Measures of Complexity

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Publisher : Springer
ISBN 13 : 3319218522
Total Pages : 413 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Measures of Complexity by : Vladimir Vovk

Download or read book Measures of Complexity written by Vladimir Vovk and published by Springer. This book was released on 2015-09-03 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together historical notes, reviews of research developments, fresh ideas on how to make VC (Vapnik–Chervonenkis) guarantees tighter, and new technical contributions in the areas of machine learning, statistical inference, classification, algorithmic statistics, and pattern recognition. The contributors are leading scientists in domains such as statistics, mathematics, and theoretical computer science, and the book will be of interest to researchers and graduate students in these domains.

Software Complexity

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Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110866080
Total Pages : 624 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Software Complexity by : Horst Zuse

Download or read book Software Complexity written by Horst Zuse and published by Walter de Gruyter GmbH & Co KG. This book was released on 2019-10-08 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: No detailed description available for "Software Complexity".

Measures of Complexity

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Publisher :
ISBN 13 :
Total Pages : 168 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Measures of Complexity by : Luca Peliti

Download or read book Measures of Complexity written by Luca Peliti and published by . This book was released on 1988 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complexity is a puzzling and important concept in contemporary research in many disciplines. This book addresses the problem of defining complexity by carefully analysing in what sense complexity means measure in such areas as the theory of dynamical systems, condensed matter physics, ecology, immunology and the theory of neural networks. The information content of complexity is studied and similarities and differences in the various concepts of complexity are highlighted, sometimes provocatively. The book could open the way to finding a paradigm of complexity, and should become a standard reference for a wide audience of researchers in the physical and biological sciences.

What Is a Complex System?

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Publisher : Yale University Press
ISBN 13 : 0300251106
Total Pages : 182 pages
Book Rating : 4.3/5 (2 download)

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Book Synopsis What Is a Complex System? by : James Ladyman

Download or read book What Is a Complex System? written by James Ladyman and published by Yale University Press. This book was released on 2020-08-05 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: A clear, concise introduction to the quickly growing field of complexity science that explains its conceptual and mathematical foundations What is a complex system? Although "complexity science" is used to understand phenomena as diverse as the behavior of honeybees, the economic markets, the human brain, and the climate, there is no agreement about its foundations. In this introduction for students, academics, and general readers, philosopher of science James Ladyman and physicist Karoline Wiesner develop an account of complexity that brings the different concepts and mathematical measures applied to complex systems into a single framework. They introduce the different features of complex systems, discuss different conceptions of complexity, and develop their own account. They explain why complexity science is so important in today's world.

Object-oriented Metrics

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Publisher : Prentice Hall
ISBN 13 :
Total Pages : 260 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Object-oriented Metrics by : Brian Henderson-Sellers

Download or read book Object-oriented Metrics written by Brian Henderson-Sellers and published by Prentice Hall. This book was released on 1996 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Object-oriented (OO) metrics are an integral part of object technology -- at the research level and in commercial software development projects. This book offers theoretical and empirical tips and facts for creating an OO complexity metrics (measurement) program, based on a review of existing research from the last several years. KEY TOPICS: Covers moving through object-oriented concepts as they related to managing the project lifecycle; the framework in which metrics exist; structural complexity metrics for traditional systems; OO product metrics; and current industrial applications. MARKET: For software developers, programmers, and managers.

Measures of Complexity and Chaos

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Publisher : Springer Science & Business Media
ISBN 13 : 1475706235
Total Pages : 466 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Measures of Complexity and Chaos by : Neal B. Abraham

Download or read book Measures of Complexity and Chaos written by Neal B. Abraham and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume serves as a general introduction to the state of the art of quantitatively characterizing chaotic and turbulent behavior. It is the outgrowth of an international workshop on "Quantitative Measures of Dynamical Complexity and Chaos" held at Bryn Mawr College, June 22-24, 1989. The workshop was co-sponsored by the Naval Air Development Center in Warminster, PA and by the NATO Scientific Affairs Programme through its special program on Chaos and Complexity. Meetings on this subject have occurred regularly since the NATO workshop held in June 1983 at Haverford College only two kilometers distant from the site of this latest in the series. At that first meeting, organized by J. Gollub and H. Swinney, quantitative tests for nonlinear dynamics and chaotic behavior were debated and promoted [1). In the six years since, the methods for dimension, entropy and Lyapunov exponent calculations have been applied in many disciplines and the procedures have been refined. Since then it has been necessary to demonstrate quantitatively that a signal is chaotic rather than it being acceptable to observe that "it looks chaotic". Other related meetings have included the Pecos River Ranch meeting in September 1985 of G. Mayer Kress [2) and the reflective and forward looking gathering near Jerusalem organized by M. Shapiro and I. Procaccia in December 1986 [3). This meeting was proof that interest in measuring chaotic and turbulent signals is widespread.

Complexity in Society: From Indicators Construction to their Synthesis

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Publisher : Springer
ISBN 13 : 331960595X
Total Pages : 334 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Complexity in Society: From Indicators Construction to their Synthesis by : Filomena Maggino

Download or read book Complexity in Society: From Indicators Construction to their Synthesis written by Filomena Maggino and published by Springer. This book was released on 2017-07-27 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume discusses the many recent significant developments, and identifies important problems, in the field of social indicators. In the last ten years the methodology of multivariate analysis and synthetic indicators construction significantly developed. In particular, starting from the classical theory of composite indicators many interesting approaches have been developed to overcome the weaknesses of composites. This volume focuses on these recent developments in synthesizing indicators, and more generally, in quantifying complex phenomena.

Statistical Complexity

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Publisher : Springer Science & Business Media
ISBN 13 : 9048138906
Total Pages : 304 pages
Book Rating : 4.0/5 (481 download)

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Book Synopsis Statistical Complexity by : K.D. Sen

Download or read book Statistical Complexity written by K.D. Sen and published by Springer Science & Business Media. This book was released on 2011-08-27 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: The understanding of electron density as the carrier of all the information of a multielectronic system is implicit in the theorems of density functional theory. Information theoretical based measures giving a quantitative understanding of statistical complexity of such systems is shaping up as a new area of research in chemical physics. This book is the first monograph of its kind covering the aspects of complexity measure in atoms and molecules.

Information Dynamics

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Publisher : Springer Science & Business Media
ISBN 13 : 1489923055
Total Pages : 362 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Information Dynamics by : Harald Atmanspacher

Download or read book Information Dynamics written by Harald Atmanspacher and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of a NATO ASI held in Irsee/Kaufbeuren, Germany, June 15--26, 1990

Computational Complexity

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Publisher : Cambridge University Press
ISBN 13 : 0521424267
Total Pages : 609 pages
Book Rating : 4.5/5 (214 download)

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Book Synopsis Computational Complexity by : Sanjeev Arora

Download or read book Computational Complexity written by Sanjeev Arora and published by Cambridge University Press. This book was released on 2009-04-20 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: New and classical results in computational complexity, including interactive proofs, PCP, derandomization, and quantum computation. Ideal for graduate students.

Kolmogorov Complexity and Computational Complexity

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Publisher : Springer Science & Business Media
ISBN 13 : 364277735X
Total Pages : 111 pages
Book Rating : 4.6/5 (427 download)

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Book Synopsis Kolmogorov Complexity and Computational Complexity by : Osamu Watanabe

Download or read book Kolmogorov Complexity and Computational Complexity written by Osamu Watanabe and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 111 pages. Available in PDF, EPUB and Kindle. Book excerpt: The mathematical theory of computation has given rise to two important ap proaches to the informal notion of "complexity": Kolmogorov complexity, usu ally a complexity measure for a single object such as a string, a sequence etc., measures the amount of information necessary to describe the object. Compu tational complexity, usually a complexity measure for a set of objects, measures the compuational resources necessary to recognize or produce elements of the set. The relation between these two complexity measures has been considered for more than two decades, and may interesting and deep observations have been obtained. In March 1990, the Symposium on Theory and Application of Minimal Length Encoding was held at Stanford University as a part of the AAAI 1990 Spring Symposium Series. Some sessions of the symposium were dedicated to Kolmogorov complexity and its relations to the computational complexity the ory, and excellent expository talks were given there. Feeling that, due to the importance of the material, some way should be found to share these talks with researchers in the computer science community, I asked the speakers of those sessions to write survey papers based on their talks in the symposium. In response, five speakers from the sessions contributed the papers which appear in this book.

Descriptive Complexity

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Publisher : Springer Science & Business Media
ISBN 13 : 1461205395
Total Pages : 275 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Descriptive Complexity by : Neil Immerman

Download or read book Descriptive Complexity written by Neil Immerman and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: By virtue of the close relationship between logic and relational databases, it turns out that complexity has important applications to databases such as analyzing the parallel time needed to compute a query, and the analysis of nondeterministic classes. This book is a relatively self-contained introduction to the subject, which includes the necessary background material, as well as numerous examples and exercises.

Introduction to Complexity and Complex Systems

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Publisher : CRC Press
ISBN 13 : 1439894981
Total Pages : 542 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Introduction to Complexity and Complex Systems by : Robert B. Northrop

Download or read book Introduction to Complexity and Complex Systems written by Robert B. Northrop and published by CRC Press. This book was released on 2014-10-07 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: The boundaries between simple and complicated, and complicated and complex system designations are fuzzy and debatable, even using quantitative measures of complexity. However, if you are a biomedical engineer, a biologist, physiologist, economist, politician, stock market speculator, or politician, you have encountered complex systems. Furthermore, your success depends on your ability to successfully interact with and manage a variety of complex systems. In order not to be blindsided by unexpected results, we need a systematic, comprehensive way of analyzing, modeling, and simulating complex systems to predict non-anticipated outcomes. In its engaging first chapters, the book introduces complex systems, Campbell's Law, and the Law of Unintended Consequences, and mathematics necessary for conversations in complex systems. Subsequent chapters illustrate concepts via commonly studied biological mechanisms. The final chapters focus on higher-level complexity problems, and introduce complexity in economic systems. Designed as a reference for biologists and biological engineers, Introduction to Complexity and Complex Systems lends itself to use in a classroom course to introduce advanced students studying biomedical engineering, biophysics, or physiology to complex systems. Engaging and illustrative, this book aids scientists and decision makers in managing biological complexity and complex systems.

Data Complexity in Pattern Recognition

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Publisher : Springer Science & Business Media
ISBN 13 : 1846281725
Total Pages : 309 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Data Complexity in Pattern Recognition by : Mitra Basu

Download or read book Data Complexity in Pattern Recognition written by Mitra Basu and published by Springer Science & Business Media. This book was released on 2006-12-22 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: Automatic pattern recognition has uses in science and engineering, social sciences and finance. This book examines data complexity and its role in shaping theory and techniques across many disciplines, probing strengths and deficiencies of current classification techniques, and the algorithms that drive them. The book offers guidance on choosing pattern recognition classification techniques, and helps the reader set expectations for classification performance.

Diversity and Complexity

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Publisher : Princeton University Press
ISBN 13 : 1400835143
Total Pages : 304 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Diversity and Complexity by : Scott E. Page

Download or read book Diversity and Complexity written by Scott E. Page and published by Princeton University Press. This book was released on 2010-11-08 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

A Random Walk in Physics

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Publisher : Springer Nature
ISBN 13 : 3030725316
Total Pages : 220 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis A Random Walk in Physics by : Massimo Cencini

Download or read book A Random Walk in Physics written by Massimo Cencini and published by Springer Nature. This book was released on 2021-06-15 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers an informal, easy-to-understand account of topics in modern physics and mathematics. The focus is, in particular, on statistical mechanics, soft matter, probability, chaos, complexity, and models, as well as their interplay. The book features 28 key entries and it is carefully structured so as to allow readers to pursue different paths that reflect their interests and priorities, thereby avoiding an excessively systematic presentation that might stifle interest. While the majority of the entries concern specific topics and arguments, some relate to important protagonists of science, highlighting and explaining their contributions. Advanced mathematics is avoided, and formulas are introduced in only a few cases. The book is a user-friendly tool that nevertheless avoids scientific compromise. It is of interest to all who seek a better grasp of the world that surrounds us and of the ideas that have changed our perceptions.

Complexity and the Arrow of Time

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Publisher : Cambridge University Press
ISBN 13 : 110702725X
Total Pages : 371 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Complexity and the Arrow of Time by : Charles H. Lineweaver

Download or read book Complexity and the Arrow of Time written by Charles H. Lineweaver and published by Cambridge University Press. This book was released on 2013-08-08 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by a wide range of experts, this work presents cosmological, biological and philosophical perspectives on complexity in our universe.