The Resource Neural network control : theory and applications, Sunan Huang, Kok Kiong Tan, Kok Zuea Tang

Neural network control : theory and applications, Sunan Huang, Kok Kiong Tan, Kok Zuea Tang

Label
Neural network control : theory and applications
Title
Neural network control
Title remainder
theory and applications
Statement of responsibility
Sunan Huang, Kok Kiong Tan, Kok Zuea Tang
Creator
Contributor
Subject
Language
eng
Summary
"This book provides a systematic treatment of a general and streamlined design procedure for neural network (NN) control schemes. Stability proofs and transient performance guarantees are provided, which illustrate the superior efficiency of the NN controllers over other design techniques when the system is unknown." "While the book is written to serve as an advanced control reference on NN control for researchers, postgraduates and senior undergraduates, it should be equally useful to those industrial practitioners who are keen to explore the use of advanced neural network control in real problems. The prerequisite for gaining maximum benefit from this book is a basic knowledge of control systems, such as that imparted by a first undergraduate course on control systems engineering."--BOOK JACKET
Cataloging source
DLC
Dewey number
  • 006.32
  • 006.3/2
Illustrations
illustrations
Index
index present
LC call number
QA76.87
LC item number
.H83 2004
Literary form
non fiction
Nature of contents
bibliography
Series statement
CSI, control and signal/image processing series
Series volume
3
Label
Neural network control : theory and applications, Sunan Huang, Kok Kiong Tan, Kok Zuea Tang
Publication
Bibliography note
Includes bibliographical references (p. [377]-391) and index
http://library.link/vocab/branchCode
  • zbnus
  • glg
Contents
1. Neural network fundamentals -- 2. Mathematical background -- 3. Neural network-based learning and control -- 4. Adaptive neural network control -- 5. Adaptive backstepping control design of nonlinear systems -- 6. Adaptive neural network control design for robot manipulators -- 7. Case studies
Control code
000025342519
Dimensions
24 cm
Extent
xviii, 395 p.
Isbn
9780863802850
Lccn
2004004367
Other physical details
ill.
http://library.link/vocab/recordID
.b20857603
System control number
  • 25342519lt
  • (OCoLC)54500337

Library Locations

    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
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