Learning decision sequences for repetitive processes—selected algorithms
Auteur :
Rafajłowicz, Wojciech
Éditeur :
Springer Nature Switzerland AG
ISBN :
9783030883980
Date de publication :
27 oct. 2022
Dimensions :
23,5 x 15,5 cm
Langue :
Anglais
Pays d'origine :
Suisse
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.