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Simulation of Biological Processes Using Asynchronous Cellular Automata and Machine Learning
Kališ, Vojtěch ; Bidlo, Michal (referee) ; Fritz, Karel (advisor)
Tato práce zkoumá spojení asynchronních celulárních automatů a technik strojového učení pro simulaci komplexních biologických procesů. Jejím hlavním zaměřením je předvést vrozený potenciál výpočetního rámce konstruovaného spojením paralelismu aktualizačního modelu asynchronních celulárních automatů s prediktivními schopnostmi algoritmů strojového učení. Tato studie si klade za cíl demonstrovat kvality takového hybridního přístupu implementací tří matematických modelů celulárních automatů s rostoucí složitostí—tj., seřezeny podle stupně složitosti, Conwayova Hra Života, SmoothLife a Lenia—ve své základní formě a následnou integrací strojového učení do funkce dvou posledně jmenovaných, po čemž následuje porovnání výsledků obou přístupů.
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Self-Organization in Large Distributed Systems
Kunštátský, Martin ; Řezníček, Ivo (referee) ; Šperka, Svatopluk (advisor)
Gossip is a generic protocol which was designed for spreading information between nodes in large distributed decentralised systems. This protocol can be also used for many different applications including data aggregation, topology construction, etc. This work presents and describes a framework designed for facilitating modelling and simulation of Gossip-based systems.
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Artificial Life Models
Ďuričeková, Daniela ; Martinek, David (referee) ; Peringer, Petr (advisor)
This bachelor thesis describes design and implementation of an artificial life simulator. The work is divided into four parts. The aim of the first part is to provide a brief overview of artificial life and related terminology. The second part deals with selected design patterns and the process of designing a simulation system, whose purpose is to simulate an ecosystem of artificial life entities. The subsequent part focuses on implementation of individual system components. Finally, the system is tested and evaluated on two sample models.
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Artificial Life Simulator
Popek, Miloš ; Grulich, Lukáš (referee) ; Martinek, David (advisor)
Area of artificial life is very extensive. Simulations with reactive agents are the target of this work. Simulator of artificial life and language for definition agent's behavior are described in this work. Porposals a results of simulation made are described in this work.
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Self-Replication in Cellular Automata
Mikeš, Martin ; Bidlo, Michal (referee) ; Žaloudek, Luděk (advisor)
This thesis introduces cellular automata as an environment suitable for simulating complex and massively parallel systems, built from a large number of simple cooperating units. The thesis explores self-replication and self-replicating loops - structures operating within the cellular space, particularly those capable of carrying out useful tasks. The thesis provides a description of implementation of three such loops, executing following tasks: coloring of the space within a loop, construction of letters "MM" and binary addition. A practical usability is discussed at the end.
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Complexity in Cellular Automata
Hudcová, Barbora ; Mikolov, Tomáš (advisor)
In order to identify complex systems capable of modeling artificial life, we study the notion of complexity within a class of dynamical systems called cellu- lar automata. We present a novel classification of cellular automata dynamics, which helps us identify interesting behavior in large automaton spaces. We give a detailed comparison of our results to previous methods of dynamics classification. In the second part of the thesis, we study the backward dynamics of cellular au- tomata. We present a novel representation of one-dimensional cellular automata, which can be used to charcterize all their garden of eden configurations. We demonstrate the usefulness of this method on examples. 1
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Political and geographical factors causing the rise and spread of Islamic state
Plešivčák, Peter ; Tomeš, Jiří (advisor) ; Boleček, Vít (referee)
This bachelors thesis focuses on establishment of the Islamic State, which led to the outbreak of armed conflict, humanitarian catastrophe and widespread population migrations. As the threat of destabilization of the entire Middle East, attracted the attention of many disciplines, including political geography. The aim of the work is the literature review and assess the geopolitical map sources, religious and social causes of the Islamic state and attempt to justify its geographic spreading based on these factors. The work is focused mainly on assessing the impact of religious, ethnic and socio-economic structure of Iraq and Syria and the importance of regional differentiation of these factors for the emergence and spread of Islamic State.
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The Trasformation of Communication Models within Cyberspace
Bešťáková, Martina ; Marcelli, Miroslav (advisor) ; Kladný, Tomáš (referee)
Diploma thesis The transformation of communication models within cyberspace deals with the topic of communication on five current social network sites (Facebook, Twitter, LinkedIn, YouTube and Instagram). First part of the thesis focuses on theoretical background of traditional communication models. Selected models include: Shannon and Weaver Communication Model, Cultural and Ritual Model, Jakobson's Model, Publicity Model and communication model created by Vilem Flusser and Palo Alto School. Networked communication has been undergoing fast development which has caused that some communication models became obsolete. Thus it is necessary to define new communication features on social network sites, since these changes in conjunction with technology development and needs of contemporary society. User activity, cycle and egocentric communication processes, up-to-date and spontaneous content are the characteristic features of current communication on social network sites.
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Complexity in Cellular Automata
Hudcová, Barbora ; Mikolov, Tomáš (advisor) ; Kupsa, Michal (referee)
In order to identify complex systems capable of modeling artificial life, we study the notion of complexity within a class of dynamical systems called cellu- lar automata. We present a novel classification of cellular automata dynamics, which helps us identify interesting behavior in large automaton spaces. We give a detailed comparison of our results to previous methods of dynamics classification. In the second part of the thesis, we study the backward dynamics of cellular au- tomata. We present a novel representation of one-dimensional cellular automata, which can be used to charcterize all their garden of eden configurations. We demonstrate the usefulness of this method on examples. 1
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