| 书目名称 | Complex and Adaptive Dynamical Systems | | 副标题 | A Primer | | 编辑 | Claudius Gros | | 视频video | | | 概述 | Course-tested, tutorial presentation at graduate level.Contains end-of-chapter exercices and solutions.Suitable as modular textbook and for self-study.Includes supplementary material: | | 图书封面 |  | | 描述 | .Complex system theory is rapidly developing and gaining importance, providing tools and concepts central to our modern understanding of emergent phenomena. This primer offers an introduction to this area together with detailed coverage of the mathematics involved..All calculations are presented step by step and are straightforward to follow. This new third edition comes with new material, figures and exercises..Network theory, dynamical systems and information theory, the core of modern complex system sciences, are developed in the first three chapters, covering basic concepts and phenomena like small-world networks, bifurcation theory and information entropy..Further chapters use a modular approach to address the most important concepts in complex system sciences, with the emergence and self-organization playing a central role. Prominent examples are self-organized criticality in adaptive systems, life at the edge of chaos, hypercycles and coevolutionary avalanches, synchronization phenomena, absorbing phase transitions and the cognitive system approach to the brain..Technical course prerequisites are the standard mathematical tools for an advanced undergraduate course in the nat | | 出版日期 | Textbook 20133rd edition | | 关键词 | Adaptive Systems; Cellular Automata; Complex Networks; Complex Systems Textbook; Self-organized Critical | | 版次 | 3 | | doi | https://doi.org/10.1007/978-3-642-36586-7 | | isbn_ebook | 978-3-642-36586-7 | | copyright | Springer-Verlag Berlin Heidelberg 2013 |
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发表于 2025-3-21 17:19:23
