000 01084nam a22001697a 4500
008 190227b xxu||||| |||| 00| 0 eng d
020 _a0-86380-285-0
082 _a006.32/HUA/TAN
100 _aHUANG SUNAN
245 _aNEURAL NETWORK CONTROL: THEORY AND APPLICATIONS
260 _aUK
_bRESEARCH STUDIES PRESS LTD
_c2004
300 _axviii, 395
520 _aThis 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 presented which illustrate the superior efficiency of the NN controllers over other design techniques when the system is unknown. Four main schemes for advanced neural network control are addressed in this book, including: NN model-based control, direct adaptive NN control--including state feedback, observer design and decentralized control, adaptive backstopping NN control, adaptive NN control of robot manipulators.
650 _aNEURAL NETWORKS (COMPUTER SCIENCE), AUTOMATIC CONTROL
700 _aTAN KOK
942 _2ddc
_cB
999 _c627433
_d627433