Cover image for Approximate iterative algorithms
Title:
Approximate iterative algorithms
Personal Author:
Publication Information:
Boca Raton : CRC Press, 2014
Physical Description:
xi, 359 pages ; 26 cm.
ISBN:
9780415621540
General Note:
"A Balkema book."
Abstract:
"Iterative algorithms often rely on approximate evaluation techniques, which may include statistical estimation, computer simulation or functional approximation. This volume presents methods for the study of approximate iterative algorithms, providing tools for the derivation of error bounds and convergence rates, and for the optimal design of such algorithms. Techniques of functional analysis are used to derive analytical relationships between approximation methods and convergence properties for general classes of algorithms. The volume provides the necessary background in functional analysis and probability theory and presents extensive applications to Markov decision processes"-- Provided by publisher.

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30000010335157 QA76.9.A43 A46 2014 Open Access Book Book
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33000000016479 QA76.9.A43 A46 2014 Open Access Book
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