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Volumn 38, Issue 7, 2011, Pages 8159-8169

Fuzzy model tuning using simulated annealing

Author keywords

Fuzzy model extraction; Fuzzy model tuning; Mamdani fuzzy model; Optimization; Simulated annealing

Indexed keywords

CHAOTIC TIME SERIES; COOLING SCHEDULE; DISTURBANCE MECHANISMS; FUZZY C-MEANS CLUSTERING ALGORITHMS; FUZZY C-MEANS CLUSTERING METHOD; FUZZY MODEL TUNING; FUZZY MODELS; INITIAL SOLUTION; INPUT-OUTPUT DATA; MAMDANI FUZZY MODEL; MAMDANI FUZZY MODELS; MAMDANI TYPE; METAHEURISTIC; SIMULATED ANNEALING ALGORITHMS;

EID: 79952453412     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2010.12.159     Document Type: Article
Times cited : (33)

References (40)
  • 1
    • 0021899088 scopus 로고
    • Statistical cooling: A general approach to combinatorial optimization problems
    • E.H.L. Aarts, and P.J.M.V. Laarhoven Statistical cooling: A general approach to combinatorial optimization problems Philips Journal of Research 40 1985 193 226 (Pubitemid 15607757)
    • (1985) Philips Journal of Research , vol.40 , Issue.4 , pp. 193-226
    • Aarts, E.H.L.1    Van Laarhoven, P.J.M.2
  • 2
    • 67649126200 scopus 로고    scopus 로고
    • Learning concurrently partition granularities and rule bases of mamdani fuzzy systems in a multi-objective evolutionary framework
    • M. Antonelli, P. Ducange, B. Lazzerini, and F. Marcelloni Learning concurrently partition granularities and rule bases of mamdani fuzzy systems in a multi-objective evolutionary framework International Journal of Approximate Reasoning 50 2009 1066 1080
    • (2009) International Journal of Approximate Reasoning , vol.50 , pp. 1066-1080
    • Antonelli, M.1    Ducange, P.2    Lazzerini, B.3    Marcelloni, F.4
  • 3
    • 0021501607 scopus 로고
    • The n-city traveling salesman problem: Statistical mechanics and the metropolis algorithm
    • Bonomi, E., Lutton, J. (1984). The n-city traveling salesman problem: Statistical mechanics and the metropolis algorithm. No. 4 in SIAM Review. (Vol. 26, pp. 551-568). (Pubitemid 17491613)
    • (1984) SIAM Review , vol.26 , Issue.4 , pp. 551-568
    • Bonomi Ernesto1    Lutton Jean-Luc2
  • 4
    • 0021819411 scopus 로고
    • Thermodynamical approach to the traveling salesman problem:An efficient simulation algorithm
    • V. Cerny Thermodynamical approach to the traveling salesman problem:An efficient simulation algorithm Journal of Optimization Theory and Application 45 1 1985 41 51 (Pubitemid 15462741)
    • (1985) Journal of Optimization Theory and Applications , vol.45 , Issue.1 , pp. 41-51
    • Cerny, V.1
  • 5
    • 0742320762 scopus 로고    scopus 로고
    • Rule-base self-generation and simplification for data-driven fuzzy models
    • M.Y. Chen, and D.A. Linkens Rule-base self-generation and simplification for data-driven fuzzy models Fuzzy Sets and Systems 142 2004 243 265
    • (2004) Fuzzy Sets and Systems , vol.142 , pp. 243-265
    • Chen, M.Y.1    Linkens, D.A.2
  • 6
    • 0031077375 scopus 로고    scopus 로고
    • Automatically determine the membership function based on the maximum entropy principle
    • H.D. Cheng, and J.-R. Chen Automatically determine the membership function based on the maximum entropy principle Information Sciences 96 1997 163 182
    • (1997) Information Sciences , vol.96 , pp. 163-182
    • Cheng, H.D.1    Chen, J.-R.2
  • 7
    • 0037782746 scopus 로고    scopus 로고
    • Hybridizing genetic algorithms with sharing scheme and evolution strategies for designing approximate fuzzy rule-based systems
    • DOI 10.1016/S0165-0114(98)00349-2
    • O. Cordon, and F. Herrera Hybridizing genetic algorithms with sharing scheme and evolution strategies for designing approximate fuzzy rule-based systems Fuzzy Sets and Systems 118 2001 235 255 (Pubitemid 32028655)
    • (2000) Fuzzy Sets and Systems , vol.118 , Issue.2 , pp. 235-255
    • Cordon, O.1    Herrera, F.2
  • 8
    • 0035415952 scopus 로고    scopus 로고
    • Generating the knowledge base of a fuzzy rule-based system by the genetic learning of the data base
    • DOI 10.1109/91.940977, PII S1063670601045301, Fuzzy Logic at the Turn of the Millennium
    • O. Cordon, F. Herrera, and P. Villar Generating the knowledge base of a fuzzy rule-based system by the genetic learning of the data base IEEE Transactions on Fuzzy Systems 9 4 2001 667 674 (Pubitemid 32933051)
    • (2001) IEEE Transactions on Fuzzy Systems , vol.9 , Issue.4 , pp. 667-674
    • Cordon, O.1    Herrera, F.2    Villar, P.3
  • 9
    • 0034321206 scopus 로고    scopus 로고
    • Analysis and guidelines to obtain a good uniform fuzzy partition granularity for fuzzy rule-based systems using simulated annealing
    • DOI 10.1016/S0888-613X(00)00052-9
    • O. Cordon, F. Herrera, and P. Villarg Analysis and guidelines to obtain a good uniform fuzzy partition granularity for fuzzy rule-based systems using simulated annealing International Journal of Approximate Reasoning 25 2000 187 215 (Pubitemid 32022617)
    • (2000) International Journal of Approximate Reasoning , vol.25 , Issue.3 , pp. 187-215
    • Cordon, O.1    Herrera, F.2    Villar, P.3
  • 11
    • 0015644825 scopus 로고
    • A fuzzy relative of the isodata process and its use in detecting compact well-separated clusters
    • J.C. Dunn A fuzzy relative of the isodata process and its use in detecting compact well-separated clusters Cybernetics and Systems 3 3 1973 32 57
    • (1973) Cybernetics and Systems , vol.3 , Issue.3 , pp. 32-57
    • Dunn, J.C.1
  • 12
    • 0032138824 scopus 로고    scopus 로고
    • Development of a systematic methodology of fuzzy logic modeling
    • PII S1063670698051522
    • M.R. Emami, I.B. Türken, and A.A. Goldenberg Development of a systematic methodology of fuzzy logic modeling IEEE Transactions on Fuzzy Systems 6 3 1998 346 361 (Pubitemid 128750067)
    • (1998) IEEE Transactions on Fuzzy Systems , vol.6 , Issue.3 , pp. 346-361
    • Emami, M.R.1    Turksen, I.B.2    Goldenberg, A.A.3
  • 13
    • 34548428384 scopus 로고    scopus 로고
    • Comparing simulated annealing and genetic algorithm in learning FCM
    • DOI 10.1016/j.amc.2007.02.144, PII S0096300307002949
    • M. Ghazanfari, S. Alizadeh, M. Fathian, and D.E. Koulouriotis Comparing simulated annealing and genetic algorithm in learning fcm Applied Mathematics and Computation 192 1 2007 56 68 (Pubitemid 47362294)
    • (2007) Applied Mathematics and Computation , vol.192 , Issue.1 , pp. 56-68
    • Ghazanfari, M.1    Alizadeh, S.2    Fathian, M.3    Koulouriotis, D.E.4
  • 14
    • 0344614423 scopus 로고    scopus 로고
    • Fuzzy rule base learning through simulated annealing
    • F. Guely, R. La, and P. Siarry Fuzzy rule base learning through simulated annealing Fuzzy Sets and Systems 105 1999 353 363
    • (1999) Fuzzy Sets and Systems , vol.105 , pp. 353-363
    • Guely, F.1    La, R.2    Siarry, P.3
  • 15
    • 0035360372 scopus 로고    scopus 로고
    • Designing fuzzy inference systems from data: An interpretability-oriented review
    • DOI 10.1109/91.928739, PII S1063670601045350
    • S. Guillaume Designing fuzzy inference system from data: An interpretability-oriented review IEEE Transactions on Fuzzy Systems 9 3 2001 426 443 (Pubitemid 32636660)
    • (2001) IEEE Transactions on Fuzzy Systems , vol.9 , Issue.3 , pp. 426-443
    • Guillaume, S.1
  • 16
    • 3042547260 scopus 로고    scopus 로고
    • Generating an interpretable family of fuzzy partitions from data
    • S. Guillaume, and B. Charnomordic Generating an interpretable family of fuzzy partitions from data IEEE Transactions on Fuzzy Systems 12 3 2004 324 335
    • (2004) IEEE Transactions on Fuzzy Systems , vol.12 , Issue.3 , pp. 324-335
    • Guillaume, S.1    Charnomordic, B.2
  • 17
    • 0024012393 scopus 로고
    • Cooling schedules for optimal annealing
    • B. Hajek Cooling schedules for optimal annealing Mathematics of Operations Research 13 1988 311 329
    • (1988) Mathematics of Operations Research , vol.13 , pp. 311-329
    • Hajek, B.1
  • 20
    • 0033704546 scopus 로고    scopus 로고
    • Fuzzy modeling of high-dimensional systems: Complexity reduction and interpretability improvement
    • Y. Jin Fuzzy modeling of high-dimensional systems: Complexity reduction and interpretability improvement IEEE Transactions on Fuzzy Systems 8 2 2000 212 221
    • (2000) IEEE Transactions on Fuzzy Systems , vol.8 , Issue.2 , pp. 212-221
    • Jin, Y.1
  • 21
    • 0023420912 scopus 로고
    • Stochastic global optimization methods part i: Clustering methods
    • A.H.G.R. Kan, and G.T. Timmer Stochastic global optimization methods part i: Clustering methods Mathematical Programming 39 1 1987 27 56 (Pubitemid 18550735)
    • (1987) Mathematical Programming , vol.39 , Issue.1 , pp. 27-56
    • Rinnooy Kan, A.H.G.1    Timmer, G.T.2
  • 22
    • 0023419959 scopus 로고
    • Stochastic global optimization methods part i: Clustering methods
    • A.H.G.R. Kan, and G.T. Timmer Stochastic global optimization methods part ii: Multi level methods Mathematical Programming 39 1 1987 57 78 (Pubitemid 18550736)
    • (1987) Mathematical Programming , vol.39 , Issue.1 , pp. 57-78
    • Rinnooy Kan, A.H.G.1    Timmer, G.T.2
  • 23
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • S. Kirkpatrick, C. Gelatt, and M. Vecchi Optimization by simulated annealing Science 220 1983 671 680
    • (1983) Science , vol.220 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.2    Vecchi, M.3
  • 25
    • 0017714604 scopus 로고
    • Oscillation and chaos in physiological control systems
    • M.C. Mackey, and L. Glass Oscillation and chaos in physiological control systems Science 197 1977 287 289 (Pubitemid 8130447)
    • (1977) Science , vol.197 , Issue.4300 , pp. 287-289
    • Mackey, M.C.1    Glass, L.2
  • 27
    • 37249020074 scopus 로고    scopus 로고
    • Cooperative evolutionary learning of linguistic fuzzy rules and parametric aggregation connectors for Mamdani fuzzy systems
    • DOI 10.1109/TFUZZ.2007.904121, Special Issue on Aggregation Operators
    • F.A. Marquez, A. Peregrin, and F. Herrera Cooperative evolutionary learning of linguistic fuzzy rules and parametric aggregation connectors for Mamdani fuzzy systems IEEE Transactions on Fuzzy Systems 15 6 2007 1162 1178 (Pubitemid 350268646)
    • (2007) IEEE Transactions on Fuzzy Systems , vol.15 , Issue.6 , pp. 1162-1178
    • Marquez, F.A.1    Peregrin, A.2    Herrera, F.3
  • 29
    • 38349177924 scopus 로고    scopus 로고
    • Data mining with a simulated annealing based fuzzy classification system
    • H. Mohamadi, J. Habibi, M.S. Abadeh, and H. Saadi Data mining with a simulated annealing based fuzzy classification system Pattern Recognition 41 5 2008 1824 1833
    • (2008) Pattern Recognition , vol.41 , Issue.5 , pp. 1824-1833
    • Mohamadi, H.1    Habibi, J.2    Abadeh, M.S.3    Saadi, H.4
  • 30
    • 0001623515 scopus 로고    scopus 로고
    • Neuro-fuzzy systems for function approximation
    • PII S0165011498001699
    • D. Nauck, and R. Kruse Neuro-fuzzy systems for function approximation Fuzzy Sets and Systems 101 1999 261 271 (Pubitemid 129496792)
    • (1999) Fuzzy Sets and Systems , vol.101 , Issue.2 , pp. 261-271
    • Nauck, D.1    Kruse, R.2
  • 32
    • 0035415950 scopus 로고    scopus 로고
    • Compact and transparent fuzzy models and classifiers through iterative complexity reduction
    • DOI 10.1109/91.940965, PII S1063670601065365, Fuzzy Logic at the Turn of the Millennium
    • H. Roubos, and M. Setnes Compact and transparent fuzzy models and classifiers through iterative complexity reduction IEEE Transactions on Fuzzy Systems 9 4 2001 516 524 (Pubitemid 32933039)
    • (2001) IEEE Transactions on Fuzzy Systems , vol.9 , Issue.4 , pp. 516-524
    • Roubos, H.1    Setnes, M.2
  • 33
    • 0034294243 scopus 로고    scopus 로고
    • Ga-fuzzy modeling and classification: Complexity and performance
    • M. Setnes, and H. Roubos Ga-fuzzy modeling and classification: Complexity and performance IEEE Transactions on Fuzzy Systems 8 5 2000 509 522
    • (2000) IEEE Transactions on Fuzzy Systems , vol.8 , Issue.5 , pp. 509-522
    • Setnes, M.1    Roubos, H.2
  • 34
    • 0003161979 scopus 로고    scopus 로고
    • A new approach of neuro-fuzzy learning algorithm for tuning fuzzy rules
    • Y. Shi, and M. Mizumoto A new approach of neuro-fuzzy learning algorithm for tuning fuzzy rules Fuzzy Sets and Systems 112 2000 99 116
    • (2000) Fuzzy Sets and Systems , vol.112 , pp. 99-116
    • Shi, Y.1    Mizumoto, M.2
  • 35
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modeling and control
    • T. Takagi, and M. Sugeno Fuzzy identification of systems and its applications to modeling and control IEEE Transactions on Systems, Man, and Cybernetics 15 1 1985 116 132
    • (1985) IEEE Transactions on Systems, Man, and Cybernetics , vol.15 , Issue.1 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 40
    • 0032136218 scopus 로고    scopus 로고
    • Application of statistical information criteria for optimal fuzzy model construction
    • PII S106367069805156X
    • J. Yen, and L. Wang Application of statistical information criteria for optimal fuzzy model construction IEEE Transactions on Fuzzy Systems 6 3 1998 362 372 (Pubitemid 128750068)
    • (1998) IEEE Transactions on Fuzzy Systems , vol.6 , Issue.3 , pp. 362-372
    • Yen, J.1    Wang, L.2


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