Electronic Resource

Complex and adaptive dynamical systems : a primer

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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 natural sciences or engineering. Each chapter comes with exercises and suggestions for further reading - solutions to the exercises are provided in the last chapter.

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Ketersediaan

Informasi Detail

Judul Seri

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No. Panggil

E1773

Penerbit

Heidelberg : Springer Berlin., 2013

Deskripsi Fisik

xiv, 345 hlm. il. warna.

Bahasa

English

ISBN/ISSN

9783642365867

Klasifikasi

NONE

Tipe Isi

text

Tipe Media

computer

Tipe Pembawa

online resource

Edisi

3rd Edition

Subjek

Aplikasi Teori Graf dan Jaringan Kompleks
Teori Sistem Kompleks

Info Detail Spesifik

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Pernyataan Tanggungjawab

Claudius Gros

Versi lain/terkait

Lampiran Berkas

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