WSVR-based fuzzy neural network with annealing robust algorithm for system identification

DOI10.1016/j.jfranklin.2012.02.006zbMath1254.93098OpenAlexW1999542849MaRDI QIDQ1926304

Chia-Nan Ko

Publication date: 28 December 2012

Published in: Journal of the Franklin Institute (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jfranklin.2012.02.006

zbMATH Keywords

fuzzy logicchaotic systemfuzzy neural network (FNN)wavelet kernel functionannealing robust learning algorithm (ARLA)compact support of wavelet functionsnumber of fuzzy rulesrobust algorithm for system integrationrobust learning capabilityself-learning ability of neural networkstwo nonlinear dynamic plantswavelet support vector regression (WSVR)WSVR-based fuzzy neural network

Mathematics Subject Classification ID

Fuzzy control/observation systems (93C42) Minimal systems representations (93B20) Identification in stochastic control theory (93E12)

Related Items (4)

An approximation Lagrangian-based algorithm for the maximum clique problem via deterministic annealing neural network ⋮ A new efficient hybrid intelligent method for nonlinear dynamical systems identification: the wavelet kernel fuzzy neural network ⋮ Variable-structure-systems based approach for online learning of spiking neural networks and its experimental evaluation ⋮ Direct adaptive control for nonlinear systems using a TSK fuzzy echo state network based on fractional-order learning algorithm

Cites Work

• Unnamed Item
• Decentralized neural identification and control for uncertain nonlinear systems: application to planar robot
• Genetically optimized hybrid fuzzy set based polynomial neural networks
• Identification of MIMO systems using radial basis function networks with hybrid learning algorithm
• Interval regression analysis using support vector networks
• A compensation-based recurrent fuzzy neural network for dynamic system identification
• Orthonormal bases of compactly supported wavelets

This page was built for publication: WSVR-based fuzzy neural network with annealing robust algorithm for system identification