Genetic fuzzy rule-based modelling of dynamic systems using time series

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7269 LNCS, Issue , 2012, Pages 231-239

  Gorzałczany, Marian B ^a   Rudziński, Filip ^a  

^a KIELCE UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

BOX-JENKINS; FURNACE SYSTEMS; GENETIC-FUZZY; INFORMATION CONCERNING; MEASUREMENT DATA; QUALITATIVE DATA; RULE BASED; RULE-BASED TECHNIQUES;

ARTIFICIAL INTELLIGENCE; BENCHMARKING; EVOLUTIONARY ALGORITHMS; SOFT COMPUTING; TIME SERIES;

FUZZY RULES;

EID: 84860664110     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-29353-5_27     Document Type: Conference Paper

References (7)

1. Baczyński, M., Jayaram, B.: Fuzzy Implications. Springer, Heidelberg (2008)
2. Box, G.E., Jenkins, G.M.: Time Series Analysis: Forecasting and Control. Holden Day, San Francisco (1970)
3. Cordon, O., Herrera, F., Hoffmann, F., Magdalena, L.: Genetic Fuzzy Systems: Evolutionary Tuning and Learning of Fuzzy Knowledge Bases. World Scientific, Singapore (2001)
4. Gorzałczany, M.B.: Computational Intelligence Systems and Applications, Neuro- Fuzzy and Fuzzy Neural Synergisms. Physica-Verlag, Springer-Verlag Co., Heidelberg, New York (2002)
5. Gorzałczany, M.B., Rudziński, F.: A Modified Pittsburg Approach to Design a Genetic Fuzzy Rule-Based Classifier from Data. In: Rutkowski, L., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2010. LNCS, vol. 6113, pp. 88-96. Springer, Heidelberg (2010)
6. Gorzałczany, M.B., Rudziński, F.: Measurement data in genetic fuzzy modelling of dynamic systems. Pomiary, Automatyka, Kontrola 56(12), 1420-1423 (2010)
7. Gorzałczany, M.B., Rudziński, F.: Accuracy vs. Interpretability of Fuzzy Rule-Based Classifiers: An Evolutionary Approach. In: Rutkowski, L., et al. (eds.) ICAISC 2012. LNCS, vol. 7269, pp. 222-230. Springer, Heidelberg (2012)