Computing Statistics under Interval and Fuzzy Uncertainty (häftad)
Häftad (Paperback / softback)
Antal sidor
2012 ed.
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Kreinovich, Vladik / Wu, Berlin
XII, 432 p.
234 x 156 x 23 mm
617 g
Antal komponenter
1 Paperback / softback
Computing Statistics under Interval and Fuzzy Uncertainty (häftad)

Computing Statistics under Interval and Fuzzy Uncertainty

Applications to Computer Science and Engineering

Häftad Engelska, 2014-01-26
  • Skickas inom 10-15 vardagar.
  • Gratis frakt inom Sverige över 159 kr för privatpersoner.
  • Köp nu, betala sen med
Finns även som
Visa alla 2 format & utgåvor
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.
Visa hela texten

Passar bra ihop

  1. Computing Statistics under Interval and Fuzzy Uncertainty
  2. +
  3. Constraint Programming and Decision Making

De som köpt den här boken har ofta också köpt Constraint Programming and Decision Making av Martine Ceberio, Vladik Kreinovich (häftad).

Köp båda 2 för 2998 kr


Har du läst boken? Sätt ditt betyg »

Fler böcker av författarna

Recensioner i media

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 Nather, Zentralblatt MATH, Vol. 1238, 2012)


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.