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Titlebook: An Introduction to Complex Systems; Making Sense of a Ch Joe Tranquillo Textbook 2019 Springer Nature Switzerland AG 2019 Non-linear system

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期刊全称An Introduction to Complex Systems
期刊简称Making Sense of a Ch
影响因子2023Joe Tranquillo
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发行地址Studies the tools of complex system theory that include chaos and fractals, game theory, networks, agent-based models and information theory.Contains examples, some outside the traditional boundaries
图书封面Titlebook: An Introduction to Complex Systems; Making Sense of a Ch Joe Tranquillo Textbook 2019 Springer Nature Switzerland AG 2019 Non-linear system
影响因子This book explores the interdisciplinary field of complex systems theory. By the end of the book, readers will be able to understand terminology that is used in complex systems and how they are related to one another; see the patterns of complex systems in practical examples; map current topics, in a variety of fields, to complexity theory; and be able to read more advanced literature in the field. The book begins with basic systems concepts and moves on to how these simple rules can lead to complex behavior. The author then introduces non-linear systems, followed by pattern formation, and networks and information flow in systems. Later chapters cover the thermodynamics of complex systems, dynamical patterns that arise in networks, and how game theory can serve as a framework for decision making. The text is interspersed with both philosophical and quantitative arguments, and each chapter ends with questions and prompts that help readers make more connections..“The text provides a useful overview of complex systems, with enough detail to allow a reader unfamiliar with the topic to understand the basics. The book stands out for its comprehensiveness and approachability. It will be p
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https://doi.org/10.1007/978-3-642-91511-6plified version of Godel’s incompleteness theorem. Examples are drawn from genetics, artificial intelligence, psychology, linguistics, and cell biology. More provocative topics addressed are how meaning might emerge from information, the possible nature of mind, consciousness, and self, a perspectiv
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https://doi.org/10.1007/978-3-642-91511-6the system, is used to perform work, and then exits the system as lower-quality energy. In this context, dissipative and far from equilibrium systems are discussed. The possibility of doing work on the environment is considered, but then turned inward to explore how a system might become a structura
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https://doi.org/10.1007/978-3-7091-9893-3ral different variations along with the system concept of an avalanche. A focus is also placed on systems that tune to their environment, with Conway’s law, paradigm shifts, and tangled hierarchies serving as conceptual examples. Applications are given for several complex systems including evolution
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Pattern Formation, as patterns in space, strange attractors as patterns in phase space, autocatalytic sets as logical patterns, and power laws are introduced. More speculative connections are made to patterns in evolution and how a self might be a kind of pattern. The chapter concludes with questions for either refle
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Networks,eactions in cells, and the formal and informal communication channels within a company. More provocative applications are given for the internet of things and the possible future evolution of humans. The chapter concludes with questions for either reflection or group discussion as well as resources
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