Communications for Statistical Applications and Methods

  • 제8권2호
  • /
  • Pages.319-325
  • /
  • 2001
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  • 2287-7843(pISSN)
  • /
  • 2383-4757(eISSN)
한국통계학회 (The Korean Statistical Society)
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A Note on a Fuzzy Linear Regression Model for Fuzzy Input-output Date Using Real Coefficients

  • Hong, Dug-Hun (School of Mechanical and Automotive Engineering, Catholic University of Daegu)
  • 발행 : 2001.08.01
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초록

In this note, we propose a simple fuzzy linear regression model for fuzzy input-output data based on Tanaka's approach. Then an LP-based method to derived the satisfying solution of the decision making is developed.

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참고문헌

  1. Analysis of Fuzzy information v.3 Linear programming with fuzzy data D.Dubiois;J.C.Bezdek(ed.)
  2. Fuzy sets and Systems:Theory and Application D.Dubiois;H.Prade
  3. Fuzzy Sets and Systems v.122 Fuzzy linear regression analysis for fuzzy input-output data using shpe-preserving operation D.H.Hong;S.Lee;H.Y.Do
  4. Information sciences v.138 Fuzzy least squares linear regression analysis using shape preserving operations D.H.Hong;J.K.Song;H.Y.Do.
  5. Fuzzy Sets and Systems v.47 Multiobjective fuzzy linear regression analysis for fuzzy input-output data M.Sakawa;H.Yano
  6. Trans. Soc. Instr. and Control Engrs v.22 On three formulations of fuzzy linear regression analysis H.Tanaka;J.Watada;I.Hayashi
  7. Fuzzy Sets and Systems v.24 Fuzzy data analysis by possibilistic linear models H.Tanaka
  8. Fuzzy Sets and Systems v.1 Fuzzy sets as a basis for theory of possibility L.A.Zadeh