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Markov Chain Aggregation for Agent-based Models
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Markov Chain Aggregation for Agent-Based Models (Understanding Complex Systems)
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Markov Chain Aggregation for Agent-Based Models (Understanding Complex Systems)
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Markov Chain Aggregation for Agent-Based Models (Understanding Complex Systems)
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Markov Chain Aggregation for Agent-based Models
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Markov Chain Aggregation for Agent-Based Models (Understanding Complex Systems)
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Markov Chain Aggregation for Agent-based Models
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Markov Chain Aggregation for Agent-Based Models 2016 (Understanding Complex Systems)
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Towards a Theoretical Framework for Analyzing Complex Linguistic Networks (Understanding Complex Systems)
Libro 11 di 30: Understanding Complex SystemsDa: Ria Christie Collections, Uxbridge, Regno Unito
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Towards a Theoretical Framework for Analyzing Complex Linguistic Networks (Understanding Complex Systems)
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Markov Chain Aggregation for Agent-Based Models
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Towards a Theoretical Framework for Analyzing Complex Linguistic Networks (Understanding Complex Systems)
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Markov Chain Aggregation for Agent-Based Models
Lingua: Inglese
Editore: Springer International Publishing, Springer International Publishing, 2018
ISBN 10: 3319796917 ISBN 13: 9783319796918
EUR 80,24
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Aggiungi al carrelloTaschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - This self-contained text develops a Markov chain approach that makes the rigorous analysis of a class of microscopic models that specify the dynamics of complex systems at the individual level possible. It presents a general framework of aggregation in agent-based and related computational models, one which makes use of lumpability and information theory in order to link the micro and macro levels of observation. The starting point is a microscopic Markov chain description of the dynamical process in complete correspondence with the dynamical behavior of the agent-based model (ABM), which is obtained by considering the set of all possible agent configurations as the state space of a huge Markov chain. An explicit formal representation of a resulting 'micro-chain' including microscopic transition rates is derived for a class of models by using the random mapping representation of a Markov process. The type of probability distribution used to implement the stochastic part of the model, which defines the updating rule and governs the dynamics at a Markovian level, plays a crucial part in the analysis of 'voter-like' models used in population genetics, evolutionary game theory and social dynamics. The book demonstrates that the problem of aggregation in ABMs - and the lumpability conditions in particular - can be embedded into a more general framework that employs information theory in order to identify different levels and relevant scales in complex dynamical systems.
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Aggiungi al carrelloBuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - This self-contained text develops a Markov chain approach that makes the rigorous analysis of a class of microscopic models that specify the dynamics of complex systems at the individual level possible. It presents a general framework of aggregation in agent-based and related computational models, one which makes use of lumpability and information theory in order to link the micro and macro levels of observation. The starting point is a microscopic Markov chain description of the dynamical process in complete correspondence with the dynamical behavior of the agent-based model (ABM), which is obtained by considering the set of all possible agent configurations as the state space of a huge Markov chain. An explicit formal representation of a resulting 'micro-chain' including microscopic transition rates is derived for a class of models by using the random mapping representation of a Markov process. The type of probability distribution used to implement the stochastic part of the model, which defines the updating rule and governs the dynamics at a Markovian level, plays a crucial part in the analysis of 'voter-like' models used in population genetics, evolutionary game theory and social dynamics. The book demonstrates that the problem of aggregation in ABMs - and the lumpability conditions in particular - can be embedded into a more general framework that employs information theory in order to identify different levels and relevant scales in complex dynamical systems.
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EUR 72,75
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Aggiungi al carrelloTaschenbuch. Condizione: Neu. Markov Chain Aggregation for Agent-Based Models | Sven Banisch | Taschenbuch | Understanding Complex Systems | xiv | Englisch | 2018 | Springer | EAN 9783319796918 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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Towards a Theoretical Framework for Analyzing Complex Linguistic Networks (Understanding Complex Systems)
Libro 11 di 30: Understanding Complex SystemsDa: Books Puddle, New York, NY, U.S.A.
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Condizione: New. pp. 349.
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Markov Chain Aggregation for Agent-based Models
Da: GreatBookPricesUK, Woodford Green, Regno Unito
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Markov Chain Aggregation for Agent-Based Models (Understanding Complex Systems)
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Markov Chain Aggregation for Agent-based Models
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Towards a Theoretical Framework for Analyzing Complex Linguistic Networks
Libro 11 di 30: Understanding Complex SystemsEUR 95,15
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Aggiungi al carrelloTaschenbuch. Condizione: Neu. Towards a Theoretical Framework for Analyzing Complex Linguistic Networks | Alexander Mehler (u. a.) | Taschenbuch | Understanding Complex Systems | xxii | Englisch | 2016 | Springer | EAN 9783662512623 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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Towards a Theoretical Framework for Analyzing Complex Linguistic Networks
Libro 11 di 30: Understanding Complex SystemsDa: Revaluation Books, Exeter, Regno Unito
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Towards a Theoretical Framework for Analyzing Complex Linguistic Networks
Libro 11 di 30: Understanding Complex SystemsLingua: Inglese
Editore: Springer Berlin Heidelberg, 2016
ISBN 10: 3662512629 ISBN 13: 9783662512623
EUR 106,99
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Aggiungi al carrelloTaschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - The aim of this book is to advocate and promote network models of linguistic systems that are both based on thorough mathematical models and substantiated in terms of linguistics. In this way, the book contributes first steps towards establishing a statistical network theory as a theoretical basis of linguistic network analysis the boarder of the natural sciences and the humanities. This book addresses researchers who want to get familiar with theoretical developments, computational models and their empirical evaluation in the field of complex linguistic networks. It is intended to all those who are interested in statistical models of linguistic systems from the point of view of network research. This includes all relevant areas of linguistics ranging from phonological, morphological and lexical networks on the one hand and syntactic, semantic and pragmatic networks on the other. In this sense, the volume concerns readers from many disciplines such as physics, linguistics, computer science and information science. It may also be of interest for the upcoming area of systems biology with which the chapters collected here share the view on systems from the point of view of network analysis.
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Towards a Theoretical Framework for Analyzing Complex Linguistic Networks
Libro 11 di 30: Understanding Complex SystemsEUR 111,53
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Aggiungi al carrelloBuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - The aim of this book is to advocate and promote network models of linguistic systems that are both based on thorough mathematical models and substantiated in terms of linguistics. In this way, the book contributes first steps towards establishing a statistical network theory as a theoretical basis of linguistic network analysis the boarder of the natural sciences and the humanities. This book addresses researchers who want to get familiar with theoretical developments, computational models and their empirical evaluation in the field of complex linguistic networks. It is intended to all those who are interested in statistical models of linguistic systems from the point of view of network research. This includes all relevant areas of linguistics ranging from phonological, morphological and lexical networks on the one hand and syntactic, semantic and pragmatic networks on the other. In this sense, the volume concerns readers from many disciplines such as physics, linguistics, computer science and information science. It may also be of interest for the upcoming area of systems biology with which the chapters collected here share the view on systems from the point of view of network analysis.
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Towards a Theoretical Framework for Analyzing Complex Linguistic Networks
Libro 11 di 30: Understanding Complex SystemsEUR 80,25
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Aggiungi al carrelloCondizione: Sehr gut. Zustand: Sehr gut | Seiten: 368 | Sprache: Englisch | Produktart: Bücher | The aim of this book is to advocate and promote network models of linguistic systems that are both based on thorough mathematical models and substantiated in terms of linguistics. In this way, the book contributes first steps towards establishing a statistical network theory as a theoretical basis of linguistic network analysis the boarder of the natural sciences and the humanities. This book addresses researchers who want to get familiar with theoretical developments, computational models and their empirical evaluation in the field of complex linguistic networks. It is intended to all those who are interested in statistical models of linguistic systems from the point of view of network research. This includes all relevant areas of linguistics ranging from phonological, morphological and lexical networks on the one hand and syntactic, semantic and pragmatic networks on the other. In this sense, the volume concerns readers from many disciplines such as physics, linguistics, computer science and information science. It may also be of interest for the upcoming area of systems biology with which the chapters collected here share the view on systems from the point of view of network analysis.
-
Towards a Theoretical Framework for Analyzing Complex Linguistic Networks (Understanding Complex Systems)
Libro 11 di 30: Understanding Complex SystemsDa: Mispah books, Redhill, SURRE, Regno Unito
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Towards a Theoretical Framework for Analyzing Complex Linguistic Networks
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Towards a Theoretical Framework for Analyzing Complex Linguistic Networks (Understanding Complex Systems)
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