메뉴 건너뛰기




Volumn 40, Issue 8, 2013, Pages 3196-3206

Optimal design of fuzzy classification systems using PSO with dynamic parameter adaptation through fuzzy logic

Author keywords

Dynamic parameter adaptation; Fuzzy classification system; Fuzzy classifier; Fuzzy logic; Particle swarm optimization

Indexed keywords

DYNAMIC PARAMETER ADAPTATION; FUZZY CLASSIFICATION SYSTEMS; FUZZY CLASSIFIERS; FUZZY PARAMETER; MATHEMATICAL FUNCTIONS; METAHEURISTIC; OPTIMAL DESIGN; OPTIMIZATION PROBLEMS; SOCIAL BEHAVIOR;

EID: 84874649268     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2012.12.033     Document Type: Article
Times cited : (242)

References (26)
  • 2
    • 0012018345 scopus 로고
    • Comparison of classifiers in high dimensional settings
    • Dept. of Computer Science and Dept. of Mathematics and Statistics, James Cook University of North Queensland.
    • Aeberhard, S.; Coomans, D.; & de Vel, O. (1992). Comparison of classifiers in high dimensional settings. Tech. Rep. no. 92-02. Dept. of Computer Science and Dept. of Mathematics and Statistics, James Cook University of North Queensland.
    • (1992) Tech. Rep. No. 92-02
    • Aeberhard, S.1    Coomans, D.2    De Vel, O.3
  • 3
    • 77956617124 scopus 로고    scopus 로고
    • A fuzzy logic controller tuned with PSO for 2 DOF robot trajectory control
    • Z. Bingül, and O. Karahan A fuzzy logic controller tuned with PSO for 2 DOF robot trajectory control Expert Systems with Applications 38 1 2011 1017 1031
    • (2011) Expert Systems with Applications , vol.38 , Issue.1 , pp. 1017-1031
    • Bingül, Z.1    Karahan, O.2
  • 5
    • 72049084727 scopus 로고    scopus 로고
    • Modeling wine preferences by data mining from physicochemical properties
    • Elsevier
    • P. Cortez, A. Cerdeira, F. Almeida, T. Matos, and J. Reis Modeling wine preferences by data mining from physicochemical properties Decision support systems Vol. 47(4) 2009 Elsevier 547 553
    • (2009) Decision Support Systems , vol.474 , pp. 547-553
    • Cortez, P.1    Cerdeira, A.2    Almeida, F.3    Matos, T.4    Reis, J.5
  • 7
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomic problems
    • R. Fisher The use of multiple measurements in taxonomic problems Annals of Eugenics 7 1936 179 188
    • (1936) Annals of Eugenics , vol.7 , pp. 179-188
    • Fisher, R.1
  • 8
    • 0003536736 scopus 로고    scopus 로고
    • (2nd ed.). A Wiley-Interscience Publication.
    • Haupt, R.; & Haupt, S. (1998). Practical genetic algorithms (2nd ed.). A Wiley-Interscience Publication.
    • (1998) Practical Genetic
    • Haupt, R.1    Haupt, S.2
  • 10
    • 0030250431 scopus 로고    scopus 로고
    • Variability of impedivity in normal and pathological breast tissue
    • J. Jossinet Variability of impedivity in normal and pathological breast tissue Medical & Biological Engineering & Computing 34 1996 346 350
    • (1996) Medical & Biological Engineering & Computing , vol.34 , pp. 346-350
    • Jossinet, J.1
  • 11
    • 0029535737 scopus 로고
    • Particle swarm optimization
    • Piscataway, NJ: IEEE Service Center.
    • Kennedy, J.; & Eberhart, R. (1995). Particle swarm optimization. In Proc. IEEE int. conf. on neural networks (Vol. IV, pp. 1942-1948). Piscataway, NJ: IEEE Service Center.
    • (1995) Proc. IEEE Int. Conf. on Neural Networks , vol.4 , pp. 1942-1948
    • Kennedy, J.1    Eberhart, R.2
  • 13
    • 84874660580 scopus 로고    scopus 로고
    • Computer vision and fuzzy-neural systems
    • Kulkarni, A. (2001). Computer vision and fuzzy-neural systems. PH PTR.
    • (2001) PH PTR
    • Kulkarni, A.1
  • 14
    • 79958019819 scopus 로고    scopus 로고
    • Adaptive fuzzy approach to function approximation with PSO and RLSE
    • C. Li, and T. Wu Adaptive fuzzy approach to function approximation with PSO and RLSE Expert Systems with Applications 38 2011 13266 13273
    • (2011) Expert Systems with Applications , vol.38 , pp. 13266-13273
    • Li, C.1    Wu, T.2
  • 15
    • 84874665806 scopus 로고    scopus 로고
    • Marcin, M.; & Smutnicki, C. (2005). Test functions for optimization needs. < http://www.bioinformaticslaboratory.nl/twikidata/pub/Education/ NBICResearchSchool/Optimization/VanKampen/BackgroundInformation/ TestFunctions-Optimization.pdf >.
    • (2005) Test Functions for Optimization Needs
    • Marcin, M.1    Smutnicki, C.2
  • 16
    • 84861810268 scopus 로고    scopus 로고
    • A hybrid particle swarm optimization based fuzzy expert system for the diagnosis of coronary artery disease
    • S. Muthukaruppan, and M.J. Er A hybrid particle swarm optimization based fuzzy expert system for the diagnosis of coronary artery disease Expert Systems with Applications 39 2012 11657 11665
    • (2012) Expert Systems with Applications , vol.39 , pp. 11657-11665
    • Muthukaruppan, S.1    Er, M.J.2
  • 17
    • 0028482107 scopus 로고
    • Construction of fuzzy classification systems with rectangular fuzzy rules using genetic algorithms
    • K. Nozaki, H. Ishibuchi, and H. Tanaka Construction of fuzzy classification systems with rectangular fuzzy rules using genetic algorithms Fuzzy Set and Systems 65 1994 237 253
    • (1994) Fuzzy Set and Systems , Issue.65 , pp. 237-253
    • Nozaki, K.1    Ishibuchi, H.2    Tanaka, H.3
  • 20
    • 78751621343 scopus 로고    scopus 로고
    • An improved evolutionary method with fuzzy logic for combining particle swarm optimization and genetic algorithms
    • F. Valdez, P. Melin, and O. Castillo An improved evolutionary method with fuzzy logic for combining particle swarm optimization and genetic algorithms Applied Soft Computing 11 2 2011 2625 2632
    • (2011) Applied Soft Computing , vol.11 , Issue.2 , pp. 2625-2632
    • Valdez, F.1    Melin, P.2    Castillo, O.3
  • 22
    • 0025651706 scopus 로고
    • Multisurface method of pattern separation for medical diagnosis applied to breast cytology
    • W. Wolberg, and O. Mangasarian Multisurface method of pattern separation for medical diagnosis applied to breast cytology Proceedings of the National Academy of Sciences 87 1990 9193 9196
    • (1990) Proceedings of the National Academy of Sciences , vol.87 , pp. 9193-9196
    • Wolberg, W.1    Mangasarian, O.2
  • 26
    • 1642469977 scopus 로고    scopus 로고
    • Toward a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic
    • L. Zadeh Toward a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic Fuzzy Sets and Systems 90 1997 177
    • (1997) Fuzzy Sets and Systems , vol.90 , pp. 177
    • Zadeh, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.