Computational Complexity and Feasibility of Data Processing and Interval Computations

Author:   V. Kreinovich ,  A.V. Lakeyev ,  J. Rohn ,  P.T. Kahl
Publisher:   Springer-Verlag New York Inc.
Edition:   1st ed. Softcover of orig. ed. 1998
Volume:   10
ISBN:  

9781441947857


Pages:   459
Publication Date:   10 December 2010
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Computational Complexity and Feasibility of Data Processing and Interval Computations


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Overview

The input data for data processing algorithms come from measurements and are hence not precise. We therefore need to estimate the accuracy of the results of data processing. It turns out that even for the simplest data processing algorithms, this problem is, in general, intractable. This book describes for what classes of problems interval computations (i.e. data processing with automatic results verification) are feasible, and when they are intractable. This knowledge is important, e.g. for algorithm developers, because it will enable them to concentrate on the classes of problems for which general algorithms are possible.

Full Product Details

Author:   V. Kreinovich ,  A.V. Lakeyev ,  J. Rohn ,  P.T. Kahl
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   1st ed. Softcover of orig. ed. 1998
Volume:   10
Dimensions:   Width: 17.00cm , Height: 2.40cm , Length: 24.40cm
Weight:   0.916kg
ISBN:  

9781441947857


ISBN 10:   144194785
Pages:   459
Publication Date:   10 December 2010
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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Reviews

'The book is very well organized. The book is readable, very detailed, and intelligible. Moreover, it is exciting and gripping because the reader is often surprised by unexpected results. Everyone who is interested in modern aspects of numerical computation will enjoy reading this interesting and informative work. The book is a must for everyone who is doing research in this field.' Mathematical Reviews, 98m


`The book is very well organized. The book is readable, very detailed, and intelligible. Moreover, it is exciting and gripping because the reader is often surprised by unexpected results. Everyone who is interested in modern aspects of numerical computation will enjoy reading this interesting and informative work. The book is a must for everyone who is doing research in this field.' Mathematical Reviews, 98m


'The book is very well organized. The book is readable, very detailed, and intelligible. Moreover, it is exciting and gripping because the reader is often surprised by unexpected results. Everyone who is interested in modern aspects of numerical computation will enjoy reading this interesting and informative work. The book is a must for everyone who is doing research in this field.' Mathematical Reviews, 98m


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