메뉴 건너뛰기




Volumn , Issue , 2007, Pages

A multi-objective evolutionary algorithm for rule selection and tuning on fuzzy rule-based systems

Author keywords

[No Author keywords available]

Indexed keywords

COMMERCE; DIESEL ENGINES; FUZZY LOGIC; FUZZY RULES; FUZZY SETS; FUZZY SYSTEMS; GENETIC ALGORITHMS; LAWS AND LEGISLATION; LINGUISTICS; MEMBERSHIP FUNCTIONS; MULTIOBJECTIVE OPTIMIZATION; SET THEORY; SUPPORT VECTOR MACHINES; TUNING;

EID: 50349087176     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2007.4295566     Document Type: Conference Paper
Times cited : (13)

References (34)
  • 1
    • 50349090253 scopus 로고    scopus 로고
    • Interpretability issues in fuzzy modeling
    • J. Casillas, O. Cordón, F. Herrera, and L. Magdalena Eds, Springer, Heidelberg, Germany
    • J. Casillas, O. Cordón, F. Herrera, and L. Magdalena (Eds.), "Interpretability issues in fuzzy modeling," Studies in Fuzziness and Soft Computing 129 (Springer, Heidelberg, Germany, 2003).
    • (2003) Studies in Fuzziness and Soft Computing , pp. 129
  • 2
    • 14644430392 scopus 로고    scopus 로고
    • Genetic tuning of fuzzy rule deep structures preserving interpretability and its interaction with fuzzy rule set reduction
    • J. Casillas, O. Cordón, M.J. del Jesus, and F. Herrera, "Genetic tuning of fuzzy rule deep structures preserving interpretability and its interaction with fuzzy rule set reduction," IEEE Trans. Fuzzy Systems vol. 13, no. 1, pp. 13-29, 2005.
    • (2005) IEEE Trans. Fuzzy Systems , vol.13 , Issue.1 , pp. 13-29
    • Casillas, J.1    Cordón, O.2    del Jesus, M.J.3    Herrera, F.4
  • 3
    • 84931440138 scopus 로고
    • A Micro-Genetic Algorithm for multiobjective optimization
    • First Int. Conf. on Evolutionary Multi-Criterion Optimization, London, UK
    • C Coello, and G. Toscano, "A Micro-Genetic Algorithm for multiobjective optimization," First Int. Conf. on Evolutionary Multi-Criterion Optimization, LNCS 1993 (London, UK, 2001) pp. 126-140.
    • (1993) LNCS , pp. 126-140
    • Coello, C.1    Toscano, G.2
  • 5
    • 0032674647 scopus 로고    scopus 로고
    • Solving electrical distribution problems using hybrid evolutionary data analysis techniques
    • O. Cordón, F. Herrera, and L. Sanchez, "Solving electrical distribution problems using hybrid evolutionary data analysis techniques," Applied Intelligence vol. 10, pp. 5-24, 1999.
    • (1999) Applied Intelligence , vol.10 , pp. 5-24
    • Cordón, O.1    Herrera, F.2    Sanchez, L.3
  • 6
    • 0035791914 scopus 로고    scopus 로고
    • A multiobjective genetic algorithm for feature selection and granularity learning in fuzzy-rule based classification systems
    • Vancouver, Canada
    • O. Cordon, F. Herrera, M.J. del Jesus, and P. Villar, "A multiobjective genetic algorithm for feature selection and granularity learning in fuzzy-rule based classification systems," Proc. IXIFSA World Congress and XX NAFIPS Int. Conf. (Vancouver, Canada, 2001) pp. 1253-1258.
    • (2001) Proc. IXIFSA World Congress and XX NAFIPS Int. Conf , pp. 1253-1258
    • Cordon, O.1    Herrera, F.2    del Jesus, M.J.3    Villar, P.4
  • 7
    • 84947923627 scopus 로고    scopus 로고
    • The Pareto Envelope-based Selection Algorithm for multiobjective optimization
    • Proc. Parallel Problem Solving from Nature VI Conf, Paris, France
    • D. Corne, J. Knowles, and M. Oates, "The Pareto Envelope-based Selection Algorithm for multiobjective optimization," Proc. Parallel Problem Solving from Nature VI Conf., LNCS 1917 (Paris, France, 2000) pp. 839-848.
    • (2000) LNCS , vol.1917 , pp. 839-848
    • Corne, D.1    Knowles, J.2    Oates, M.3
  • 11
    • 84931452896 scopus 로고
    • The Niched Pareto Genetic Algorithm 2 applied to the design of groundwater remediation systems
    • Proc. First Int. Conf. on Evolutionary Multi-Criterion Optimization, London, UK
    • M. Erickson, A. Mayer, and J. Horn, "The Niched Pareto Genetic Algorithm 2 applied to the design of groundwater remediation systems," Proc. First Int. Conf. on Evolutionary Multi-Criterion Optimization, LNCS 1993 (London, UK, 2001) pp. 681-695.
    • (1993) LNCS , pp. 681-695
    • Erickson, M.1    Mayer, A.2    Horn, J.3
  • 12
    • 0001334115 scopus 로고
    • The CHC adaptive search algorithm: How to have safe search when engaging in nontraditional genetic recombination
    • L.J. Eshelman, "The CHC adaptive search algorithm: How to have safe search when engaging in nontraditional genetic recombination," Foundations of genetic Algorithms vol. 1, pp. 265-283, 1991.
    • (1991) Foundations of genetic Algorithms , vol.1 , pp. 265-283
    • Eshelman, L.J.1
  • 14
    • 0001953837 scopus 로고
    • Genetic algorithms for multiobjective optimization: Formulation, discussion and generalization
    • San Mateo, CA
    • C.M. Fonseca, and P.J. Fleming, "Genetic algorithms for multiobjective optimization: Formulation, discussion and generalization," Proc. 5th Int. Conf. on Genetic Algorithms (San Mateo, CA, 1993) pp. 416-423.
    • (1993) Proc. 5th Int. Conf. on Genetic Algorithms , pp. 416-423
    • Fonseca, C.M.1    Fleming, P.J.2
  • 17
    • 0000919523 scopus 로고    scopus 로고
    • Single-objective and two-objective genetic algorithms for selecting linguistic rules for pattern classification problems
    • H. Ishibuchi, T. Murata, and L.B. Turksen, "Single-objective and two-objective genetic algorithms for selecting linguistic rules for pattern classification problems," Fuzzy Sets and Systems vol. 89, no. 2, pp. 135-150, 1997.
    • (1997) Fuzzy Sets and Systems , vol.89 , Issue.2 , pp. 135-150
    • Ishibuchi, H.1    Murata, T.2    Turksen, L.B.3
  • 18
    • 0035426682 scopus 로고    scopus 로고
    • Three-objective genetics-based machine learning for linguistic rule extraction
    • H. Ishibuchi, T. Nakashima, and T. Murata, "Three-objective genetics-based machine learning for linguistic rule extraction," Information Sciences vol 136, pp. 109-133, 2001.
    • (2001) Information Sciences , vol.136 , pp. 109-133
    • Ishibuchi, H.1    Nakashima, T.2    Murata, T.3
  • 19
    • 0345412574 scopus 로고    scopus 로고
    • Interpretability Issues in Fuzzy Genetics-Based Machine Learning for Linguistic Modelling
    • J. Lawry, J.G. Shanahan, AL. Ralescu (Ed, Modelling with Words: Learning, Fusion, and Reasoning within a Foral Liguistic Representation Framework, Springer-Verlag Berlin, Heidelberg
    • H. Ishibuchi, and T. Yamamoto, "Interpretability Issues in Fuzzy Genetics-Based Machine Learning for Linguistic Modelling, in: J. Lawry, J.G. Shanahan, AL. Ralescu (Ed.), " Modelling with Words: Learning, Fusion, and Reasoning within a Foral Liguistic Representation Framework, LNCS 2873, Springer-Verlag (Berlin, Heidelberg, 2003) pp. 209-228.
    • (2003) LNCS , vol.2873 , pp. 209-228
    • Ishibuchi, H.1    Yamamoto, T.2
  • 20
    • 0346781550 scopus 로고    scopus 로고
    • Fuzzy rule selection by multi-objective genetic local search algorithms and rule evaluation measures in data mining
    • H. Ishibuchi, and T. Yamamoto, "Fuzzy rule selection by multi-objective genetic local search algorithms and rule evaluation measures in data mining," Fuzzy Sets and Systems vol. 141, no. 1, pp. 59-88, 2004.
    • (2004) Fuzzy Sets and Systems , vol.141 , Issue.1 , pp. 59-88
    • Ishibuchi, H.1    Yamamoto, T.2
  • 21
    • 33751186914 scopus 로고    scopus 로고
    • Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based machine learning
    • H. Ishibuchi, and Y. Nojima, "Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based machine learning," International Journal of Approximate Reasoning vol. 44, no. 1, pp. 4-31, 2007.
    • (2007) International Journal of Approximate Reasoning , vol.44 , Issue.1 , pp. 4-31
    • Ishibuchi, H.1    Nojima, Y.2
  • 22
    • 84931451187 scopus 로고
    • Accurate, Transparent, and Compact Fuzzy Models for Function Approximation and Dynamic Modeling through Multi-objective Evolutionary Optimization
    • Proc. First Int. Conf. on Evolutionary Multi-Criterion Optimization, Zurich, Switzerland
    • F. Jimenez, A.F. Gomez-Skarmeta, H. Roubos, and R. Babuska, "Accurate, Transparent, and Compact Fuzzy Models for Function Approximation and Dynamic Modeling through Multi-objective Evolutionary Optimization," Proc. First Int. Conf. on Evolutionary Multi-Criterion Optimization, LNCS 1993 (Zurich, Switzerland, 2001) pp. 653-667.
    • (1993) LNCS , pp. 653-667
    • Jimenez, F.1    Gomez-Skarmeta, A.F.2    Roubos, H.3    Babuska, R.4
  • 23
    • 0034199912 scopus 로고    scopus 로고
    • Approximating the non dominated front using the Pareto archived evolution strategy
    • J.D. Knowles, and D.W. Come, "Approximating the non dominated front using the Pareto archived evolution strategy," Evolutionary Computation vol. 8, no. 2, pp. 149-172, 2000.
    • (2000) Evolutionary Computation , vol.8 , Issue.2 , pp. 149-172
    • Knowles, J.D.1    Come, D.W.2
  • 24
    • 23944463720 scopus 로고    scopus 로고
    • Modification of evolutionary multiobjective optimization algorithms for multiobjective design of fuzzy rule-based classification systems
    • Reno, USA
    • K. Narukawa, Y. Nojima, and H. Ishibuchi, "Modification of evolutionary multiobjective optimization algorithms for multiobjective design of fuzzy rule-based classification systems," Proc. 2005 IEEE Int. Conf. on Fuzzy Systems (Reno, USA, 2005) pp. 809-814.
    • (2005) Proc. 2005 IEEE Int. Conf. on Fuzzy Systems , pp. 809-814
    • Narukawa, K.1    Nojima, Y.2    Ishibuchi, H.3
  • 26
    • 0003961625 scopus 로고
    • Simulation of genetic populations with biochemical properties
    • MA Thesis, Univ. Michigan, Ann Harbor, Michigan
    • R.S. Rosenberg, "Simulation of genetic populations with biochemical properties." MA Thesis, Univ. Michigan, Ann Harbor, Michigan, 1967.
    • (1967)
    • Rosenberg, R.S.1
  • 27
    • 0000599395 scopus 로고
    • Multiple objective optimization with vector evaluated genetic algorithms
    • Pittsburgh, USA
    • J.D. Schaffer, "Multiple objective optimization with vector evaluated genetic algorithms," Proc. First Int. Conf on Genetic Algorithms (Pittsburgh, USA, 1985) pp. 93-100.
    • (1985) Proc. First Int. Conf on Genetic Algorithms , pp. 93-100
    • Schaffer, J.D.1
  • 28
    • 0000852513 scopus 로고
    • Multiobjective optimization using nondominated sorting in genetic algorithms
    • N. Srinivas, and K. Deb, "Multiobjective optimization using nondominated sorting in genetic algorithms," Evolutionary Computation vol. 2, pp. 221-248, 1994.
    • (1994) Evolutionary Computation , vol.2 , pp. 221-248
    • Srinivas, N.1    Deb, K.2
  • 29
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its application to modeling and control
    • 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, 1985.
    • (1985) IEEE Trans. Systems, Man, and Cybernetics , vol.15 , Issue.1 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 30
    • 0026943536 scopus 로고
    • Generating fuzzy rules by learning from examples
    • L.X. Wang, and J.M. Mendel, "Generating fuzzy rules by learning from examples," IEEE Trans. Systems, Man, and Cybernetics vol. 22, no. 6, pp. 1414-1427, 1992.
    • (1992) IEEE Trans. Systems, Man, and Cybernetics , vol.22 , Issue.6 , pp. 1414-1427
    • Wang, L.X.1    Mendel, J.M.2
  • 31
    • 9644257194 scopus 로고    scopus 로고
    • Multi- Objective Hierarchical Genetic Algorithm for Interpretable Fuzzy Rule-Based Knowledge Extraction
    • H.L. Wang, S. Kwong, Y.C. Jin, W. Wei, and K.F. Man, "Multi- Objective Hierarchical Genetic Algorithm for Interpretable Fuzzy Rule-Based Knowledge Extraction, " Fuzzy Sets and Systems vol. 149, no. 1, pp. 149-186, 2005.
    • (2005) Fuzzy Sets and Systems , vol.149 , Issue.1 , pp. 149-186
    • Wang, H.L.1    Kwong, S.2    Jin, Y.C.3    Wei, W.4    Man, K.F.5
  • 32
    • 18544378721 scopus 로고    scopus 로고
    • Agentbased evolutionary approach for interpretable rule-based knowledge extraction
    • IEEE Trans. Systems, Man, and Cybernetics
    • H.L. Wang, S. Kwong, Y.C. Jin, W. Wei, and K.F. Man, "Agentbased evolutionary approach for interpretable rule-based knowledge extraction," IEEE Trans. Systems, Man, and CyberneticsPart C: Applications and Reviews vol. 35, no. 2, pp. 143-155, 2005.
    • (2005) Applications and Reviews , vol.35 , Issue.2 PART C , pp. 143-155
    • Wang, H.L.1    Kwong, S.2    Jin, Y.C.3    Wei, W.4    Man, K.F.5
  • 33
    • 0033318858 scopus 로고    scopus 로고
    • Multiobjective evolutionary algorithms: A comparative case study and the strength Pareto approach
    • E. Zitzler, and L. Thiele, "Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach," IEEE Trans. Evolutionary Computation vol. 3, no. 4, pp. 257-271, 1999.
    • (1999) IEEE Trans. Evolutionary Computation , vol.3 , Issue.4 , pp. 257-271
    • Zitzler, E.1    Thiele, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.