies that can be traded on e-mini markets. Some systems have been designed in Adaptrade Builder using genetic algorithms, while all testing was performed in TradeStation platform.
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