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The Use of Means of Artificial Intelligence for the Decision Making Support on Stock Market
Vaško, Jan ; Kříž, Jiří (referee) ; Dostál, Petr (advisor)
Diploma thesis deals with analyzing the possibility of using artificial intelligence, specifically artificial neural networks and fuzzy logic, on the capital markets as a tool to support decision making in business. The Matlab software is used for this purpose. The work is divided into three parts. The first part deals with theoretical knowledge, brief description of the current situationin is covered in a second part and the theoretical solutions are applied to the system in the third section.
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Analysis of Market Results
Jakubík, Martin ; Hrubý, Martin (referee) ; Rozman, Jaroslav (advisor)
This thesis deals with the analysis of trading results generated by trading on the stock exchange. Introductory section explains the issue of expert advisors and position sizing models. The next section deal creation expert advisor and creation of library for position sizing models. Knowledges are analyzed in the test part of the work. Finally, we apply knowledges to automatic evaluation of risk to the trading system.
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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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Design of Automated Trading System for Currency Market
Polanský, Jan ; Podhajský, Jaroslav (referee) ; Budík, Jan (advisor)
The master’s thesis deals with trading the currency market. The aim of thesis is the creation of an automated trading system based on technical analysis. This thesis is divided into several parts. The theoretical aspects and analysis of current situation are followed by automated trading system proposal. The system is designed on basis of technical indicators and tested on historical data and then optimized.
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Design and Implementation of Automatic Trading System for Exchange Market
Doležal, Radek ; Jahoda, Michal (referee) ; Budík, Jan (advisor)
The subject of this diploma thesis is a design and implementation of an automated trading system for the forex market. It includes an analysis of the main concepts and methods of technical analysis and money management, which constitute an essential theoretical basis for the subsequent practical design of an automatic system. The objective of this work is a development of an automated trading system whose robustness and stability is tested by a walk forward analysis.
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Design and Use of Automatic Trading System for Increasing Company's Capital
Kněžínek, Michal ; Suchomel, Michal (referee) ; Budík, Jan (advisor)
This diploma thesis discusses about the possibilities of investing in the capital market with a focus on the foreign exchange market. Analysis of the company, whose output is SWOT analysis, is focused on the economic justification of investments. The essence is the proposal of automatic trading systems that will automatically trade on the basis of information from the market and add value to ivested capital. This automatic trading systems are designed in analytic platform named MetaTrader and their parameters are optimized by genetic algorithms.
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Currency Trading
Gazsi, Ján ; Dostál,, Petr (referee) ; Sojka, Zdeněk (advisor)
This thesis deals with the possibilities of electronic stock trading of currency pairs. It analyzes the basic conditions and criteria which trader needs to meet to be able to participate on this market. This master’s thesis describes the use of technical indicators and fundamental messages through electronic trading platforms. Further thesis graphically compares the types of trading according to the time horizonts and then concludes suggestions and recommendations.
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Automatic Trading System for Currency Pairs Using Technical Analysis
Padyšák, Jan ; Stoklásek, Libor (referee) ; Budík, Jan (advisor)
The aim of this work is to create an automated trading system for trading currency pairs using technical indicators and technical analysis. The proposed trading system is tested and optimized on historical price data. To verify the robustness of the proposed system was used walk-forward analysis. Automatic trading system also uses rules for position sizing and risk management of open positions. Created system is profitabel on historical price data and also in the walk-forward analysis.
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