Complex and Adaptive Dynamical Systems: A Primer
This primer offers readers an introduction to the central concepts that form our modern understanding of complex and emergent behavior, together with detailed coverage of accompanying mathematical methods. All calculations are presented step by step and are easy to follow. This new fourth edition h...
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| Ngôn ngữ: | English |
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Springer
2016
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oai:scholar.dlu.edu.vn:DLU123456789-599362023-11-11T06:55:05Z Complex and Adaptive Dynamical Systems: A Primer Gros, Claudius Sistemas dinâmicos Adaptive control systems Differentiable dynamical systems This primer offers readers an introduction to the central concepts that form our modern understanding of complex and emergent behavior, together with detailed coverage of accompanying mathematical methods. All calculations are presented step by step and are easy to follow. This new fourth edition has been fully reorganized and includes new chapters, figures and exercises. The core aspects of modern complex system sciences are presented in the first chapters, covering network theory, dynamical systems, bifurcation and catastrophe theory, chaos and adaptive processes, together with the principle of self-organization in reaction-diffusion systems and social animals. Modern information theoretical principles are treated in further chapters, together with the concept of self-organized criticality, gene regulation networks, hypercycles and coevolutionary avalanches, synchronization phenomena, absorbing phase transitions and the cognitive system approach to the brain. 2016-03-29T07:28:02Z 2016-03-29T07:28:02Z 2015 Book 978-3-319-16265-2 978-3-319-16264-5 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/59936 en application/pdf Springer |
| institution |
Thư viện Trường Đại học Đà Lạt |
| collection |
Thư viện số |
| language |
English |
| topic |
Sistemas dinâmicos Adaptive control systems Differentiable dynamical systems |
| spellingShingle |
Sistemas dinâmicos Adaptive control systems Differentiable dynamical systems Gros, Claudius Complex and Adaptive Dynamical Systems: A Primer |
| description |
This primer offers readers an introduction to the central concepts that form our modern understanding of complex and emergent behavior, together with detailed coverage of accompanying mathematical methods. All calculations are presented step by step and are easy to follow.
This new fourth edition has been fully reorganized and includes new chapters, figures and exercises. The core aspects of modern complex system sciences are presented in the first chapters, covering network theory, dynamical systems, bifurcation and catastrophe theory, chaos and adaptive processes, together with the principle of self-organization in reaction-diffusion systems and social animals. Modern information theoretical principles are treated in further chapters, together with the concept of self-organized criticality, gene regulation networks, hypercycles and coevolutionary avalanches, synchronization phenomena, absorbing phase transitions and the cognitive system approach to the brain. |
| format |
Book |
| author |
Gros, Claudius |
| author_facet |
Gros, Claudius |
| author_sort |
Gros, Claudius |
| title |
Complex and Adaptive Dynamical Systems:
A Primer |
| title_short |
Complex and Adaptive Dynamical Systems:
A Primer |
| title_full |
Complex and Adaptive Dynamical Systems:
A Primer |
| title_fullStr |
Complex and Adaptive Dynamical Systems:
A Primer |
| title_full_unstemmed |
Complex and Adaptive Dynamical Systems:
A Primer |
| title_sort |
complex and adaptive dynamical systems:
a primer |
| publisher |
Springer |
| publishDate |
2016 |
| url |
https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/59936 |
| _version_ |
1782543128175050752 |