|
|
Coalition Formation in Multiagent Systems Using Genetic Algorithms
Kučera, Tomáš ; Uhlíř, Václav (referee) ; Zbořil, František (advisor)
This thesis discusses the basics of software agents and the way they form the multiagent coalitions. Genetic algorithms are introduced as one of the methods of solving the coalition formation problem. MAPC 2018 competition is introduced, which inspired the final design and implementation of the solution by using the tools described. A demo project was created, in which agents communicate with the MASSim server and gather data which is then used as an input into the genetic algorithm. Its purpose is to assign the agents to the tasks based on the input data, so that the tasks can be accomplished in the most effective manner possible. The results of this algorithm are evaluated in experiments which are focused on the quality of the solutions found as well as the time required for the calculation.
|
|
|
Virtual Power Plant Anomaly Detection
Vymazal, Jan ; Kočí, Radek (referee) ; Zbořil, František (advisor)
This bachelor thesis deals with the implementation of a multi-agent system for the detection and prediction of anomalies during the operation of a virtual power plant. The thesis also deals with the implementation of a simulation that puts this multi-agent system into an environment that reflects the gradual addition of data in the real world. It also deals with the principles of communication between agents in a multi-agent environment according to FIPA standards. As part of the work, I created the multi-agent system in the JADE framework in the Java programming language and a script in the Python programming language that implements the simulation.
|
|
|
Parallel Artificial Life Simulator
Luža, Radim ; Peringer, Petr (referee) ; Martinek, David (advisor)
This thesis describes project of parallel simulator of agent system. At the begining it explains necessary theory. Further follows description of design of particular software application. Final part contains set of test results and discussion. In the final part there is also comparison of parallel algorithms used for next simulator state computation.
|
|
|
Multiagent Support for Strategic Games
Knapek, Petr ; Uhlíř, Václav (referee) ; Zbořil, František (advisor)
This thesis is dedicated to creating a new system with capabilities to create new generic, autonomous strategy computer game controlling elements based on multi-agent systems with social, intelligent decision-making and learning skills. Basic types of strategy games and problems of their playing will be introduced, along with currently used methods of intelligent game AI development. This thesis also presents design and implementation of the new system, working model for a specific game and results obtained while testing it.
|
|
|
Classification in Data Streams Using Ensemble Methods
Jarosch, Martin ; Zendulka, Jaroslav (referee) ; Hlosta, Martin (advisor)
This master's thesis deals with knowledge discovery and is focused on data stream classification. Three ensemble classification methods are described here. These methods are implemented in practical part of this thesis and are included in the classification system. Extensive measurements and experimentation were used for method analysis and comparison. Implemented methods were then integrated into Malware analysis system. At the conclusion are presented obtained results.
|
|
|
Dynamic Models of Power-Generating Modules
Kopička, Marek ; Máslo, Karel (referee) ; Procházka, Karel (referee) ; Eleschová, Žaneta (referee) ; Drápela, Jiří (advisor)
The dissertation thesis deals with the design of the concept and implementation of models of electrical power system elements with regard to the potential of the use of computer programs – simulations. The solution of the thesis focuses on the compliance simulations of power-generating modules according to RfG (Requirements for Generators), as a document which setting out the requirements for the connection of power-generating facilities and also focuses on the issue of smart grids and MAS (Multi-Agent Systems) respectively. The framework of the thesis is thus defined by the area of requirements for power-generating modules according to legislative requirements (not only RfG, but also related standards incl. DSC (Distribution System Code), CSN EN 50438 and CSN EN 50549), requirements for agent functionalities and power-generating module abilities to operate in synchronous and island operation, including transitions between them, the process of synchronization (phasing) and communication between the individual elements of the power system.
|
|
|
Sustainable tourism in the Třeboň Region from the perspective of local actors
MERČÁKOVÁ, Michaela
Tourism is a source of livelihood all over the world. Tt is no different in Třeboňsko either. However, the development of tourism cannot continue at the same pace as before. It is necessary to realize the limits of the territories on which tourism happpens and start not only thinking, but also behaving more sustainably although it may not be easy at the beginning. Tourism doesn´t affects only the economy of the area but also the local people and nature. Overall, it brings economic, social, environmental and also cultural impacts to the area in which it happens. The area of Třeboňsko is known for its preserved nature in the Třeboňsko PLA. It is mainly thanks to this nature that it is the destination of many tourists every year, who have a choice of many forms of sustainable tourism here. This work deals with the tourism sector, sustainability and sustainable development of tourism. Furthermore, sustainable forms of tourism offered by Třeboň Region are listed here . The thesis analyzes the opinion and approach of residents to the development of tourism in Třeboňsko, but also of other local actors, namely the city of Třeboň, the PLA Třeboňsko, the Třeboňsko Microregion and the Třeboňsko MAS. The main goal of the work is to evaluate the cooperation between these actors and the perception of the sustainability of tourism by the local residents of the Třeboň region. Based on the evaluation of the questionnaire survey, the processing of information from the strategic documents of local actors and the study of the literature, measures are proposed in the work that will support the development of tourism in the Třeboň region in a sustainable form.
|
|
|
Integrované nástroje a jejich průnik v území: CLLD a ITI
Videnský, Adam
The subject of this bachelor thesis is to get acquainted with the specifics of regional development in the context of integrated tools Community-led local development (CLLD) and Integrated territorial investments (ITI), the extent of their use and verification of the hypothesis of possible benefits for municipalities, resulting from the availability of these integrated tools. The work also focuses on issues concerning region, the reasons for emergence of regional disparities and regional policy within the European Union and the Czech Republic and briefly outlines its development. It also introduces the area of strategic planning and its importance in terms of regional development.In order to verify the above mentioned hypothesis, an analysis of municipalities was performed in the selected area, which were divided into four groups depending on the affiliation to the territory. These groups of municipalities were further compared and evaluated on the basis of set indicators.
|
|
|
Virtual Power Plant Anomaly Detection
Vymazal, Jan ; Kočí, Radek (referee) ; Zbořil, František (advisor)
This bachelor thesis deals with the implementation of a multi-agent system for the detection and prediction of anomalies during the operation of a virtual power plant. The thesis also deals with the implementation of a simulation that puts this multi-agent system into an environment that reflects the gradual addition of data in the real world. It also deals with the principles of communication between agents in a multi-agent environment according to FIPA standards. As part of the work, I created the multi-agent system in the JADE framework in the Java programming language and a script in the Python programming language that implements the simulation.
|
|
|
Dynamic Models of Power-Generating Modules
Kopička, Marek ; Máslo, Karel (referee) ; Procházka, Karel (referee) ; Eleschová, Žaneta (referee) ; Drápela, Jiří (advisor)
The dissertation thesis deals with the design of the concept and implementation of models of electrical power system elements with regard to the potential of the use of computer programs – simulations. The solution of the thesis focuses on the compliance simulations of power-generating modules according to RfG (Requirements for Generators), as a document which setting out the requirements for the connection of power-generating facilities and also focuses on the issue of smart grids and MAS (Multi-Agent Systems) respectively. The framework of the thesis is thus defined by the area of requirements for power-generating modules according to legislative requirements (not only RfG, but also related standards incl. DSC (Distribution System Code), CSN EN 50438 and CSN EN 50549), requirements for agent functionalities and power-generating module abilities to operate in synchronous and island operation, including transitions between them, the process of synchronization (phasing) and communication between the individual elements of the power system.
|
guest ::
