메뉴 건너뛰기




Volumn 3, Issue 2, 2004, Pages 161-174

Defuzzification methods and new techniques for fuzzy controllers

Author keywords

Defuzzification; Fuzzy controllers; Fuzzy logic; Fuzzy sets; Inference; Membership functions

Indexed keywords

COMPUTER SIMULATION; CONTROL SYSTEM ANALYSIS; FUZZY SETS; GRAVITATION; MATHEMATICAL MODELS; MEMBERSHIP FUNCTIONS; NEURAL NETWORKS;

EID: 12444335972     PISSN: 16820053     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (31)

References (53)
  • 2
    • 34250406938 scopus 로고
    • Fuzzy logic and approximate reasoning
    • L. A. Zadeh, "Fuzzy logic and approximate reasoning," Synthese, vol. 30pp. 407-428, 1975.
    • (1975) Synthese , vol.30 , pp. 407-428
    • Zadeh, L.A.1
  • 3
    • 0015558134 scopus 로고
    • Outline of a new approach to the analysis of complex systems and decision processes
    • Jan.
    • L. A. Zadeh, "Outline of a new approach to the analysis of complex systems and decision processes," IEEE Trans. Systems, Man and Cybernetics, vol. 3, no. 1, pp. 28-44, Jan. 1973.
    • (1973) IEEE Trans. Systems, Man and Cybernetics , vol.3 , Issue.1 , pp. 28-44
    • Zadeh, L.A.1
  • 4
    • 0016458950 scopus 로고
    • The concept of a linguistic variable and its application to approximate reasoning
    • L. A. Zadeh, "The concept of a linguistic variable and its application to approximate reasoning," Information Sciences, vol. 8, pp. 199-249, 1975.
    • (1975) Information Sciences , vol.8 , pp. 199-249
    • Zadeh, L.A.1
  • 5
    • 0021474230 scopus 로고
    • Making computers think like people
    • Aug.
    • L. A. Zadeh, "Making computers think like people," IEEE Spectrum, vol. 21, no. 8, pp. 26-32, Aug. 1984.
    • (1984) IEEE Spectrum , vol.21 , Issue.8 , pp. 26-32
    • Zadeh, L.A.1
  • 6
    • 0018286315 scopus 로고
    • A linguistic self-organizing process controller
    • T. J. Procyk and E. H. Mamdani, "A linguistic self-organizing process controller," Automatica, vol. 15, pp. 15-30, 1979.
    • (1979) Automatica , vol.15 , pp. 15-30
    • Procyk, T.J.1    Mamdani, E.H.2
  • 7
    • 0343927826 scopus 로고
    • Rule-based self-organizing controller
    • by M.M. Gupta and T. Yamakawa, Editors, Elsevier Science Pubs.
    • K. Sugiyama, "Rule-based self-organizing controller," Fuzzy Computing Theory, Hardware and Applications, by M.M. Gupta and T. Yamakawa, Editors, Elsevier Science Pubs., pp. 341-353, 1988.
    • (1988) Fuzzy Computing Theory, Hardware and Applications , pp. 341-353
    • Sugiyama, K.1
  • 8
    • 0001268158 scopus 로고    scopus 로고
    • Evolving fuzzy rule based controllers using genetic algorithms
    • Jun.
    • B. Carse, T. C. Fogarty, and A. Munro, "Evolving fuzzy rule based controllers using genetic algorithms," Fuzzy Sets and Systems, vol. 80, no. 3, pp. 273-293, Jun. 1996.
    • (1996) Fuzzy Sets and Systems , vol.80 , Issue.3 , pp. 273-293
    • Carse, B.1    Fogarty, T.C.2    Munro, A.3
  • 9
    • 0027601884 scopus 로고
    • ANFIS: Adaptive-network-based fuzzy inference system
    • May/Jun.
    • J. S. R. Jang, "ANFIS: Adaptive-network-based fuzzy inference system," IEEE Trans. Systems, Man and Cybernetics, vol. 23, no. 3, pp. 665-685, May/Jun. 1993.
    • (1993) IEEE Trans. Systems, Man and Cybernetics , vol.23 , Issue.3 , pp. 665-685
    • Jang, J.S.R.1
  • 10
    • 0001081908 scopus 로고    scopus 로고
    • A self-organizing adaptive fuzzy controller
    • Jun.
    • C. -H. Lee and S. -D. Wang, "A self-organizing adaptive fuzzy controller," Fuzzy Sets and Systems, vol. 80, no. 3, pp. 295-313, Jun. 1996.
    • (1996) Fuzzy Sets and Systems , vol.80 , Issue.3 , pp. 295-313
    • Lee, C.-H.1    Wang, S.D.2
  • 11
    • 0041375538 scopus 로고    scopus 로고
    • Construction of fuzzy systems using least squares method and genetic algorithm
    • 1 Aug.
    • C. W. Lee and Y. C. Shin, "Construction of fuzzy systems using least squares method and genetic algorithm," Fuzzy Sets and Systems, vol. 137, no. 3, pp. 297-323, 1 Aug. 2003.
    • (2003) Fuzzy Sets and Systems , vol.137 , Issue.3 , pp. 297-323
    • Lee, C.W.1    Shin, Y.C.2
  • 12
    • 17944398986 scopus 로고    scopus 로고
    • Neuro-fuzzy system with learning tolerant to imprecision
    • 1 Sep.
    • J. M. Leski, "Neuro-fuzzy system with learning tolerant to imprecision," Fuzzy Sets and Systems, vol. 138, no. 2, pp. 427-439, 1 Sep. 2003.
    • (2003) Fuzzy Sets and Systems , vol.138 , Issue.2 , pp. 427-439
    • Leski, J.M.1
  • 13
    • 0002995543 scopus 로고    scopus 로고
    • Fuzzy logic controller based on genetic algorithms
    • 14 Oct.
    • R. Li and Y. Zhang, "Fuzzy logic controller based on genetic algorithms," Fuzzy Sets and Systems, vol. 83, no. 1, pp. 1-10, 14 Oct. 1996.
    • (1996) Fuzzy Sets and Systems , vol.83 , Issue.1 , pp. 1-10
    • Li, R.1    Zhang, Y.2
  • 14
    • 0031275772 scopus 로고    scopus 로고
    • Using fuzzy partitions to create fuzzy systems from input-output data and set the initial weights in a fuzzy neural network
    • Nov.
    • Y. Lin, G. A. Cunningham III, and S. V. Coggeshall, "Using fuzzy partitions to create fuzzy systems from input-output data and set the initial weights in a fuzzy neural network," IEEE Trans. Fuzzy Systems, vol. 5, no. 4, pp. 614-621, Nov. 1997.
    • (1997) IEEE Trans. Fuzzy Systems , vol.5 , Issue.4 , pp. 614-621
    • Lin, Y.1    Cunningham III, G.A.2    Coggeshall, S.V.3
  • 15
    • 0026998481 scopus 로고
    • A learning method of fuzzy inference rules by descent method
    • San Diago, California, Mar.
    • H. Nomura, I. Hayashi, and N. Wakami, "A learning method of fuzzy inference rules by descent method," in Proc. IEEE Int. Conf. on Fuzzy Systems, pp. 203-210, San Diago, California, Mar. 1992.
    • (1992) Proc. IEEE Int. Conf. on Fuzzy Systems , pp. 203-210
    • Nomura, H.1    Hayashi, I.2    Wakami, N.3
  • 17
    • 0034154925 scopus 로고    scopus 로고
    • An improvement of neuro-fuzzy learning algorithm for tuning fuzzy rules
    • 1 Mar.
    • Y. Shi and M. Mizumoto, "An improvement of neuro-fuzzy learning algorithm for tuning fuzzy rules," Fuzzy Sets and Systems, vol. 118, no. 2, pp. 339-350, 1 Mar. 2001.
    • (2001) Fuzzy Sets and Systems , vol.118 , Issue.2 , pp. 339-350
    • Shi, Y.1    Mizumoto, M.2
  • 19
    • 0001836523 scopus 로고    scopus 로고
    • Implementing fuzzy logic controllers using a neural network framework
    • R. R. Yager, "Implementing fuzzy logic controllers using a neural network framework," Fuzzy Sets and Systems, vol. 48, pp. 53-64, 1999.
    • (1999) Fuzzy Sets and Systems , vol.48 , pp. 53-64
    • Yager, R.R.1
  • 20
    • 0035400623 scopus 로고    scopus 로고
    • Modelling and linguistic knowledge extraction from systems using fuzzy relational models
    • 1 Jul.
    • R. J. G. B. Campello and W. C. Amaral, "Modelling and linguistic knowledge extraction from systems using fuzzy relational models," Fuzzy Sets and Systems, vol. 121, no. 1, pp. 113-126, 1 Jul. 2001.
    • (2001) Fuzzy Sets and Systems , vol.121 , Issue.1 , pp. 113-126
    • Campello, R.J.G.B.1    Amaral, W.C.2
  • 21
    • 0037117195 scopus 로고    scopus 로고
    • Adaptation and learning of a fuzzy system by nearest neighbor clustering
    • 16 Mar.
    • P. T. Chan and A. B. Rad, "Adaptation and learning of a fuzzy system by nearest neighbor clustering," Fuzzy Sets and Systems, vol. 126, no. 3, pp. 353-366, 16 Mar. 2002.
    • (2002) Fuzzy Sets and Systems , vol.126 , Issue.3 , pp. 353-366
    • Chan, P.T.1    Rad, A.B.2
  • 22
    • 0031146974 scopus 로고    scopus 로고
    • A fuzzy clustering-based rapid prototyping for fuzzy rule-based modelling
    • May
    • M. Delgado, A. F. G. Skarmita, and F. Martin, "A fuzzy clustering-based rapid prototyping for fuzzy rule-based modelling," IEEE Trans. Fuzzy Systems, vol. 5, no. 2, pp. 223-233, May 1997.
    • (1997) IEEE Trans. Fuzzy Systems , vol.5 , Issue.2 , pp. 223-233
    • Delgado, M.1    Skarmita, A.F.G.2    Martin, F.3
  • 23
    • 0002777761 scopus 로고
    • Equality relations as a basis for fuzzy control
    • 10 Mar.
    • F. Klawonn and R. Kruse, "Equality relations as a basis for fuzzy control," Fuzzy Sets and Systems, vol. 54, no. 2, pp. 147-156, 10 Mar. 1993.
    • (1993) Fuzzy Sets and Systems , vol.54 , Issue.2 , pp. 147-156
    • Klawonn, F.1    Kruse, R.2
  • 24
    • 12444314575 scopus 로고    scopus 로고
    • A fuzzy-logic-based approach to qualitative modeling
    • Feb.
    • M. Sugeno and T. Yasukawa, "A fuzzy-logic-based approach to qualitative modeling," IEEE Trans. Fuzzy Systems, vol. 1, no. 1, pp. 37-47, Feb. 1998.
    • (1998) IEEE Trans. Fuzzy Systems , vol.1 , Issue.1 , pp. 37-47
    • Sugeno, M.1    Yasukawa, T.2
  • 25
    • 0027679970 scopus 로고
    • Identification of fuzzy relational model and its application to control
    • Oct.
    • S. Y. Yi and M.J. Chung, "Identification of fuzzy relational model and its application to control," Fuzzy Sets and Systems, vol. 59, no. 1, pp. 25-33, Oct. 1993.
    • (1993) Fuzzy Sets and Systems , vol.59 , Issue.1 , pp. 25-33
    • Yi, S.Y.1    Chung, M.J.2
  • 29
    • 0036721723 scopus 로고    scopus 로고
    • An accurate COG detuzzifier design using Lamarckin co-adaption of learning and evolution
    • Sep.
    • D. Kim, Y. -S. Choi, S. -Y. Lee, "An accurate COG detuzzifier design using Lamarckin co-adaption of learning and evolution," Fuzzy Sets and Systems, vol. 130, no. 2, pp. 207-225, Sep. 2002.
    • (2002) Fuzzy Sets and Systems , vol.130 , Issue.2 , pp. 207-225
    • Kim, D.1    Choi, Y.S.2    Lee, S.-Y.3
  • 30
    • 16344368532 scopus 로고    scopus 로고
    • "Cooperative neighbors in defuzzification
    • 26 Feb.
    • S. Roychowdhury and B. -H. Wang, "Cooperative neighbors in defuzzification," Fuzzy Sets and Systems, vol. 78, no. 1, pp. 37-49, 26 Feb. 1996.
    • (1996) Fuzzy Sets and Systems , vol.78 , Issue.1 , pp. 37-49
    • Roychowdhury, S.1    Wang, B.H.2
  • 31
    • 0001392375 scopus 로고    scopus 로고
    • Adaptive learning defuzzification techniques and applications
    • Aug.
    • Q. Song and R.P. Leland, "Adaptive learning defuzzification techniques and applications," Fuzzy Sets and Systems, vol. 81, no. 3, pp. 321-329. Aug. 1996.
    • (1996) Fuzzy Sets and Systems , vol.81 , Issue.3 , pp. 321-329
    • Song, Q.1    Leland, R.P.2
  • 32
    • 0041058850 scopus 로고    scopus 로고
    • Knowledge-based defuzzification
    • Jun.
    • R. R. Yager, "Knowledge-based defuzzification," Fuzzy Sets and Systems, vol. 80, no. 2, pp. 177-185, Jun. 1996.
    • (1996) Fuzzy Sets and Systems , vol.80 , Issue.2 , pp. 177-185
    • Yager, R.R.1
  • 33
    • 43949169345 scopus 로고
    • On the issue of defuzzification and selection based on a fuzzy set
    • 10 May
    • R. R. Yager and D. Filev, "On the issue of defuzzification and selection based on a fuzzy set," Fuzzy Sets and Systems, vol. 55, no. 3, pp. 255-271, 10 May 1993.
    • (1993) Fuzzy Sets and Systems , vol.55 , Issue.3 , pp. 255-271
    • Yager, R.R.1    Filev, D.2
  • 34
    • 0000093567 scopus 로고
    • An adaptive approach to defuzzification based on level sets
    • Mar.
    • R. R. Yager and D. Filev, "An adaptive approach to defuzzification based on level sets," Fuzzy Sets and Systems, vol. 54, no. 3, pp. 335-360, Mar. 1993.
    • (1993) Fuzzy Sets and Systems , vol.54 , Issue.3 , pp. 335-360
    • Yager, R.R.1    Filev, D.2
  • 35
    • 0000332578 scopus 로고    scopus 로고
    • Defuzzification: Criteria and classification
    • Dec.
    • W. V. Leekwijck and, E. Kerre, "Defuzzification: Criteria and classification," Fuzzy Sets and Systems, vol. 108, no. 2, pp. 159-178, Dec. 1999.
    • (1999) Fuzzy Sets and Systems , vol.108 , Issue.2 , pp. 159-178
    • Leekwijck, W.V.1    Kerre, E.2
  • 36
    • 0036603834 scopus 로고    scopus 로고
    • On the compatibility between defuzzification and fuzzy arithmetic operations
    • Jun.
    • M. Oussalah, "On the compatibility between defuzzification and fuzzy arithmetic operations," Fuzzy Sets and Systems, vol. 128, no. 2, pp. 247-260, Jun. 2002.
    • (2002) Fuzzy Sets and Systems , vol.128 , Issue.2 , pp. 247-260
    • Oussalah, M.1
  • 37
    • 0037121512 scopus 로고    scopus 로고
    • Some numerical aspects of center of area defuzzification method
    • Dec.
    • A. V. Patel and B. M. Mohan, "Some numerical aspects of center of area defuzzification method," Fuzzy Sets and Systems, vol. 132, no. 2, pp. 401-409, Dec. 2002.
    • (2002) Fuzzy Sets and Systems , vol.132 , Issue.2 , pp. 401-409
    • Patel, A.V.1    Mohan, B.M.2
  • 39
    • 0030212667 scopus 로고    scopus 로고
    • A unifying approach to defuzzification and comparison of the outputs of fuzzy controllers
    • Aug.
    • J. J. Saade, "A unifying approach to defuzzification and comparison of the outputs of fuzzy controllers," IEEE Trans. Fuzzy Systems, vol.4, no. 3, pp. 227-237, Aug. 1996.
    • (1996) IEEE Trans. Fuzzy Systems , vol.4 , Issue.3 , pp. 227-237
    • Saade, J.J.1
  • 40
    • 38249001791 scopus 로고
    • A proposal for a defuzzication strategy by the concept of sensitivity analysis
    • Apr.
    • S. Mabushi, "A proposal for a defuzzication strategy by the concept of sensitivity analysis," Fuzzy Sets and Systems, vol. 55, no. 1, pp. 1-14, Apr. 1993.
    • (1993) Fuzzy Sets and Systems , vol.55 , Issue.1 , pp. 1-14
    • Mabushi, S.1
  • 41
    • 0008223779 scopus 로고
    • A set theoretic defuzzification method
    • Nov.
    • J. V. Oliveira, "A set theoretic defuzzification method," Fuzzy Sets and Systems, vol. 76, no. 1, pp. 63-71, Nov. 1995.
    • (1995) Fuzzy Sets and Systems , vol.76 , Issue.1 , pp. 63-71
    • Oliveira, J.V.1
  • 42
    • 0012645389 scopus 로고    scopus 로고
    • Defuzzification based new algorithm for the design of Mamdani-type fuzzy controllers
    • J. J. Saade, "Defuzzification based new algorithm for the design of Mamdani-type fuzzy controllers," Mathware and Soft Computing, vol. 7, no. 2-3, pp. 159-173, 2000.
    • (2000) Mathware and Soft Computing , vol.7 , Issue.2-3 , pp. 159-173
    • Saade, J.J.1
  • 43
    • 0001826741 scopus 로고
    • Advanced fuzzy logic control of a model car in extreme situations
    • 26 May
    • C. Von Altrock, B. Krause, and H. -J. Zimmermann, "Advanced fuzzy logic control of a model car in extreme situations," Fuzzy Sets and Systems, vol. 48, no. 1, pp. 41-52, 26 May 1992.
    • (1992) Fuzzy Sets and Systems , vol.48 , Issue.1 , pp. 41-52
    • Von Altrock, C.1    Krause, B.2    Zimmermann, H.J.3
  • 47
    • 0031076949 scopus 로고    scopus 로고
    • Selection of appropriate defuzzification methods using application specific properties
    • Feb.
    • T. A. Runkler, "Selection of appropriate defuzzification methods using application specific properties," IEEE Trans. Fuzzy Systems, vol. 5, no.1, pp. 72-79, Feb. 1997.
    • (1997) IEEE Trans. Fuzzy Systems , vol.5 , Issue.1 , pp. 72-79
    • Runkler, T.A.1
  • 48
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its application to modeling and control
    • Jan/Feb.
    • T. Takagi and M. Sugeno, "Fuzzy identification of systems and its application to modeling and control," IEEE Trans. Systems, Man and Cybernetics, vol. 15, no. 1, pp. 116-132, Jan/Feb. 1985.
    • (1985) IEEE Trans. Systems, Man and Cybernetics , vol.15 , Issue.1 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 49
    • 0000864293 scopus 로고    scopus 로고
    • A simple but powerful method for generating fuzzy rules from numerical data
    • Mar.
    • K. Nozaki, H. Ishubushi, and H. Tanaka, "A simple but powerful method for generating fuzzy rules from numerical data," Fuzzy Sets and Systems, vol. 86, no. 3, pp. 251-270, Mar. 1997.
    • (1997) Fuzzy Sets and Systems , vol.86 , Issue.3 , pp. 251-270
    • Nozaki, K.1    Ishubushi, H.2    Tanaka, H.3
  • 50
    • 38249010493 scopus 로고
    • Ordering fuzzy sets over the real line: An approach based on decision making under uncertainty
    • Sep.
    • J. J. Saade, and H. Schwarzlander, "Ordering fuzzy sets over the real line: An approach based on decision making under uncertainty," Fuzzy Sets and Systems, vol. 50, no. 3, pp. 237-246, Sep. 1992.
    • (1992) Fuzzy Sets and Systems , vol.50 , Issue.3 , pp. 237-246
    • Saade, J.J.1    Schwarzlander, H.2
  • 51
    • 0347813538 scopus 로고
    • Report No. ERL-69-8, Electronics Research Lab., University of California, Berkeley, Nov.
    • R. E. Bellman and L. A. Zadeh, Decision Making in a Fuzzy Environment, Report No. ERL-69-8, Electronics Research Lab., University of California, Berkeley, Nov. 1969.
    • (1969) Decision Making in a Fuzzy Environment
    • Bellman, R.E.1    Zadeh, L.A.2
  • 52
    • 0030085030 scopus 로고    scopus 로고
    • Generalized defuzzification strategies and their parameter learning procedures
    • Feb.
    • T. Jiang and Y. Li, "Generalized defuzzification strategies and their parameter learning procedures," IEEE Trans. Fuzzy Systems, vol. 4, no. 1, pp. 64-71, Feb. 1996.
    • (1996) IEEE Trans. Fuzzy Systems , vol.4 , Issue.1 , pp. 64-71
    • Jiang, T.1    Li, Y.2
  • 53
    • 0037448736 scopus 로고    scopus 로고
    • An efficient data-driven fuzzy approach to the motion planning problem of a mobile robot
    • Feb.
    • M. Al-Khatib and J. J. Saade, "An efficient data-driven fuzzy approach to the motion planning problem of a mobile robot," Fuzzy Sets and Systems, vol. 134, no. 1, pp. 65-82, Feb. 2003.
    • (2003) Fuzzy Sets and Systems , vol.134 , Issue.1 , pp. 65-82
    • Al-Khatib, M.1    Saade, J.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.