Computing Statistics under Interval and Fuzzy Uncertainty
Book 1
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Book 1
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Book 1
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Book 1
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Computing Statistics under Interval and Fuzzy Uncertainty: Applications to Computer Science and Engineering(393 Studies in Computational Intelligence)

Computing Statistics under Interval and Fuzzy Uncertainty: Applications to Computer Science and Engineering(393 Studies in Computational Intelligence)


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About the Book

In many practical situations, we are interested in statistics characterizing a population of objects: e.g. in the mean height of people from a certain area.   Most algorithms for estimating such statistics assume that the sample values are exact. In practice, sample values come from measurements, and measurements are never absolutely accurate. Sometimes, we know the exact probability distribution of the measurement inaccuracy, but often, we only know the upper bound on this inaccuracy. In this case, we have interval uncertainty: e.g. if the measured value is 1.0, and inaccuracy is bounded by 0.1, then the actual (unknown) value of the quantity can be anywhere between 1.0 - 0.1 = 0.9 and 1.0 + 0.1 = 1.1. In other cases, the values are expert estimates, and we only have fuzzy information about the estimation inaccuracy.   This book shows how to compute statistics under such interval and fuzzy uncertainty. The resulting methods are applied to computer science (optimal scheduling of different processors), to information technology (maintaining privacy), to computer engineering (design of computer chips), and to data processing in geosciences, radar imaging, and structural mechanics.

Table of Contents:
Part I Computing Statistics under Interval and Fuzzy Uncertainty: Formulation of the Problem and an Overview of General Techniques Which Can Be Used for Solving this Problem.- Part II Algorithms for Computing Statistics Under Interval and Fuzzy Uncertainty.- Part III Towards Computing Statistics under Interval and Fuzzy Uncertainty: Gauging the Quality of the Input Data.- Part IV Applications.- Part V Beyond Interval and Fuzzy Uncertainty.

Review :
From the reviews: “This book is a research exposition by Kreinovich and coworkers. … The main goal is to present algorithms for computation of statistical characteristics (like variance) but under interval and fuzzy uncertainty of the available data. In this book, fuzzy uncertainty is reduced to interval uncertainty by alpha-cutwise consideration of (convex) fuzzy uncertainty. … For increase of readability, mathematical proofs are presented always at the end of the chapters.” (Wolfgang Näther, Zentralblatt MATH, Vol. 1238, 2012)


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Product Details
  • ISBN-13: 9783642249044
  • Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
  • Publisher Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Height: 235 mm
  • No of Pages: 432
  • Returnable: Y
  • Sub Title: Applications to Computer Science and Engineering
  • ISBN-10: 3642249043
  • Publisher Date: 03 Nov 2011
  • Binding: Hardback
  • Language: English
  • Returnable: Y
  • Series Title: 393 Studies in Computational Intelligence
  • Width: 155 mm


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