Neural and fuzzy model performance evaluation of a dynamic production system

International Journal of Production Research

Volumn 44, Issue 6, 2006, Pages 1093-1105

  Taylan, O ^a  

^a KING ABDULAZIZ UNIVERSITY   (Saudi Arabia)

Author keywords

Artificial neural networks; Fuzzy modelling; Spray drying

Indexed keywords

ALGORITHMS; FUZZY SETS; INTELLIGENT STRUCTURES; MATHEMATICAL MODELS; PARAMETER ESTIMATION; REAL TIME SYSTEMS;

BACK-PROPAGATION MULTILAYER PERCEPTRON (BPMLP) ALGORITHM; FUZZY MODELING; PRODUCTION PROCESSES; SPRAY DRYING;

NEURAL NETWORKS;

EID: 32644475359     PISSN: 00207543     EISSN: None     Source Type: Journal    
DOI: 10.1080/00207540500362070     Document Type: Article

References (11)

1. Emami, M., Turksen, I.B. and Goldenberg, A.A., Development of a systematic methodology of fuzzy logic modeling, IEEE Trans. Fuzzy Sys., 1998, 6(3), 346-361.
2. Haykin, S., Neural Networks, 1994 (Macmillan: Macmillan College, New York).
3. Jang, J.S.R., Sun, C.T. and Mizutani, E., Neuro-Fuzzy and Soft Computing, 1997 (Prentice Hall: Englewood Cliffs, NJ).
4. Lin, C.-T.L. and Lee, C.S.G., Neural Fuzzy Systems, 1996 (Prentice Hall: Englewood Cliffs, NJ).
5. Mamdani, E.H., Application of fuzzy logic to approximate reasoning using linguistic systems, IEEE Trans. Comput. C, 1977, 26, 1182-1191.
6. Montgomery, C.D., Introduction to Statistical Quality Control, 4th Edn, 2001 (Wiley: New York, NY).
7. Sen, Z., Yapay Sinir Aglari Uygulamalari ve Teorisi, 2004 (Su Vakfi Yayinlari: Istanbul).
8. Takagi, T. and Sugeno, M., Fuzzy identification of systems and its application to modeling and control, IEEE Trans. Sys. Man Cybernet., 1985, SMC-15, 116-132.
9. Taylan, O. and Haydar, A., Artificial neural network models in prediction of the moisture content of a spray drying process, J. Korean Ceramic Soc., 2004, 41, 353-358.
10. Taylan, O. and Taskin, H., Fuzzy modeling of a production system, J. Naval Sci. Eng., 2003, 1, 1-13.
11. Zadeh, L. A., A fuzzy set theoretic interpretation of the linguistic hedges, J. Cybernet., 1972, 2, 4-34.