Construction of a multilayer perceptron for a piecewise linearly separable classification problem

Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS

Volumn 3, Issue , 2001, Pages 1770-1775

  Von Schmidt, Birka ^a   Klawonn, Frank ^b  

^a GERMAN AEROSPACE CENTER DLR   (Germany)

^b UNIVERSITY OF APPLIED SCIENCES EMDEN LEER   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

BOOLEAN FUNCTIONS; CLASSIFICATION (OF INFORMATION); EXPERT SYSTEMS; FUNCTION EVALUATION; LEARNING SYSTEMS; MEMBERSHIP FUNCTIONS; MULTILAYER NEURAL NETWORKS; PIECEWISE LINEAR TECHNIQUES;

FUZZY CLASSIFICATION; PIECEWISE LINEARLY SEPARABLE CLASSIFICATION; RULE BASED FUNCTION APPROXIMATION; SUPERVISED LEARNING;

FUZZY CONTROL;

EID: 0035792030     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (4)

1. D.Nauck, F.Klawonn, R.Kruse: "Foundations of Neuro-Fuzzy Systems", Wiley, Chichester 1997
2. B.von Schmidt, F.Klawonn: "Fuzzy Max-Min Classifiers Decide locally on the Basis of Two Attributes", Mathware und Softcomputing 6 (1999) 91-108
3. B.von Schmidt, F.Klawonn: "Construction of Fuzzy Classification Systems with the Łukasiewicz-t-norm", Proceedings of the 19th International Conference of the North American Fuzzy Information Processing Society, Atlanta 2000, 109-113
4. J.W.Lloyd: "Foundations of Logic Programming" Springer, Berlin 1987