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Approximate iterative algorithms

Almudevar, Anthony.

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Approximate iterative algorithms

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Approximate iterative algorithms/ Anthony Almudevar.
作者:	Almudevar, Anthony.
出版者:	Boca Raton :CRC Press, : 2014.,
面頁冊數:	1 online resource (xi, 359 p.)
附註:	"A Balkema book."
標題:	Approximation algorithms. -
電子資源:	http://www.crcnetbase.com/isbn/9780203503416
ISBN:	9780203503416 (electronic bk.)

Approximate iterative algorithms
Almudevar, Anthony.

Approximate iterative algorithms[electronic resource] /Anthony Almudevar. - Boca Raton :CRC Press,2014. - 1 online resource (xi, 359 p.)

"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: 9780203503416 (electronic bk.)

LCCN: 2013041800Subjects--Topical Terms:

1566572
Approximation algorithms.

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

Dewey Class. No.: 519.2/33

Approximate iterative algorithms
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100 1 $a Almudevar, Anthony. $3 2184818
245 1 0 $a Approximate iterative algorithms $h [electronic resource] / $c Anthony Almudevar.
260 $a Boca Raton : $b CRC Press, $c 2014.
300 $a 1 online resource (xi, 359 p.)
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.
588 $a Description based on print version record.
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
856 4 0 $u http://www.crcnetbase.com/isbn/9780203503416