The use of evolutionary optimization in fuzzy TSK model identification

IFAC Proceedings Volumes (IFAC-PapersOnline)

Volumn 6, Issue PART 1, 2006, Pages 414-419

  Wnuk, Paweł ^a  

^a WARSAW UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

Dynamic models; Fuzzy logic; Process simulators; TSK models

Indexed keywords

DYNAMIC MODELS; FAULT DETECTION; FUZZY LOGIC; GENETIC ALGORITHMS; PARTICLE SWARM OPTIMIZATION (PSO); PLANT MANAGEMENT; PNEUMATIC DRIVES;

EVOLUTIONARY OPTIMIZATIONS; GENETIC OPERATORS; HOMOGENEOUS ALGORITHM; MODEL IDENTIFICATION; PROCESS SIMULATORS; QUALITY INDICES; TSK MODELS;

FUZZY INFERENCE;

EID: 79961139736     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20060829-4-cn-2909.00068     Document Type: Conference Paper

References (8)

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5. Robuos H., Setnes M. (2000), Compact fuzzy models through complexity reduction and evolutionary optimization, Proc. of IEEE International Conference on Fuzzy Systems, 2000
6. Syfert M., Rzepiejewski P., Wnuk P., Kościelny J., (2005). Current Diagnostics of the Evaporation Station, 16th IFAC World Congress 2005
7. Takagi T., Sugeno M. (1985), Fuzzy Identifications of System and Its Applications to Modeling and Control, IEEE Trans. on System. Man and Cybernetic, 1985
8. Wnuk P. (2004), Genetic Optimization of Structure and Parameters of TSK Fuzzy Models, Elektronika 8-9 2004, 1-3