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Approximate Iterative Algorithms
Engelsk
Bogcover for Approximate Iterative Algorithms af Anthony Louis Almudevar, 9780367378882
Specifikationer
Sprog:
Engelsk
Sider:
372
ISBN-13:
9780367378882
Indbinding:
Paperback
ISBN-10:
0367378884
Udg. Dato:
10 okt 2019
Størrelse i cm:
24,6 x 17,4
Oplagsdato:
10 okt 2019
Forfatter(e):

Approximate Iterative Algorithms

Engelsk
Paperback 2019
Format:

Bog beskrivelse

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.

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Specifikationer
Sprog:
Engelsk
Sider:
372
ISBN-13:
9780367378882
Indbinding:
Paperback
ISBN-10:
0367378884
Udg. Dato:
10 okt 2019
Størrelse i cm:
24,6 x 17,4
Oplagsdato:
10 okt 2019
Forfatter(e):
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