Learning Decision Sequences For Repetitive Processes—Selected Algorithms
2022 ed.
Book Details
Format
Hardback or Cased Book
Book Series
Studies in Systems, Decision and Control
ISBN-10
3030883957
ISBN-13
9783030883959
Edition
2022 ed.
Publisher
Springer Nature Switzerland AG
Imprint
Springer Nature Switzerland AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Oct 26th, 2021
Print length
126 Pages
Product Classification:
Algorithms & data structuresMachine learning
Ksh 21,600.00
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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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