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Measures of Complexity

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Release : 2015-09-03
Genre : Computers
Kind : eBook
Book Rating : 522/5 ( reviews)

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Book Synopsis Measures of Complexity by : Vladimir Vovk

Download or read book Measures of Complexity written by Vladimir Vovk. This book was released on 2015-09-03. 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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Release : 2019-10-08
Genre : Computers
Kind : eBook
Book Rating : 080/5 ( reviews)

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Book Synopsis Software Complexity by : Horst Zuse

Download or read book Software Complexity written by Horst Zuse. This book was released on 2019-10-08. Available in PDF, EPUB and Kindle. Book excerpt: No detailed description available for "Software Complexity".

Measures of Complexity and Chaos

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Release : 2013-03-09
Genre : Technology & Engineering
Kind : eBook
Book Rating : 235/5 ( reviews)

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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. This book was released on 2013-03-09. 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.

What Is a Complex System?

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Release : 2020-08-05
Genre : Computational complexity
Kind : eBook
Book Rating : 106/5 ( reviews)

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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. This book was released on 2020-08-05. 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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Release : 1996
Genre : Computers
Kind : eBook
Book Rating : /5 ( reviews)

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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. This book was released on 1996. 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.

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