Learning Decision Sequences For Repetitive Processes—Selected Algorithms

Wojciech Rafajlowicz

Springer Nature Switzerland AG, 2022

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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.

ISBN-13
9783030883980
ISBN-10
3030883981
Publisher
Springer Nature Switzerland AG
Year
2022
Publication date
2022-10-27
Pages
126
Dimensions
235x155x