Multi-resolution methods for modeling and control of dynamical systems /
Puneet Singla and John L. Junkins.
- 1 online resource (320 pages)
- Chhapman & Hall/CRC applied mathematics and nonlinear science ; 16 .
chapter 1 Least Squares Methods -- chapter 2 Polynomial Approximation -- chapter 3 Artificial Neural Networks for Input-Output Approximation -- chapter 4 Multi-Resolution Approximation Methods -- chapter 5 Global Local Orthogonal Polynomial MAPping (GLO-MAP) in N Dimensions -- chapter 6 Nonlinear System Identification -- chapter 7 Distributed Parameter Systems -- chapter 8 Control Distribution for Over-Actuated Systems.