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Surrogate-assisted Evolutionary Computation
Konečný, Štěpán ; Dobrovský, Ladislav (referee) ; Kůdela, Jakub (advisor)
This thesis deals with the optimization of flight profile design using surrogate models with differential evolution. The aim was to become familiar with the problem and possible solution procedures. The main objective was to create a surrogate model, implement it on the problem and then optimize it. In the introduction of the paper, the used surrogate models and evolutionary algorithms are described in detail. Subsequently, the control method, the optimization of expensive problems, the data acquisition issues for surrogate models and examples of practical applications of surrogate models are described. The paper concludes with a description of the optimization procedure and the results obtained by optimizing the flight profile design using the selected surrogate models, followed by an evaluation.
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Surrogate-assisted Evolutionary Computation
Konečný, Štěpán ; Dobrovský, Ladislav (referee) ; Kůdela, Jakub (advisor)
This thesis deals with the optimization of flight profile design using surrogate models with differential evolution. The aim was to become familiar with the problem and possible solution procedures. The main objective was to create a surrogate model, implement it on the problem and then optimize it. In the introduction of the paper, the used surrogate models and evolutionary algorithms are described in detail. Subsequently, the control method, the optimization of expensive problems, the data acquisition issues for surrogate models and examples of practical applications of surrogate models are described. The paper concludes with a description of the optimization procedure and the results obtained by optimizing the flight profile design using the selected surrogate models, followed by an evaluation.
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Restoration Information System ResIS comprehensive documentation of the physical condition of rare library holdings
Novotný, Jan ; Bratková, Eva (advisor) ; Marek, Jindřich (referee)
In comprehensive thesis are characterized particular collections of photographic documentation of historical library holdings which were found during the survey of secondary image information. The possibilities of documentation use from different time periods are mentioned during restoration works, conservation surveys and in specific cases of damage or total loss of the original. In detail are described essential factors affecting the quality of image recording and typical types of photographic documentation on so-called surrogates, which are under selective digitization incorporated into the digital archive of Restoration information system ResIS. Other part of thesis is devoted to the methodology of digitizing the photographic documentation on surrogates, which includes the building up archival organizing system. In part of analysis are mentioned the most important metadata formats for the description of historical written monuments and their field of application. The mapping of selected TEI P5 ENRICH metadata elements into the proposed hierarchical structure was solved in order to create new TEI_RESIS format. ResIS system is designed for the complex processing and presentation of documentation focused on physical condition of library holdings, the system is also used by retrospective way....
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Restoration Information System ResIS comprehensive documentation of the physical condition of rare library holdings
Novotný, Jan ; Bratková, Eva (advisor) ; Marek, Jindřich (referee)
In comprehensive thesis are characterized particular collections of photographic documentation of historical library holdings which were found during the survey of secondary image information. The possibilities of documentation use from different time periods are mentioned during restoration works, conservation surveys and in specific cases of damage or total loss of the original. In detail are described essential factors affecting the quality of image recording and typical types of photographic documentation on so-called surrogates, which are under selective digitization incorporated into the digital archive of Restoration information system ResIS. Other part of thesis is devoted to the methodology of digitizing the photographic documentation on surrogates, which includes the building up archival organizing system. In part of analysis are mentioned the most important metadata formats for the description of historical written monuments and their field of application. The mapping of selected TEI P5 ENRICH metadata elements into the proposed hierarchical structure was solved in order to create new TEI_RESIS format. ResIS system is designed for the complex processing and presentation of documentation focused on physical condition of library holdings, the system is also used by retrospective way....
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