Princeton University Press
The Physical Nature of Information
-
and
About this book
A unified introduction to information theory for scientists
Applications of information theory span a broad range of disciplines today. This book presents a unified treatment of the subject for students and practitioners in the sciences. It teaches the tools universally used by physicists working on quantum computers and black holes, engineers designing self-driving cars, traders perfecting market strategies, chemists playing with molecules, biologists studying cells and living beings, linguists analyzing languages, and neuroscientists figuring out how the brain works. No matter what area of science you specialize in, The Physical Nature of Information unlocks the power of information theory to test the limits imposed by uncertainty.
- Provides a panoramic approach to information theory
- Draws on examples from physics, engineering, biology, economics, and linguistics
- Applications range from thermodynamics and statistical mechanics to dynamical chaos, information and communication theories, and quantum information
- Includes materials for lectures and tutorials along with exercises with detailed solutions
- Can be used to design a one-semester introductory course
- Ideal for self-study by graduate students and advanced undergraduates
- Invaluable for scholars seeking new research opportunities
Author / Editor information
Reviews
“Falkovich gives a deep and reflective account of how the notion of ‘information’ can underpin so much of the world around us and provides great conceptual clarity on a wide range of notoriously challenging topics. The Physical Nature of Information is an engaging and highly interdisciplinary book.”—David Jennings, University of Leeds
Topics
-
Download PDFPublicly Available
Frontmatter
i -
Download PDFPublicly Available
CONTENTS
vii -
Download PDFPublicly Available
PREFACE
xi -
Download PDFPublicly Available
ACKNOWLEDGMENTS
xvii -
Download PDFRequires Authentication UnlicensedLicensed
1 Thermodynamics and Statistical Physics
1 -
Download PDFRequires Authentication UnlicensedLicensed
2 Basics of Information Theory
17 -
Download PDFRequires Authentication UnlicensedLicensed
3 Applications of Information Theory
51 -
Download PDFRequires Authentication UnlicensedLicensed
4 New Second Law of Thermodynamics
81 -
Download PDFRequires Authentication UnlicensedLicensed
5 Inevitability of Irreversibility
93 -
Download PDFRequires Authentication UnlicensedLicensed
6 Fundamental Limits of Uncertainty
120 -
Download PDFRequires Authentication UnlicensedLicensed
7 Conclusion
143 -
Download PDFRequires Authentication UnlicensedLicensed
Appendix Extras, Exercises, and Solutions
153 -
Download PDFRequires Authentication UnlicensedLicensed
Index
207