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Lecturer(s)
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Course content
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Model and modeling - basic definitions, decision-making process in modeling. Modeling in Population Protection - current state, use. Graph theory - basics, history, use. Applications of selected algorithms from the field of graph theory - use for the field of population protection. Use of network analysis methods in the process of responding to emergency situations. Risk mapping - calculations, heatmap creation. Software support in the field of crisis management - characteristics of selected software tools. Knowledge-Based Decision-Making Methods - knowledge engineering and its appliacations. Advanced decision-making methods and their applications in population protection - artificial neural networks, genetic algorithms. Knowledge systems and their use in decision-making and modeling - characteristics of selected knowledge systems.
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Learning activities and teaching methods
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- Participation in classes
- 20 hours per semester
- Term paper
- 15 hours per semester
- Preparation for course credit
- 20 hours per semester
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| prerequisite |
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| Knowledge |
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| Basic knowledge of information and communication technologies, primarily with MS Word and MS Excel. |
| Basic knowledge of information and communication technologies, primarily with MS Word and MS Excel. |
| learning outcomes |
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| popsat metody analýzy a modelování scénářů v oblasti ochrany obyvatelstva |
| popsat metody analýzy a modelování scénářů v oblasti ochrany obyvatelstva |
| charakterizovat vybrané algoritmy z oblasti teorie grafů |
| charakterizovat vybrané algoritmy z oblasti teorie grafů |
| definovat metody síťové analýzy |
| definovat metody síťové analýzy |
| aplikovat pokročilé metody rozhodování |
| aplikovat pokročilé metody rozhodování |
| pracovat s vybranými softwarovými nástroji |
| pracovat s vybranými softwarovými nástroji |
| describe methods of scenario analysis and modeling in the area of population protection |
| describe methods of scenario analysis and modeling in the area of population protection |
| characterize selected algorithms from the field of graph theory |
| characterize selected algorithms from the field of graph theory |
| define network analysis methods |
| define network analysis methods |
| apply advanced decision-making methods |
| apply advanced decision-making methods |
| work with selected software tools |
| work with selected software tools |
| Skills |
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| stanovit pomocí vybraných metod modelování možné scénáře krizových situací |
| stanovit pomocí vybraných metod modelování možné scénáře krizových situací |
| plánovat a navrhnout odborný projekt |
| plánovat a navrhnout odborný projekt |
| samostatně užívat matematických metod pro modelování v oblasti ochrany obyvatelstva |
| samostatně užívat matematických metod pro modelování v oblasti ochrany obyvatelstva |
| vyhodnotit relevantnost navrženého modelu |
| vyhodnotit relevantnost navrženého modelu |
| provést analýzu rizik vybraného systému |
| provést analýzu rizik vybraného systému |
| determine possible scenarios of crisis situations using selected modeling methods |
| determine possible scenarios of crisis situations using selected modeling methods |
| plan and design a professional project |
| plan and design a professional project |
| independently use mathematical methods for modeling in the area of population protection |
| independently use mathematical methods for modeling in the area of population protection |
| evaluate the relevance of the proposed model |
| evaluate the relevance of the proposed model |
| perform a risk analysis of the selected system |
| perform a risk analysis of the selected system |
| teaching methods |
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| Knowledge |
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| Exercises on PC |
| Exercises on PC |
| Dialogic (Discussion, conversation, brainstorming) |
| Dialogic (Discussion, conversation, brainstorming) |
| Monologic (Exposition, lecture, briefing) |
| Monologic (Exposition, lecture, briefing) |
| Practice exercises |
| Practice exercises |
| Lecturing |
| Lecturing |
| Teamwork |
| Teamwork |
| assessment methods |
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| Analysis of a presentation given by the student |
| Analysis of a presentation given by the student |
| Analysis of seminar paper |
| Analysis of seminar paper |
| Preparation of a presentation, giving a presentation |
| Preparation of a presentation, giving a presentation |
| Preparation of a presentation |
| Preparation of a presentation |
| Conversation |
| Conversation |
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Recommended literature
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Alexander K Hartmann. Big practical guide to computer simulations. 2015. ISBN 9789814571760.
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Jean-Claude Thill. Spatial analysis and location modeling in urban and regional systems. Advances in geographic information science. 2018. ISBN 978-3-642-37895-9.
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Paul Beyon-Davies. Information Modelling: A Pragmatic Approach. 2022. ISBN 9783030988043.
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Pramod Belkhode, Prashant Maheshwary, Kanchan Borkar, J.P. Modak. Mathematical Modelling: Simulation Analysis and Industrial Applications. 2023. ISBN 9781003318699.
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Roger S. Pressman, Bruce Maxim. Software engineering: a practitioner's approach. 2015. ISBN 9781259253157.
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Terisa Roberts, Stephen J. Tonna. Practical Applications of Artificial Intelligence, Machine Learning, and Deep Learning. 2022. ISBN 9781119824930.
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