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arXiv:2012.02113q-bio.PE

Entropy and Diversity: The Axiomatic Approach

Tom Leinster

Abstract

This book brings new mathematical rigour to the ongoing vigorous debate on how to quantify biological diversity. The question "what is diversity?" has surprising mathematical depth, and breadth too: this book involves parts of mathematics ranging from information theory, functional equations and probability theory to category theory, geometric measure theory and number theory. It applies the power of the axiomatic method to a biological problem of pressing concern, but the new concepts and theorems are also motivated from a purely mathematical perspective. The main narrative thread requires no more than an undergraduate course in analysis. No familiarity with entropy or diversity is assumed.

arXiv comments
Book, viii + 442 pages. Version 4: small number of minor corrections
Journal reference
Cambridge University Press 2021, ISBN 9781108965576 (paperback), 9781108832700 (hardback)
DOI
Subjects
q-bio.PEPopulations and Evolution cs.ITInformation Theory math.CAClassical Analysis and ODEs math.CTCategory Theory q-bio.QMQuantitative Methods

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Linked by 2 identifiable commenters in 2 comments across 2 threads, from Jul 2023 to Sep 2023. Found in 1 HN submission from Dec 2020 to Dec 2020. Open submission discussions.

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  1. Applied Category Theory Course 1 comment
    • So, just to offer a few counterpoints there is Tom Leinster’s work on diversity/entropy [1], where people working in mathematical ecology have been happy with his contributions. I’ve also see the Penn robotics group start to use categorical machinery to nail down concepts like…

      catgaryView on HNParent context

    • This presentation is getting into the idea of "magnitude" the invariant from category theory and how it can be used in mathematical ecology, especially when we're trying to max out diversity. It's put forward as a possible answer to a head-scratcher in mathematical ecology: How…

      tutfbhufView on HNParent context

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