Introduction to the Theory of Complex Systems
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Uitgever: Oxford University Press
Auteur:
Stefan Thurner
Rudolf Hanel
Co-auteur:
Rudolf Hanel
Peter Klimek
- Engels
- Hardcover
- 9780198821939
- 04 oktober 2018
- 448 pagina's
Samenvatting
Complex systems are everywhere. Ecosystems, financial markets, traffic, the economy, the internet and social media are complex systems. This textbook summarizes our understanding of complex systems and the methodological progress made over the past 20 years in a clear, structured, and comprehensive way.
This book is a comprehensive introduction to quantitative approaches to complex adaptive systems. Practically all areas of life on this planet are constantly confronted with complex systems, be it ecosystems, societies, traffic, financial markets, opinion formation and spreading, or the internet and social media. Complex systems are systems composed of many elements that interact strongly with each other, which makes them extremely rich dynamical systems showing a huge range of phenomena. Properties of complex systems that are of particular importance are their efficiency, robustness, resilience, and proneness to collapse. The quantitative tools and concepts needed to understand the co-evolutionary nature of networked systems and their properties are challenging. The book gives a self-contained introduction to these concepts, so that the reader will be equipped with a toolset that allows them to engage in the science of complex systems. Topics covered include random processes of path-dependent processes, co-evolutionary dynamics, dynamics of networks, the theory of scaling, and approaches from statistical mechanics and information theory. The book extends beyond the early classical literature in the field of complex systems and summarizes the methodological progress made over the past 20 years in a clear, structured, and comprehensive way.
This book is a comprehensive introduction to quantitative approaches to complex adaptive systems. Practically all areas of life on this planet are constantly confronted with complex systems, be it ecosystems, societies, traffic, financial markets, opinion formation and spreading, or the internet and social media. Complex systems are systems composed of many elements that interact strongly with each other, which makes them extremely rich dynamical systems showing a huge range of phenomena. Properties of complex systems that are of particular importance are their efficiency, robustness, resilience, and proneness to collapse. The quantitative tools and concepts needed to understand the co-evolutionary nature of networked systems and their properties are challenging. The book gives a self-contained introduction to these concepts, so that the reader will be equipped with a toolset that allows them to engage in the science of complex systems. Topics covered include random processes of path-dependent processes, co-evolutionary dynamics, dynamics of networks, the theory of scaling, and approaches from statistical mechanics and information theory. The book extends beyond the early classical literature in the field of complex systems and summarizes the methodological progress made over the past 20 years in a clear, structured, and comprehensive way.
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Inhoud
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- Bindwijze
- Hardcover
- Oorspronkelijke releasedatum
- 04 oktober 2018
- Aantal pagina's
- 448
- Illustraties
- Nee
Betrokkenen
- Hoofdauteur
- Stefan Thurner
- Tweede Auteur
- Rudolf Hanel
- Co Auteur
- Peter Klimek
- Hoofduitgeverij
- Oxford University Press
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- 177 mm
- Product hoogte
- 27 mm
- Product lengte
- 252 mm
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- 163 mm
- Verpakking hoogte
- 28 mm
- Verpakking lengte
- 253 mm
- Verpakkingsgewicht
- 961 g
EAN
- EAN
- 9780198821939
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