Measures Of Complexity
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Author | : Vladimir Vovk |
Publisher | : Springer |
Total Pages | : 413 |
Release | : 2015-09-03 |
Genre | : Computers |
ISBN | : 3319218522 |
Download Measures of Complexity Book in PDF, Epub and Kindle
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.
Author | : Horst Zuse |
Publisher | : Walter de Gruyter GmbH & Co KG |
Total Pages | : 624 |
Release | : 2019-10-08 |
Genre | : Computers |
ISBN | : 3110866080 |
Download Software Complexity Book in PDF, Epub and Kindle
No detailed description available for "Software Complexity".
Author | : Luca Peliti |
Publisher | : |
Total Pages | : 168 |
Release | : 1988 |
Genre | : Computational complexity |
ISBN | : |
Download Measures of Complexity Book in PDF, Epub and Kindle
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.
Author | : Neal B. Abraham |
Publisher | : Springer Science & Business Media |
Total Pages | : 466 |
Release | : 2013-03-09 |
Genre | : Technology & Engineering |
ISBN | : 1475706235 |
Download Measures of Complexity and Chaos Book in PDF, Epub and Kindle
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.
Author | : James Ladyman |
Publisher | : Yale University Press |
Total Pages | : 182 |
Release | : 2020-08-05 |
Genre | : Computational complexity |
ISBN | : 0300251106 |
Download What Is a Complex System? Book in PDF, Epub and Kindle
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.
Author | : Brian Henderson-Sellers |
Publisher | : Prentice Hall |
Total Pages | : 260 |
Release | : 1996 |
Genre | : Computers |
ISBN | : |
Download Object-oriented Metrics Book in PDF, Epub and Kindle
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.
Author | : Filomena Maggino |
Publisher | : Springer |
Total Pages | : 334 |
Release | : 2017-07-27 |
Genre | : Social Science |
ISBN | : 331960595X |
Download Complexity in Society: From Indicators Construction to their Synthesis Book in PDF, Epub and Kindle
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.
Author | : Harald Atmanspacher |
Publisher | : Springer Science & Business Media |
Total Pages | : 362 |
Release | : 2013-11-11 |
Genre | : Technology & Engineering |
ISBN | : 1489923055 |
Download Information Dynamics Book in PDF, Epub and Kindle
Proceedings of a NATO ASI held in Irsee/Kaufbeuren, Germany, June 15--26, 1990
Author | : K.D. Sen |
Publisher | : Springer Science & Business Media |
Total Pages | : 304 |
Release | : 2011-08-27 |
Genre | : Science |
ISBN | : 9048138906 |
Download Statistical Complexity Book in PDF, Epub and Kindle
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.
Author | : Sanjeev Arora |
Publisher | : Cambridge University Press |
Total Pages | : 609 |
Release | : 2009-04-20 |
Genre | : Computers |
ISBN | : 0521424267 |
Download Computational Complexity Book in PDF, Epub and Kindle
New and classical results in computational complexity, including interactive proofs, PCP, derandomization, and quantum computation. Ideal for graduate students.