Computational Complexity and Feasibility of Data Processing and Interval Computations (Paperback, Softcover reprint of hardcover 1st ed. 1998)

Targeted audience * Specialists in numerical computations, especially in numerical optimiza tion, who are interested in designing algorithms with automatie result ver ification, and who would therefore be interested in knowing how general their algorithms caIi in principle be. * Mathematicians and computer scientists who are interested in the theory 0/ computing and computational complexity, especially computational com plexity of numerical computations. * Students in applied mathematics and computer science who are interested in computational complexity of different numerical methods and in learning general techniques for estimating this computational complexity. The book is written with all explanations and definitions added, so that it can be used as a graduate level textbook. What this book .is about Data processing. In many real-life situations, we are interested in the value of a physical quantity y that is diflicult (or even impossible) to measure directly. For example, it is impossible to directly measure the amount of oil in an oil field or a distance to a star. Since we cannot measure such quantities directly, we measure them indirectly, by measuring some other quantities Xi and using the known relation between y and Xi'S to reconstruct y. The algorithm that transforms the results Xi of measuring Xi into an estimate fj for y is called data processing.

General

Imprint:	Springer-Verlag New York
Country of origin:	United States
Series:	Applied Optimization, 10
Release date:	December 2010
First published:	1998
Authors:	V. Kreinovich • A.V. Lakeyev • J Rohn • P.T. Kahl
Dimensions:	244 x 170 x 24mm (L x W x T)
Format:	Paperback
Pages:	459
Edition:	Softcover reprint of hardcover 1st ed. 1998
ISBN-13:	978-1-4419-4785-7
Categories:	Books > Science & Mathematics > Mathematics > Numerical analysis Books > Computing & IT > General theory of computing > General Books > Computing & IT > Applications of computing > General Books > Science & Mathematics > Mathematics > Optimization > General Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling
LSN:	1-4419-4785-X
Barcode:	9781441947857

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