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Information Theory for Complex Systems: An Information Perspective on Complexity in Dynamical Systems and Statistical Mechanics

Information Theory for Complex Systems: An Information Perspective on Complexity in Dynamical Systems and Statistical Mechanics - Hardback

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Product Details
Author:
Kristian Lindgren
Publisher:
Springer
Publication Date:
Jan 05, 2024
Number of pages:
153 pages
Binding:
Hardback or Cased Book
ISBN-10:
3662682125
ISBN-13:
9783662682128

Overview

This book introduces a comprehensive framework tailored for dissecting complex systems across diverse disciplines. What defines a complex system? How can we harness information to quantify its order, structure, and intricacy? Delving into phenomena from the intricate processes in physical systems to the dynamic behaviours in cellular automata and pattern formation, readers will uncover the profound interplay between physics and information theory. This intricate relationship provides fresh insight into physical phenomena, reimagining them through the lens of information. Notably, the book demystifies how seemingly opposing forces-rising order and increasing disorder-coexist, ultimately shedding light on the second law of thermodynamics as an outcome of deterministic, reversible dynamics beneath the surface. Geared towards graduate students, this book presumes an undergraduate foundation in mathematics and physics, ensuring a deep, engaging exploration for its readers.


  • | Author: Kristian Lindgren
  • | Publisher: Springer
  • | Publication Date: Jan 05, 2024
  • | Number of Pages: 153 pages
  • | Binding: Hardback or Cased Book
  • | ISBN-10: 3662682125
  • | ISBN-13: 9783662682128

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