ENGLISH

Stochastic Learning and Optimization: A Sensitivity-Based Approach (International Series on Discrete Event Dynamic Systems)

By Xi-Ren Cao

Book information

Publisher
Springer
Year
2007
ISBN
038736787X, 9780387367873, 9780387690827
Open Library ID
OL7445694M
Language
english
Format
PDF
Filesize
5 MB (5100873 bytes)
Edition
1
Pages
575\575
Scanned
yes
Time added
2011-08-31 04:54:40

Description

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 also introduces new approaches and proposes new research topics within this sensitivity-based framework. This new perspective on a popular topic is presented by a well respected expert in the field.

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