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Approximate iterative algorithms /

Almudevar, Anthony.

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Approximate iterative algorithms /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Approximate iterative algorithms // Anthony Almudevar.
Author:	Almudevar, Anthony.
Published:	Boca Raton :CRC Press, : c2014.,
Description:	xi, 359 p. :ill. ;26 cm.
Notes:	"A Balkema book."
Subject:	Approximation algorithms. -
ISBN:	9780415621540

Approximate iterative algorithms /
Almudevar, Anthony.

Approximate iterative algorithms /Anthony Almudevar. - Boca Raton :CRC Press,c2014. - xi, 359 p. :ill. ;26 cm.

"A Balkema book."

Includes bibliographical references (p. [351]-355) and index.

"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"--

ISBN: 9780415621540UK57.99

LCCN: 2013041800Subjects--Topical Terms:

1566572
Approximation algorithms.

LC Class. No.: QA76.9.A43 / A46 2014

Dewey Class. No.: 519.2/33

Approximate iterative algorithms /
LDR:01406cam a2200229 a 4500 001 2017584
003 DLC
005 20140417125027.0
008 161003s2014 flua b 001 0 eng
010 $a 2013041800
020 $a 9780415621540 $q (hardback) : $c UK57.99
020 $a 0415621542 $q (hardback)
020 $z 9780203503416 $q (eBook PDF)
040 $a DLC $b eng $c DLC $d DLC
042 $a pcc
050 0 0 $a QA76.9.A43 $b A46 2014
082 0 0 $a 519.2/33 $2 23
100 1 $a Almudevar, Anthony. $3 2184818
245 1 0 $a Approximate iterative algorithms / $c Anthony Almudevar.
260 $a Boca Raton : $b CRC Press, $c c2014.
300 $a xi, 359 p. : $b ill. ; $c 26 cm.
500 $a "A Balkema book."
504 $a Includes bibliographical references (p. [351]-355) and index.
520 $a "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"-- $c Provided by publisher.
650 0 $a Approximation algorithms. $3 1566572
650 0 $a Functional analysis. $3 531838
650 0 $a Probabilities. $3 518889
650 0 $a Markov processes. $3 532104