Approximate Iterative Algorithms

Language: English

Published by CRC Press Feb 2014, 2014

0415621542 / 9780415621540

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Neuware - 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. This work provides the necessary background in functional analysis and probability theory. Extensive applications to Markov decision processes are presented.This volume is intended for mathematicians, engineers and computer scientists, who work on learning processes in numerical analysis and are involved with optimization, optimal control, decision analysis and machine learning.

Seller Inventory # 9780415621540

Title
Approximate Iterative Algorithms
Author
Anthony Louis Almudevar
Publisher
CRC Press Feb 2014
Publication year
2014
Condition
Neu
Binding
Buch
Language
English
ISBN 10
0415621542
ISBN 13
9780415621540
Item weight
1,225 grams
Dimensions
254x175x33 mm

AHA-BUCH GmbH

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