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Management of free capital on the financial market
Malo, Dominik ; Dostál, Petr (referee) ; Budík, Jan (advisor)
This diploma thesis deals with the management of free capital of a selected company on the financial market with a focus on mutual funds and ETFs. The result is the construction and analysis of the potential appreciation of the investment strategy interpreted through historical data and a comparison of the results with alternative options for the appreciation of financial capital, especially in the form of mutual funds.
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The Use of Artificial Intelligence for Decision Making in the Firm
Seryj, Michal ; Budík, Jan (referee) ; Dostál, Petr (advisor)
Diploma thesis deals with design of a model for currency rate prediction by using artificial intelligence as a tool for decision making process in business and public administration. Concrete usage of this prediction is applied in company TechPlasty s.r.o. The thesis focuses on analysis of input data, optimization of a prediction model and evaluation of the results and their profit for the selected company.
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Algorithmization for decision support
Magda, Michal ; Budík, Jan (referee) ; Dostál, Petr (advisor)
The aim of this bachelor thesis is a strategy creation for bitcoin towards dollar (BTC/USD) on the MetaTrader5 (MT5) platform by utilizing programming language MQL5. The basis of the analysis is to import data from crypto-exchange into the MT5 platform, to program a special strategy based on technical indicators and to backtest the performance efficiency on the historical growth of the bitcoin value. Created solution provides a trading robot with simple access to the crucial parameters modification. Primal finding is the ability to predict the future value of bitcoin, evaluation and comparsion between the revenue and risk.
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Cryptocurrency Wallets
Mařík, Tomáš ; Budík, Jan (referee) ; Luhan, Jan (advisor)
The aim of the thesis is to assess investment and technological potential cryptocurrencies on the basis of their technical, economic and legal analysis. The work deals cryptocurrencies, analysis and wallet selection.
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The Use of Artificial Intelligence for Decision Making in the Firm
Volný, Miloš ; Budík, Jan (referee) ; Dostál, Petr (advisor)
This thesis is concerned with future trend prediction on capital markets on the basis of neural networks. Usage of convolutional and recurrent neural networks, Elliott wave theory and scalograms for capital market's future trend prediction is discussed. The aim of this thesis is to propose a novel approach to future trend prediction based on Elliott's wave theory. The proposed approach will be based on the principle of classification of chosen patterns from Elliott's theory by the way of convolutional neural network. To this end scalograms of the chosen Elliott patterns will be created through application of continuous wavelet transform on parts of historical time series of price for chosen stocks.
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Financial management of company on the capital market
Štíbal, Matěj ; MBA, Libor Stoklásek, (referee) ; Budík, Jan (advisor)
The bachelor thesis deals with the proposal of processes for capital company management on the capital market, focusing on the appreciation of free funds. The free funds are valued using an investment strategy for the stock market, the results of which are interpreted on historical exchange data. A risk analysis and subsequent economic impact on the financial situation of the company is carried out.
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Design and Optimization of Automated Trading System
Galdia, Jan ; Hönigová, Kristýna (referee) ; Budík, Jan (advisor)
The bachelor thesis deals with the design and optimization of the automatic trading system in the foreign exchange market. The thesis contains the principle of functioning of the Forex market brokerage practices and last but not least the author describes the development of the automatic trading system with the search for profitable setting. This work can serve as a small guide for an investor who wants to trade on Forex.
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The Investment Models in an Environment of Financial Markets
Krňávek, Jan ; Lukeš, Zdeněk (referee) ; Budík, Jan (advisor)
The thesis deals with the optimization of the selected investment portfolio. Solver suggests automated investment model that will use advanced algorithms based on artificial intelligence and principles of technical analysis. Optimization of parameters and verifying the performance of the investment model is realized on historical market data. The result of this thesis is optimized investment model with an emphasis on maximizing profits and stability. The thesis is realized in an environment Python programming language and freely available analytical libraries.
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