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Design and Optimalization of Automated Trading System for Currency Market
Pozník, Petr ; Stoklásek, Libor (referee) ; Budík, Jan (advisor)
The main objective of this thesis is to design and optimize an automated trading system so as to achive stable equity curve and profit. This model is tested on historical and current market data. Area of trading in the currency markets by using automated trading systems is very large and therefore the biggest focus is on current aproaches to technical analysis, automated systems and summarizes interesting ideas which are used to design my own automated strategy. After completing system design and optimization of the selected input parameters follows its testing on historical data and simulation of real market environment. In both cases the equity curve is profitable and shows a trend of steady growth.
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The Use of Artificial Intelligence on Capital Markets
Dzuro, Daniel ; Budík, Jan (referee) ; Dostál, Petr (advisor)
The objective of this thesis is to evaluate the possibility of creating a tool capable of predicting commodity prices. Along with other business strategies, tools and markets analyses for financial and capital markets, this tool should help make the best estimate of future developments on the observed markets. The main market, on which this work is focused, is the agricultural commodities market, namely corn and its related markets. The fundamental basis upon which the arguments in this thesis are built, is the use of artificial intelligence, particularly neural networks. The whole application is presented using a graphical user interface that allows even those with little or no understanding of this field to delve deeper into the interesting area - using modern computer systems to support trading activities.
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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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Algorithmics to Support Decision-making in Financial Markets
Kvapil, Juraj ; Budík, Jan (referee) ; Dostál, Petr (advisor)
The diploma thesis is focused on area of algorithmic trading. The main focus in this thesis is aimed towards algorithmic solution to arbitrage trading scheme. This system can be categorized as a high frequency trading system that can trade almost risk free in case that ideal technical conditions are met. Model in this thesis is backtested on cryptocurrency Bitcoin, the reason for that is balance between asset liquidity and amount of opportunities that occur on markets for this trading model. System can be used as well on other instruments that have similar characteristics. The main use case for this tool is to provide real time information for trader about occurring opportunities. Used software core has also ability to place automated trading orders based on results of analysis.
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The Investment Models in an Environment of Financial Markets
Repka, Martin ; MSc, Martin Volko (referee) ; Budík, Jan (advisor)
This thesis focuses on automated trading systems for financial markets trading. It describes theoretical background of financial markets, different technical analysis approaches and theoretical knowledge about automated trading systems. The output of the present paper is a diversified portfolio comprising four different investment models aimed to trading futures contracts of cocoa and gold. The portfolio tested on market data from the first quarter 2013 achieved 46.74% increase on the initial equity. The systems have been designed in Adaptrade Builder software using genetic algorithms and subsequently tested in the MetaTrader trading platform. They have been finally optimized using sensitivity analysis.
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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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