This master thesis deals with issues connected with using artificial intelligence in metal exchange. It describes theoretical bases of financial markets, various methods of analyses and artificial intelligence. Main accent is put on creating functional models in Matlab program which will predicate incoming values of time series. Part of the thesis is description of company, for which are those models of neural networks for supporting decision making created.

The subject of the thesis is the investment recommendations of companies operating in the automotive industry to purchase strategic raw materials, such as in particular platinum, palladium and rhodium. Thesis include a theoretical description of the topic, respectively certain forms of hedging, instruments used to hedge and brief characteristics of precious metals. Analytical and proposed section of the thesis contains specific methods, procedures and its own approach used to meet the global target of thesis.

This thesis deals with problems of automatic trading system for trading on commodity exchange. Automated trading system for the purpose of this thesis is based on the principle of adaptive moving average. This principle is processed initially at a theoretical level, then the thesis analyzes the problem of making automated trading system and risks of online trading. The final section describes implementation and testing of automatic trading system.

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The thesis deals with connectedness in the uncertainty of the carbon and power markets in Central Europe. While the drivers of power price were extensively documented in the literature, we investigate how uncertainty propagates between the German power market and its production factors using a recently developed framework of connectedness measurement. The connections in uncertainty on markets are insightful for the decision of the agents that require a premium for undertaking risk. The empirical results suggest that connectedness in uncertainty significantly varies over the studied period. The interdependence of power with coal decreases while the spillovers between gas and power rise on importance reflecting the changes in generation mix of Germany. For most of the period, the volatility of carbon and power markets is highly correlated. However, the share of volatility transmission spikes several times during the period of 2016-2019. In reaction to the reform of the EU Emission Trading Scheme, the uncertainty about emission allowance prices propagates to the German power market, increasing the uncertainty about power prices on the long horizon.

This thesis presents market stock trading focused on analysis of financial crisis which falls on world's biggest exchange stocks and strategy of trading for a small investor. In the first part of this thesis will be explained priciples of trading on stock markets with modern trading business platformes. I explain economic conections and economy cycles which influence development of financial markets. In second part of thesis I analyse financial crisis fall on stock markets, indexis, commodities (gold, silver, brend crude oil) and currency markets (forex). I appreciate situation in Czech republik and course of czech index PX. Important role has a fundamental and technical analysis. I will analyse and descript modern trends of this business.

The main goal of this work is to simplify the plethora of information on the topic of investment and formulate them into a form, that is understandable for the normal investor. Thus, the investor gets the theoretical framework to find appropriate product, or a way to to invest in capital markets. Partial aim is to highlight the pitfalls associated with investing, define essential factors necessary for the proper choice of each investment and give specifics of individual investment instruments. Last but not least, simulations of selected investment instruments, assessing their development along with identification key factors having influence on the result of investment.

This thesis deals with investing into commodity assets through financial and commodity derivates. In the first section there are introduced single commodities and their historical price trends. There are further analysed relevant financial products, their positives and negatives. Practical section carries out an analyse of current state of the commodity market and makes the prediction of the future development. Finally there are mentioned different sorts of risk investors recommendations.

Focus of master's thesis is usability of automated trading of commodities with automated trading systems – expert advisors. Thesis describe theoretical background of commodity markets, trading principles, technical analysis of market, design and implementation of strategy as expert advisor. In conclusion, results are analyzed.

This diploma thesis deals with theoretical and practical aspects of the commodity mar-ket. The automated trading system is designed and described there, which is focused on oil trades. The theoretical background as technical analysis, technical indicators descrip-tion or money management in trading, are described. The practical part of the thesis is focused on the analysis of oil market and the proposition of several strategies. These strategies are implemented subsequently to MQL4 language and tested on historical data.