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Design and Implementation of Automatic Trading System for Foriegn Exchange Market
Vojtěch, Tomáš ; Stoklásek, Libor (referee) ; Budík, Jan (advisor)
This diploma thesis deals with the design of a trading strategy and subsequent implementation of an automated trading system for the forex currency market. In this thesis, a "breakout" strategy with trade filtering based on moving average is created. Consequently, an automated trading system for the MetaTrader 4 platform is developed in MQL4 language. This thesis also deals with the back-testing and optimization of the system in order to maximize the stability and profit.
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Technical Analysis
Chocholáč, Adam ; Doubravský, Karel (referee) ; Novotná, Veronika (advisor)
Part of this Master’s thesis is an analysis of chosen technical indicators for selected currency pairs and following by creation business strategy. It includes theoretical basis of technical analysis. Next part describes the design of application to support technical analysis. Conclusion of thesis contains single business strategies.
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Proposal of an Automated Trading System for a Retail Investor
Maštalíř, Adam ; Stoklásek, Libor (referee) ; Budík, Jan (advisor)
The aim of the diploma thesis Proposal of an automated trading system for a retail investor is to propose and create an automated trading system in the forex foreign exchange market environment. Basing on an analysis of the current scientific knowledge about the topic and greatly focusing on stability and profitability of the system, a functional automated trading system fit for a retail investor is proposed. A practical application of this system on a portfolio of selected currency pairs is included in the thesis.
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Design of Automatic Trading System Based on Trend Indicators and Oscillators
Cibula, Peter ; Dostál, Petr (referee) ; Budík, Jan (advisor)
This thesis deals with the implementation of the software for automated stock trading based on trend indicators and oscillators. It describes the various signals that are provided by formations in charts and technical indicators, but also the possibility of using advanced artificial intelligence methods. This document describes entire development process of the software from individual parts to the folding of these parts into one system. It focuses on the optimization processes of individual parts, as well as a complete system. This thesis also deals with the testing of the system on historical data and its application on the latest data. It introduces the future plans, deployment options to the real market and its further improvement in order to develop ideal business system capable of autonomous thinking and trading.
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Design and Optimization of Automated Trading System on the Currency Markets
Kanoš, Petr ; Stoklásek, Libor (referee) ; Budík, Jan (advisor)
This master thesis deals with design of automated trading system for currency trading. The thesis includes testing of this system on historical data and its optimization for achieving stability and profit. Thesis is divided into theoretical, analytical and practical part. The goal of the first part is to provide theoretical knowledge of the currency market, methods for analysis of the currency market and to define fundamental terminology. Second part describes properties of technical analysis indicators and introduces optimization and testing methods for automated trading systems. The last part is focused on design, implementation, optimization and testing of the automated trading systems.
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Prediction of Exchange Rate Movements on Forex
Balog, Miroslav ; Menšík, Jakub (referee) ; Budík, Jan (advisor)
The thesis deals with the possibility of prediction of the exchange rate on forex. The combination of Elliott wave principle and Fibonacci numbers examines to what extent and in what time periods it is possible to predict exchange rate. The thesis use fundamental analysis and MACD oscillator to confirm the accuracy of this prediction.
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Design and Optimization of Automated Trading System
Ondo, Ondrej ; Gancarčík, Lukáš (referee) ; Budík, Jan (advisor)
This thesis focuses on automated trading systems for foreign exchange markets. It describes theoretical background of financial markets, technical analysis approaches and theoretical knowledge about automated trading systems. The output of the thesis is set of two automated trading systems built for trading the most liquid currency pairs. The process of developing automated trading system as well as its practical start up in Spartacus Company Ltd. is documented in the form of project documentation. The project documentation captures choosing necessary hardware components, their installation and oricess of ensuring smooth operation, as well as the selection and installation of the necessary software resources. In the Adaptrade Builder enviroment there has been shown the process of developing strategies and consequently theirs characteristics, performance, as well as a graph showing the evolution of the account at the time. Selected portfolio strategy has been tested in the MetaTrader platform and in the end of the thesis is offered assessing achievements and draw an overall conclusion.
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Algorithmic Trading Using Artificial Neural Networks
Červíček, Karel ; Glembek, Ondřej (referee) ; Szőke, Igor (advisor)
Forex is the biggest foreign exchange market. Thanks to high liquidity it is a good candidate for intraday trading with certain trading strategies based on technical and fundamental analysis.Trading strategies can be proposed for automatic algorithmic trading.Strategy in this article is designed with a neural network that holds positions as approximator of time series data based on the exchange rate, which can predict the future.
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Fundamental Based Forex Trading Strategy
Šebek, Jiří ; Rygl, Zdeněk (referee) ; Budík, Jan (advisor)
This thesis deals with design of Forex trading strategy. The main goal is to achieve satisfying trading results with strategy based on fundamental and technical analysis. This paper provides brief introduction into the International Interbank Foreign Exchange and describes basic principles of both technical and fundamental analysis. The most important part of this thesis contains the design of trading strategy and description of its implementation. Also the verication of suitability of designed strategy for Forex trading is involved.
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