The Resource Approximate iterative algorithms, Anthony Almudevar, Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, USA

Approximate iterative algorithms, Anthony Almudevar, Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, USA

Label
Approximate iterative algorithms
Title
Approximate iterative algorithms
Statement of responsibility
Anthony Almudevar, Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, USA
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
"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"--
Assigning source
Provided by publisher
Cataloging source
FlBoTFG
http://library.link/vocab/creatorName
Almudevar, Anthony
Illustrations
  • illustrations
  • charts
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
ENGnetBASE
http://library.link/vocab/subjectName
  • Approximation algorithms
  • Functional analysis
  • Probabilities
  • Markov processes
Label
Approximate iterative algorithms, Anthony Almudevar, Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, USA
Instantiates
Publication
Copyright
Bibliography note
Includes bibliographical references (pages 351-355) and index
Carrier category
online resource
Carrier MARC source
rdacarrier
Content category
text
Content type MARC source
rdacontent
Contents
part 1. Mathematical background -- part 2. General theory of approximate iterative algorithms -- part 3. Application to Markov decision processes
Extent
1 online resource
Form of item
online
Isbn
9780203503416
Media category
computer
Media MARC source
rdamedia
Other physical details
text file, PDF
Specific material designation
remote
System control number
(FlBoTFG)CRC0KE23048PDF
Label
Approximate iterative algorithms, Anthony Almudevar, Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, USA
Publication
Copyright
Bibliography note
Includes bibliographical references (pages 351-355) and index
Carrier category
online resource
Carrier MARC source
rdacarrier
Content category
text
Content type MARC source
rdacontent
Contents
part 1. Mathematical background -- part 2. General theory of approximate iterative algorithms -- part 3. Application to Markov decision processes
Extent
1 online resource
Form of item
online
Isbn
9780203503416
Media category
computer
Media MARC source
rdamedia
Other physical details
text file, PDF
Specific material designation
remote
System control number
(FlBoTFG)CRC0KE23048PDF

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