Entropy and Diversity

Entropy and Diversity
Title Entropy and Diversity PDF eBook
Author Tom Leinster
Publisher Cambridge University Press
Pages 457
Release 2021-04-22
Genre Language Arts & Disciplines
ISBN 1108832709

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Discover the mathematical riches of 'what is diversity?' in a book that adds mathematical rigour to a vital ecological debate.

New Foundations for Information Theory

New Foundations for Information Theory
Title New Foundations for Information Theory PDF eBook
Author David Ellerman
Publisher Springer Nature
Pages 121
Release 2021-10-30
Genre Philosophy
ISBN 3030865525

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This monograph offers a new foundation for information theory that is based on the notion of information-as-distinctions, being directly measured by logical entropy, and on the re-quantification as Shannon entropy, which is the fundamental concept for the theory of coding and communications. Information is based on distinctions, differences, distinguishability, and diversity. Information sets are defined that express the distinctions made by a partition, e.g., the inverse-image of a random variable so they represent the pre-probability notion of information. Then logical entropy is a probability measure on the information sets, the probability that on two independent trials, a distinction or “dit” of the partition will be obtained. The formula for logical entropy is a new derivation of an old formula that goes back to the early twentieth century and has been re-derived many times in different contexts. As a probability measure, all the compound notions of joint, conditional, and mutual logical entropy are immediate. The Shannon entropy (which is not defined as a measure in the sense of measure theory) and its compound notions are then derived from a non-linear dit-to-bit transform that re-quantifies the distinctions of a random variable in terms of bits—so the Shannon entropy is the average number of binary distinctions or bits necessary to make all the distinctions of the random variable. And, using a linearization method, all the set concepts in this logical information theory naturally extend to vector spaces in general—and to Hilbert spaces in particular—for quantum logical information theory which provides the natural measure of the distinctions made in quantum measurement. Relatively short but dense in content, this work can be a reference to researchers and graduate students doing investigations in information theory, maximum entropy methods in physics, engineering, and statistics, and to all those with a special interest in a new approach to quantum information theory.

Diversity and Dissent

Diversity and Dissent
Title Diversity and Dissent PDF eBook
Author Howard Louthan
Publisher Berghahn Books
Pages 253
Release 2011-03-01
Genre History
ISBN 085745109X

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Early modern Central Europe was the continent’s most decentralized region politically and its most diverse ethnically and culturally. With the onset of the Reformation, it also became Europe’s most religiously divided territory and potentially its most explosive in terms of confessional conflict and war. Focusing on the Holy Roman Empire and the Polish-Lithuanian Commonwealth, this volume examines the tremendous challenge of managing confessional diversity in Central Europe between 1500 and 1800. Addressing issues of tolerance, intolerance, and ecumenism, each chapter explores a facet of the complex dynamic between the state and the region’s Catholic, Protestant, Orthodox, Utraquist, and Jewish communities. The development of religious toleration—one of the most debated questions of the early modern period—is examined here afresh, with careful consideration of the factors and conditions that led to both confessional concord and religious violence.

Diversity and Complexity

Diversity and Complexity
Title Diversity and Complexity PDF eBook
Author Scott E. Page
Publisher Princeton University Press
Pages 304
Release 2010-11-08
Genre Political Science
ISBN 1400835143

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This book provides an introduction to the role of diversity in complex adaptive systems. A complex system--such as an economy or a tropical ecosystem--consists of interacting adaptive entities that produce dynamic patterns and structures. Diversity plays a different role in a complex system than it does in an equilibrium system, where it often merely produces variation around the mean for performance measures. In complex adaptive systems, diversity makes fundamental contributions to system performance. Scott Page gives a concise primer on how diversity happens, how it is maintained, and how it affects complex systems. He explains how diversity underpins system level robustness, allowing for multiple responses to external shocks and internal adaptations; how it provides the seeds for large events by creating outliers that fuel tipping points; and how it drives novelty and innovation. Page looks at the different kinds of diversity--variations within and across types, and distinct community compositions and interaction structures--and covers the evolution of diversity within complex systems and the factors that determine the amount of maintained diversity within a system. Provides a concise and accessible introduction Shows how diversity underpins robustness and fuels tipping points Covers all types of diversity The essential primer on diversity in complex adaptive systems

Biology's First Law

Biology's First Law
Title Biology's First Law PDF eBook
Author Daniel W. McShea
Publisher University of Chicago Press
Pages 186
Release 2010-07-15
Genre Science
ISBN 0226562271

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Life on earth is characterized by three striking phenomena that demand explanation: adaptation—the marvelous fit between organism and environment; diversity—the great variety of organisms; and complexity—the enormous intricacy of their internal structure. Natural selection explains adaptation. But what explains diversity and complexity? Daniel W. McShea and Robert N. Brandon argue that there exists in evolution a spontaneous tendency toward increased diversity and complexity, one that acts whether natural selection is present or not. They call this tendency a biological law—the Zero-Force Evolutionary Law, or ZFEL. This law unifies the principles and data of biology under a single framework and invites a reconceptualization of the field of the same sort that Newton’s First Law brought to physics. Biology’s First Law shows how the ZFEL can be applied to the study of diversity and complexity and examines its wider implications for biology. Intended for evolutionary biologists, paleontologists, and other scientists studying complex systems, and written in a concise and engaging format that speaks to students and interdisciplinary practitioners alike, this book will also find an appreciative audience in the philosophy of science.

Biodiversity Conservation and Phylogenetic Systematics

Biodiversity Conservation and Phylogenetic Systematics
Title Biodiversity Conservation and Phylogenetic Systematics PDF eBook
Author Roseli Pellens
Publisher Springer
Pages 396
Release 2016-02-24
Genre Science
ISBN 3319224611

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This book is about phylogenetic diversity as an approach to reduce biodiversity losses in this period of mass extinction. Chapters in the first section deal with questions such as the way we value phylogenetic diversity among other criteria for biodiversity conservation; the choice of measures; the loss of phylogenetic diversity with extinction; the importance of organisms that are deeply branched in the tree of life, and the role of relict species. The second section is composed by contributions exploring methodological aspects, such as how to deal with abundance, sampling effort, or conflicting trees in analysis of phylogenetic diversity. The last section is devoted to applications, showing how phylogenetic diversity can be integrated in systematic conservation planning, in EDGE and HEDGE evaluations. This wide coverage makes the book a reference for academics, policy makers and stakeholders dealing with biodiversity conservation.

Diversity Analysis

Diversity Analysis
Title Diversity Analysis PDF eBook
Author Lou Jost
Publisher Chapman & Hall/CRC
Pages 320
Release 2008-08-01
Genre Mathematics
ISBN 9781420065244

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Diversity analysis examines variation in a system through the use of statistical indices to measure that variation. Presenting a consistent statistical framework for the methodology based on diversity indices and their estimation, this book provides an accessible introduction to the tools and techniques of diversity analysis in ecology. It enables readers to choose proper measures and interpret the results. Each chapter features a wide range of detailed examples that use real ecological data to demonstrate various applications of the methods discussed. Software for implementing these examples is freely available for download on a supporting website.