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Automated Investment Strategy for Trading Selected Cryptocurrency
Melzrová, Anežka ; Budík, Jan (referee) ; Luhan, Jan (advisor)
This master's thesis deals with an automated investment strategy designed for the cryptocurrency market. The selected cryptocurrency is characterized and analyzed. Existing automated investment strategies are evaluated and then a custom automated investment strategy is proposed. All the strategies are tested on historical data of the selected cryptocurrency and their contribution is evaluated.
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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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Analysis of Investment in Cryptocurrencies
Sýkorová, Lucie ; Budík, Jan (referee) ; Luhan, Jan (advisor)
In my bachelor thesis I analyse the investment potential of cryptocurrencies. In addition to a general introduction to cryptocurrencies, I will mainly focus on Bitcoin, which is currently their most important representative. Based on the outputs from the theoretical and practical part of the bachelor´s thesis, I will compare investments in Bitcoin against the most popular investment commodity, which is gold. Furthermore, I will present my own assumption of the future development of Bitcoin. In the end I will describe my own proposal of a strategy for investing in cryptocurrencies.
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Algorithmization for decision support
Strečková, Nikola ; Budík, Jan (referee) ; Dostál, Petr (advisor)
This thesis is focused on understanding investment strategies on cryptocurrency markets and thanks to the own algorithm create an automated program to support the decision making. To deploy and develop the algorithm is used MetaTrader5 platform, which uses the MQL5 programming language. The strategy was backtested on historical data of BTCUSD and BTCEUR to validate the efficiency of the strategy.
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The Use of Artificial Intelligence for Decision Making in the Firm
Šlemenda, David ; Budík, Jan (referee) ; Dostál, Petr (advisor)
Diploma thesis deals with the creation of an automated trading system for foreign exchange market with the usage of artificial intelligence and elements of technical analysis. In the custom solution design a brokerage company for trading and backtesting is selected with the help of fuzzy logic. For selecting currency pairs for backtesting the strategy on is used method of clustering called self-organizing map. The particular ATS is created in MetaTrader4 platform with the usage of a programming language MQL4 and a FANN library for creating artificial neural networks.
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Algorithmization for decision support
Šišlák, Petr ; Budík, Jan (referee) ; Dostál, Petr (advisor)
The bachelor thesis is focused on the development of price indicators, which are used for effective trading on the stock exchange. Part of the work is a technical analysis of the selected currency pair at a chosen time and based on the results of create effective indicators and test them at different time intervals.
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Algorithmization for decision support
Kvapil, Juraj ; Budík, Jan (referee) ; Dostál, Petr (advisor)
The bachelor thesis is focused on area of algoritmic trading. The main focus in this thesis is aimed towards algorytmic solution to technical analysis on cryptocurrencies such as Bitcoin as well as on other instruments, for example currency pair EUR/USD. You will be presented with my method to maximize productivity and make trading efortless. My solution is based on real time runnig software, that is capable of detecting predetermined patterns in price charts. Software has also ability to place automated trading orders based on results of analisys.
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