Complex and Adaptive Dynamical Systems: A Comprehensive Introduction Ed 5 free ebook download.

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Complex and Adaptive Dynamical Systems: A Comprehensive Introduction Ed 5 free ebook download

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Mathematics

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Author(s):	Claudius Gros

Date:	2024	Format:	pdf	Language:	English	ISBN/ASIN:	3031550757
Pages:	476	OCR:		Quality:		ISBN13:
Uploader:	topron	Upload Date:	8/3/2024 2:05:54 AM

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3031550757 pdf
This textbook offers a comprehensive introduction to the concepts underpinning our modern understanding of complex and emergent behavior. Mathematical methods necessary for the discussion are introduced and explained on the run. All derivations are presented step-by-step. This new fifth edition has been fully revised and includes a new chapter, a range of new sections, figures and exercises. The Solution chapter has been reorganized for clarity.
The core aspects of modern complex system sciences are presented in the first chapters, covering the foundations of network- and dynamical system theory, with a particular focus on scale-free networks and tipping phenomena. The notion of deterministic chaos is treated together with bifurcation theory and the intricacies of time delays. Modern information theoretical principles are discussed in further chapters, together with the notion of self-organized criticality, synchronization phenomena, and a game-theoretical treatment of the tragedy of the commons. The dynamical systems view of modern machine learning is presented in a new chapter.
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Tags: Adaptive Complex Comprehensive Dynamical Introduction Systems

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