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Regularized data-driven construction of fuzzy controllers

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Publication:4794283
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DOI10.1515/jiip.2002.10.4.319zbMath1022.65073OpenAlexW1966213225MaRDI QIDQ4794283

Martin Burger, Ulrich Bodenhofer, J. R. Haslinger, Heinz W. Engl

Publication date: 19 October 2003

Published in: jiip (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1515/jiip.2002.10.4.319


zbMATH Keywords

stabilityconvergenceregularizationfuzzy controlnumerical examplesTikhonov regularizationpseudoinverseleast squares methodsuccessive approximationsill-posed inverse problemGauss-Newton methodsSugeno algorithm


Mathematics Subject Classification ID

Numerical optimization and variational techniques (65K10) Fuzzy control/observation systems (93C42) Least squares and related methods for stochastic control systems (93E24)


Related Items (5)

On the compactness of admissible transformations of fuzzy partitions in terms of \(T\)-equivalence relations ⋮ Nonlinear function approximation: computing smooth solutions with an adaptive greedy algorithm ⋮ An energy-gain bounding approach to robust fuzzy identification ⋮ Regularized greedy algorithms for network training with data noise ⋮ Learning a function from noisy samples at a finite sparse set of points




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