Learning Decision Sequences For Repetitive Processes—Selected Algorithms (Bog, Paperback / softback, Engelsk)
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Learning Decision Sequences For Repetitive Processes—Selected Algorithms

(Bog, Paperback / softback, Engelsk)
Forfatter: Wojciech Rafajlowicz
Learning Decision Sequences For Repetitive Processes—Selected Algorithms
Forlag: Springer Nature Switzerland AG

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Beskrivelse

This book provides tools and algorithms for solving a wide class of optimization tasks by learning from their repetitions. A unified framework is provided for learning algorithms that are based on the stochastic gradient (a golden standard in learning), including random simultaneous perturbations and the response surface the methodology.

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Alle detaljer

Forlag Springer Nature Switzerland AG
Forfatter Wojciech Rafajlowicz
Type Bog
Format Paperback / softback
Sprog Engelsk
Udgave 2022 ed.
Udgivelsesdato 27-10-2022
Første udgivelsesår 2022
Serie Studies in Systems, Decision and Control
Illustrationer 19 Illustrations, color; 13 Illustrations, black and white; XI, 126 p. 32 illus., 19 illus. in color.
Originalsprog Switzerland
Sideantal 126
Indbinding Paperback / softback
Forlag Springer Nature Switzerland AG
Sideoplysninger 126 pages, 19 Illustrations, color; 13 Illustrations, black and white; XI, 126 p. 32 illus., 19 illu
Mål 235 x 155
ISBN-13 / EAN-13 9783030883980