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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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Design and Optimization of Automatic Trading System for Forex
Dufek, Radim ; Menšík, Jakub (referee) ; Budík, Jan (advisor)
This thesis deals with the design and optimization of an automatic trading system based on trend indicators. This thesis describes entire proces of system development from its parts to the whole system. It focuses on the optimization of each part and the complete system. This thesis also describes the testing proces of the systém on historical data and its application on the latest data.
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Investment Strategy Based on Bollinger Bands
Borek, Martin ; Horinová, Jana (referee) ; Budík, Jan (advisor)
This thesis deals with the automatization and comparison of two different strategies for the forex markets, based on the indicator, one from the tools of technical analysis, called Bollinger Bands. Both strategies are first optimized and then compared. Automatization of strategies will be implemented by? using the Meta Quotes Language for MetaTrader broker and its testing will be done on historical data. The goal with this thesis is the operational objective application of the better strategy in the environment of real market.
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Portfolio Optimization Using Metaheuristics
Haviar, Martin ; Doubravský, Karel (referee) ; Budík, Jan (advisor)
This thesis deals with design and implementation of an investment model, which applies methods of Post-modern portfolio theory. Particle swarm optimization (PSO) metaheuristic was used for portfolio optimization and the parameters were analyzed with several experiments. Johnsons SU distribution was used for estimation of future returns as it proved to be the best of analyzed distributions. The result is software application written in Python, which is tested for stability and performance of model in extreme situations.
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Automated Trading System for Commodity Markets
Kliment, Vojtěch ; Novotná, Veronika (referee) ; Budík, Jan (advisor)
This master’s thesis primary deals with a design and a development of own automated trading system which is specialized for commodity markets, especially corn, soybean, wheat and slightly for gold. You can find theoretical basics of technical analysis here, then technical indicators, risk management and trading systems themselves. System is completely designed and programmed in MetaTrader trading platform with using programming language MQL and genetic algorithms. The output of this thesis is portfolio containing six trading strategies which achieved totally 42,4 % increase in three months at the end of year 2014.
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Design of Automatic Trading Systém Based on Fractal Geometry
Malý, Petr ; Dostál, Petr (referee) ; Budík, Jan (advisor)
This thesis deals with an analysis and prediction of foreign exchange markets. The thesis is based on the fractal market hypothesis and it uses tools based on fractal geometry for prediction of markets. The thesis also describes ways of using advanced methods of artificial intelligence for analyzing markets. The outcome is designed and implemented automatic trading system. The thesis also deals with testing of designed system on historical data and on the latest data as well.
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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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