Weighted Fuzzy Genetic Programming Algorithm for Structure and Parameters Selection of Fuzzy Systems for Nonlinear Modelling
作者： Krystian Łapa , Krzysztof Cpałka
DOI: 10.1007/978-3-319-46583-8_13
关键词:
摘要: In this paper a weighted fuzzy genetic programming algorithm for selection of structure and parameters systems nonlinear modelling is proposed. This method based on innovations in concern, among the others, using weights aggregation operators, rules, fitness function criteria designed dynamic links between rules base. The proposed was tested with use typical problems.
springer.com
sci-hub.st 参考文章(20)
Shi Cheng, Yuhui Shi, Quande Qin, Qingyu Zhang, Ruibin Bai, Population Diversity Maintenance In Brain Storm Optimization Algorithm soft computing. ,vol. 4, pp. 83- 97 ,(2014) , 10.1515/JAISCR-2015-0001
Krystian Łapa, Krzysztof Cpałka, Alexander I. Galushkin, A New Interpretability Criteria for Neuro-Fuzzy Systems for Nonlinear Classification international conference on artificial intelligence and soft computing. pp. 448- 468 ,(2015) , 10.1007/978-3-319-19324-3_41
Marcin Gabryel, Marcin Woźniak, Robertas Damaševičius, An Application of Differential Evolution to Positioning Queueing Systems Artificial Intelligence and Soft Computing. pp. 379- 390 ,(2015) , 10.1007/978-3-319-19369-4_34
Zoran Bosnić, Igor Kononenko, Correction of Regression Predictions Using the Secondary Learner on the Sensitivity Analysis Outputs Computing and Informatics \/ Computers and Artificial Intelligence. ,vol. 29, pp. 929- 946 ,(2010)
Enn Tyugu, Mihhail Matskin, Strategies of structural synthesis of programs and its extensions Computing and Informatics \/ Computers and Artificial Intelligence. ,vol. 20, pp. 1- 25 ,(2001)
Arthur Christopoulos, Harvey Motulsky, Fitting models to biological data using linear and nonlinear regression : a practical guide to curve fitting Oxford University Press. ,(2004)
D. Stuart Pope, Thomas F. Brooks, Michael A. Marcolini, Airfoil self-noise and prediction Unknown. ,(1989)
Raphael M. Robinson, Mersenne and Fermat numbers Proceedings of the American Mathematical Society. ,vol. 5, pp. 842- 846 ,(1954) , 10.1090/S0002-9939-1954-0064787-4
C.J. Carmona, V. Ruiz-Rodado, M.J. del Jesus, A. Weber, M. Grootveld, P. González, D. Elizondo, A fuzzy genetic programming-based algorithm for subgroup discovery and the application to one problem of pathogenesis of acute sore throat conditions in humans Information Sciences. ,vol. 298, pp. 180- 197 ,(2015) , 10.1016/J.INS.2014.11.030
M.J. Gacto, R. Alcalá, F. Herrera, Interpretability of linguistic fuzzy rule-based systems: An overview of interpretability measures Information Sciences. ,vol. 181, pp. 4340- 4360 ,(2011) , 10.1016/J.INS.2011.02.021