Stochastic Learning and Optimization: A Sensitivity-Based Approach - Couverture rigide

Cao, Xi-Ren

 
9780387367873: Stochastic Learning and Optimization: A Sensitivity-Based Approach
Couverture rigide
ISBN 10 : 038736787X ISBN 13 : 9780387367873
Editeur : Springer-Verlag New York Inc., 2007

Synopsis

Performance optimization is vital in the design and operation of modern engineering systems, including communications, manufacturing, robotics, and logistics. Most engineering systems are too complicated to model, or the system parameters cannot be easily identified, so learning techniques have to be applied. This book provides a unified framework based on a sensitivity point of view. It combines currently prominent research on reinforcement learning / neuro-dynamic programming with a unique research approach based on sensitivity analysis and discrete-event systems concepts. This new perspective on a popular topic is presented by a well respected expert in the field.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer-Verlag New York Inc.
Date d'édition
2007
Langue
anglais
ISBN 10 
038736787X
ISBN 13 
9780387367873
Reliure
Relié
Nombre de pages
586
Coordonnées du fabricant
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Allemagne

Autres éditions populaires du même titre

9781441942227: Stochastic Learning and Optimization: A Sensitivity-Based Approach

Edition présentée

ISBN 10 :  144194222X ISBN 13 :  9781441942227
Editeur : Springer, 2010
Couverture souple