02223nam0 22004573i 450 VAN022943420230605113320.120N978303047439320211019d2020 |0itac50 baengCH|||| |||||Nonlinear System Identificationfrom Classical Approaches to Neural Networks, Fuzzy Models, and Gaussian ProcessesOliver Nelles2. edChamSpringer2020xxviii, 1225 p.ill.24 cmVAN0229435Nonlinear System Identification : From Classical Approaches to Neural Networks, Fuzzy Models, and Gaussian Processes188203793CxxModel systems in control theory [MSC 2020]VANC022769MF93B30System identification [MSC 2020]VANC023144MF93-XXSystems theory; control [MSC 2020]VANC027040MF93B20Minimal systems representations [MSC 2020]VANC036863MFComplexityKW:KFuzzy and neuro-fuzzy modelsKW:KIdentification of dynamic systemsKW:KLinear and nonlinear dynamic system identificationKW:KLinear optimizationKW:KLocal model networks HILOMOTKW:KLong short-term memory (LSTM) networksKW:KNonlinear finite impulse response (NFIR)KW:KNonlinear local optimizationKW:KCHChamVANL001889NellesOliverVANV19173744047Springer <editore>VANV108073650ITSOL20240614RICAhttp://doi.org/10.1007/978-3-030-47439-3E-book – Accesso al full-text attraverso riconoscimento IP di Ateneo, proxy e/o ShibbolethBIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICAIT-CE0120VAN08NVAN0229434BIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICA08CONS e-book 4306 08eMF4306 20211019 Nonlinear System Identification : from Classical Approaches to Neural Networks, Fuzzy Models, and Gaussian Processes1882037UNICAMPANIA