Book contents
- Frontmatter
- Dedication
- Contents
- Acknowledgements
- Note to the Reader
- Interdependence of Chapters
- Introduction
- 1 Fundamental Functional Equations
- 2 Shannon Entropy
- 3 Relative Entropy
- 4 Deformations of Shannon Entropy
- 5 Means
- 6 Species Similarity and Magnitude
- 7 Value
- 8 Mutual Information and Metacommunities
- 9 Probabilistic Methods
- 10 Information Loss
- 11 Entropy Modulo a Prime
- 12 The Categorical Origins of Entropy
- Appendix A The Categorical Origins of Entropy
- Appendix B Summary of Conditions
- References
- Index of Notation
- Index
4 - Deformations of Shannon Entropy
Published online by Cambridge University Press: 21 April 2021
Book contents
- Frontmatter
- Dedication
- Contents
- Acknowledgements
- Note to the Reader
- Interdependence of Chapters
- Introduction
- 1 Fundamental Functional Equations
- 2 Shannon Entropy
- 3 Relative Entropy
- 4 Deformations of Shannon Entropy
- 5 Means
- 6 Species Similarity and Magnitude
- 7 Value
- 8 Mutual Information and Metacommunities
- 9 Probabilistic Methods
- 10 Information Loss
- 11 Entropy Modulo a Prime
- 12 The Categorical Origins of Entropy
- Appendix A The Categorical Origins of Entropy
- Appendix B Summary of Conditions
- References
- Index of Notation
- Index
Summary
We introduce two families of deformations of Shannon entropy: the q-logarithmic entropies (also called “Tsallis entropies”) and the Rényi entropies. We explain how the exponentials of the Rényi entropies, called the Hill numbers, convey information about the diversity and structure of an ecological community. We introduce the power means, which lie at the technical heart of this book. We give functional equations characterizing the q-logarithmic entropies on the one hand, and the Hill numbers on the other.
Keywords
- Type
- Chapter
- Information
- Entropy and DiversityThe Axiomatic Approach, pp. 91 - 132Publisher: Cambridge University PressPrint publication year: 2021