TY  - DATA
AU  - Nelles, Oliver
TI  - Nonlinear System Identification: from classical approaches to neural networks and fuzzy models
SN  - 3540673695
CY  - New York
PB  - Springer
N1  - Apéndice a índice alfabético, al final del libro; Referencias bibliográficas p. 757778; Introduction; Optimization techniques; Linear optimization; Nonlinear local optimization; Nonlinear global optimization; Unsupervised learning techniques; Model complexity optimization; Introduction to static models; Linear, polynomial and lookup table models; Neural networks; Fuzzy and neurofuzzy models; Local linear neurofuzzy models : fundamentals; Local linear neurofuzzy models . advanced aspects; Linear dynamic system identification; Nonlinear dynamic system identification; Classical polynomial approaches; Dynamic neural and fuzzy models; Dynamic local linear neurofuzzy models; Neural networks with international dynamics; Applications fof static models; Applications of dynamic models; Applications of advanced methods
ER  -