Approximation of nonlinear processes with hinging hyperplane trees;Approximation nichtlinearer prozesse mit hinging hyperplane baummodellen

At-Automatisierungstechnik

Volumn 50, Issue 4, 2002, Pages 147-154

  Töpfer, Susanne ^a  

^a DARMSTADT UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 85007188008     PISSN: 01782312     EISSN: None     Source Type: Journal    
DOI: 10.1524/auto.2002.50.4.147     Document Type: Article

References (14)

1. Babuška, R., Verbruggen, H. B.: Identification of composite linear models via fuzzy clustering. In: European Control Conference. Rome, Italy, 1995, S. 1207-1212
2. Bosch: Ottomotor-Management. Vieweg, 1993
3. Breiman, L.: Hinging Hyperplanes for Regression, Classification, and Function Approximation. In: IEEE Transactions on Information Theory 39 (1993), Nr. 3, S. 999-1013
4. Ernst(Töpfer), S.: Hinging Hyperplane Trees for Approximation and Identification. In: IEEE Conference on Decision and Control (CDC). Tampa, USA, 1998, S. 1266-1271
5. Ernst(Töpfer), S.: Nonlinear System Identification with Hinging Hyperplane Trees. In: European Congress on Intelligent Techniques and Soft Computing (EUFIT). Aachen, Germany, 1998, S. 659-663
6. Gunn, S. R., Brown, M., Bossley, K. M.: Network Performance Assessment for Neurofuzzy Data Modelling. In: Intelligent Data Analysis Conference. London, UK, 1997
7. Jang, J. S. R.: ANFIS: Adaptive-Network-Based Fuzzy Inference Systems. In: IEEE Transactions on Systems, Man, and Cybernetics 23 (1993), S. 665-685
8. Johansen, T. A.: Operating Regime Based Process Modeling and Identification. Trondheim, Norway, Dissertation 1994
9. Murray-Smith, R.: A Local Model Network Approach to Nonlinear Modeling. Strathclyde, UK, University of Strathclyde, Dissertation 1994
10. Murray-Smith, R., Johanson, T. A.: Multiple Model Approaches to Modelling and Control. London: Tayler & Francis, 1997
11. Nelles, O.: Nonlinear System Identification. Springer Verlag, 2000
12. Nelles, O., Ernst, S., Isermann, R.: Neuronale Netze zur Identifikation nichtlinearer, dynamischer Systeme: Ein Überblick. In: Automatisierungstechnik 45 (1997), S. 251-262
13. Pucar, P, Millnert, M.: Smooth Hinging Hyperplanes - An Alternative to Neural Nets. In: European Control Conference (ECC). Rome, Italy, 1995, S. 1173-1178
14. Sjöberg, J., Zhang, Q., Ljung, L., Benveniste, A., Delyon, B., Glorennec, P Y, Hjalmarsson, H., Juditsky, A.: Nonlinear Black-Box Modeling in System Identification: A Unified Overview. In: Automatica 31 (1995), S. 1691-1724