Nonlinear set-membership estimation: A support vector machine approach
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| 024 | 7 | 0 | |a 10.1515/156939404773972752 |2 doi |
| 035 | |a (NATIONALLICENCE)gruyter-10.1515/156939404773972752 | ||
| 245 | 0 | 0 | |a Nonlinear set-membership estimation: A support vector machine approach |h [Elektronische Daten] |c [K. J. Keesman, R. Stappers] |
| 520 | 3 | |a In this paper a support vector machine (SVM) approach for characterizing the feasible parameter set (FPS) in non-linear set-membership estimation problems is presented. It iteratively solves a regression problem from which an approximation of the boundary of the FPS can be determined. To guarantee convergence to the boundary the procedure includes a no-derivative line search and for an appropriate coverage of points on the FPS boundary it is suggested to start with a sequential box pavement procedure. The SVM approach is illustrated on a simple sine and exponential model with two parameters and an agro-forestry simulation model. | |
| 540 | |a Copyright 2004, Walter de Gruyter | ||
| 700 | 1 | |a Keesman |D K. J. |u Systems and Control Group, Wageningen University, P.O. Box 43, 6700 AA Wageningen, The Netherlands. E-mail: karel.keesman@wur.nl |4 aut | |
| 700 | 1 | |a Stappers |D R. |u Systems and Control Group, Wageningen University, P.O. Box 43, 6700 AA Wageningen, The Netherlands. E-mail: karel.keesman@wur.nl |4 aut | |
| 773 | 0 | |t Journal of Inverse and Ill-posed Problems |d Walter de Gruyter |g 12/1(2004-02-01), 27-41 |x 0928-0219 |q 12:1<27 |1 2004 |2 12 |o jiip | |
| 856 | 4 | 0 | |u https://doi.org/10.1515/156939404773972752 |q text/html |z Onlinezugriff via DOI |
| 908 | |D 1 |a research article |2 jats | ||
| 950 | |B NATIONALLICENCE |P 856 |E 40 |u https://doi.org/10.1515/156939404773972752 |q text/html |z Onlinezugriff via DOI | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Keesman |D K. J. |u Systems and Control Group, Wageningen University, P.O. Box 43, 6700 AA Wageningen, The Netherlands. E-mail: karel.keesman@wur.nl |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Stappers |D R. |u Systems and Control Group, Wageningen University, P.O. Box 43, 6700 AA Wageningen, The Netherlands. E-mail: karel.keesman@wur.nl |4 aut | ||
| 950 | |B NATIONALLICENCE |P 773 |E 0- |t Journal of Inverse and Ill-posed Problems |d Walter de Gruyter |g 12/1(2004-02-01), 27-41 |x 0928-0219 |q 12:1<27 |1 2004 |2 12 |o jiip | ||
| 900 | 7 | |b CC0 |u http://creativecommons.org/publicdomain/zero/1.0 |2 nationallicence | |
| 898 | |a BK010053 |b XK010053 |c XK010000 | ||
| 949 | |B NATIONALLICENCE |F NATIONALLICENCE |b NL-gruyter | ||