메뉴 건너뛰기




Volumn 5864 LNCS, Issue PART 2, 2009, Pages 336-343

Solving fuzzy linear regression with hybrid optimization

Author keywords

Fuzzy linear regression; Harmony search; Hybrid optimization; Tabu search

Indexed keywords

EXPERIMENTAL COMPARISON; FUZZY INPUT; FUZZY LINEAR REGRESSION; FUZZY OUTPUT; HARMONY SEARCH; HYBRID OPTIMIZATION; HYBRID OPTIMIZATION METHOD; UNCERTAIN DATAS;

EID: 76349115601     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-10684-2_37     Document Type: Conference Paper
Times cited : (5)

References (24)
  • 1
    • 76349093533 scopus 로고    scopus 로고
    • Estimating the parameters of a fuzzy linear regression model
    • Arabpour, A.R., Tata, M.: Estimating the parameters of a fuzzy linear regression model. Iranian Journal of Fuzzy Systems 5(2), 1-19 (2008)
    • (2008) Iranian Journal of Fuzzy Systems , vol.5 , Issue.2 , pp. 1-19
    • Arabpour, A.R.1    Tata, M.2
  • 2
    • 0042764661 scopus 로고    scopus 로고
    • Linear and non-linear fuzzy regression: Evolutionary algorithm solutions
    • Buckley, J.J., Feuring, T.: Linear and non-linear fuzzy regression: evolutionary algorithm solutions. Fuzzy Sets and Systems 112(3), 381-394 (2000)
    • (2000) Fuzzy Sets and Systems , vol.112 , Issue.3 , pp. 381-394
    • Buckley, J.J.1    Feuring, T.2
  • 3
    • 76349087305 scopus 로고    scopus 로고
    • A genetic programming based fuzzy regression approach to modelling manufacturing processes
    • Chan, K.Y., Kwong, C.K., Tsim, Y.C.: A genetic programming based fuzzy regression approach to modelling manufacturing processes. International Journal of Production Research, 1-16 (2009)
    • (2009) International Journal of Production Research , vol.1-16
    • Chan, K.Y.1    Kwong, C.K.2    Tsim, Y.C.3
  • 4
    • 0035313747 scopus 로고    scopus 로고
    • Fuzzy regression methods - a comparative assessment
    • Chang, Y.-H.O., Ayyub, B.M.: Fuzzy regression methods - a comparative assessment. Fuzzy Sets and Systems 119(2), 187-203 (2001)
    • (2001) Fuzzy Sets and Systems , vol.119 , Issue.2 , pp. 187-203
    • Chang, Y.-H.O.1    Ayyub, B.M.2
  • 5
    • 0037449244 scopus 로고    scopus 로고
    • Genetic and nelder-mead algorithms hybridized for a more accurate global optimization of continuous multiminima functions
    • Chelouah, R., Siarry, P.: Genetic and nelder-mead algorithms hybridized for a more accurate global optimization of continuous multiminima functions. European Journal of Operational Research 148(2), 335-348 (2003)
    • (2003) European Journal of Operational Research , vol.148 , Issue.2 , pp. 335-348
    • Chelouah, R.1    Siarry, P.2
  • 6
    • 0010012315 scopus 로고
    • Least squares fitting of several fuzzy variables
    • Bezdek, J.C, ed, CRC Press, Tokyo
    • Diamond, P.: Least squares fitting of several fuzzy variables. In: Bezdek, J.C. (ed.) Analysis of Fuzzy Information, pp. 329-331. CRC Press, Tokyo (1987)
    • (1987) Analysis of Fuzzy Information , pp. 329-331
    • Diamond, P.1
  • 7
    • 76349123295 scopus 로고    scopus 로고
    • A Goal Programming Approach to Fuzzy Linear Regression. PhD thesis, Shahid Bahonar University of Kerman
    • Hassanpour, H.: A Goal Programming Approach to Fuzzy Linear Regression. PhD thesis, Shahid Bahonar University of Kerman (2008)
    • (2008)
    • Hassanpour, H.1
  • 9
    • 0037117204 scopus 로고    scopus 로고
    • A fuzzy linear regression model with better explanatory power
    • Kao, C., Chyu, C.-L.: A fuzzy linear regression model with better explanatory power. Fuzzy Sets and Systems 126(3), 401-409 (2002)
    • (2002) Fuzzy Sets and Systems , vol.126 , Issue.3 , pp. 401-409
    • Kao, C.1    Chyu, C.-L.2
  • 10
    • 0037449241 scopus 로고    scopus 로고
    • Least-squares estimates in fuzzy regression analysis
    • Kao, C., Chyu, C.-L.: Least-squares estimates in fuzzy regression analysis. European Journal of Operational Research 148(2), 426-435 (2003)
    • (2003) European Journal of Operational Research , vol.148 , Issue.2 , pp. 426-435
    • Kao, C.1    Chyu, C.-L.2
  • 11
    • 0000662569 scopus 로고    scopus 로고
    • Evaluation of fuzzy linear regression models by comparing membership functions
    • Kim, B., Bishu, R.R.: Evaluation of fuzzy linear regression models by comparing membership functions. Fuzzy Sets and Systems 100(1-3), 343-352 (1998)
    • (1998) Fuzzy Sets and Systems , vol.100 , Issue.1-3 , pp. 343-352
    • Kim, B.1    Bishu, R.R.2
  • 12
    • 20444466485 scopus 로고    scopus 로고
    • A new meta-heuristic algorithm for continuous engineering optimization: Harmony search theory and practice
    • Lee, K.S., Geem, Z.W.: A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice. Computer Methods in Applied Mechanics and Engineering 194(36-38), 3902-3933 (2005)
    • (2005) Computer Methods in Applied Mechanics and Engineering , vol.194 , Issue.36-38 , pp. 3902-3933
    • Lee, K.S.1    Geem, Z.W.2
  • 13
    • 67649949571 scopus 로고    scopus 로고
    • An enhanced fuzzy linear regression model with more flexible spreads
    • to appear
    • Lu, J., Wang, R.: An enhanced fuzzy linear regression model with more flexible spreads. Fuzzy Sets and Systems (to appear)
    • Fuzzy Sets and Systems
    • Lu, J.1    Wang, R.2
  • 14
  • 15
    • 68849113418 scopus 로고    scopus 로고
    • An improvement on genetic-based learning method for fuzzy artificial neural networks
    • Mashinchi, M.R., Selamat, A.: An improvement on genetic-based learning method for fuzzy artificial neural networks. Applied Soft Computing 9(4), 1208-1216 (2009)
    • (2009) Applied Soft Computing , vol.9 , Issue.4 , pp. 1208-1216
    • Mashinchi, M.R.1    Selamat, A.2
  • 16
    • 27144504181 scopus 로고    scopus 로고
    • Efficient hybrid methods for global continuous optimization based on simulated annealing
    • Meittinen, K., Makela, M.M., Maaranen, H.: Efficient hybrid methods for global continuous optimization based on simulated annealing. Computers and Operations Research 33(4), 1102-1116 (2006)
    • (2006) Computers and Operations Research , vol.33 , Issue.4 , pp. 1102-1116
    • Meittinen, K.1    Makela, M.M.2    Maaranen, H.3
  • 18
    • 0009976071 scopus 로고
    • Fuzzy linear regression and its applications
    • Physica-Verlag, Heidelberg
    • Sakawa, M., Yano, H.: Fuzzy linear regression and its applications. Fuzzy Regression Analysis, pp. 61-80. Physica-Verlag, Heidelberg (1992)
    • (1992) Fuzzy Regression Analysis , pp. 61-80
    • Sakawa, M.1    Yano, H.2
  • 19
    • 0348157104 scopus 로고    scopus 로고
    • Applications of fuzzy regression in actuarial analysis
    • Sánchez, J.A., Gómez, A.T.: Applications of fuzzy regression in actuarial analysis. Journal of Risk Insurance 70, 665-669 (2003)
    • (2003) Journal of Risk Insurance , vol.70 , pp. 665-669
    • Sánchez, J.A.1    Gómez, A.T.2
  • 20
    • 58549085743 scopus 로고    scopus 로고
    • A novel fuzzy linear regression model based on a non-equality possibility index and optimum uncertainty
    • Shakouri, H., Nadimia, R.: A novel fuzzy linear regression model based on a non-equality possibility index and optimum uncertainty. Applied Soft Computing 9(2), 590-598 (2009)
    • (2009) Applied Soft Computing , vol.9 , Issue.2 , pp. 590-598
    • Shakouri, H.1    Nadimia, R.2
  • 21
    • 0036723306 scopus 로고    scopus 로고
    • A taxonomy of hybrid metaheuristics
    • Talbi, E.-G.: A taxonomy of hybrid metaheuristics. Journal of Heuristics 8(5), 541-564 (2002)
    • (2002) Journal of Heuristics , vol.8 , Issue.5 , pp. 541-564
    • Talbi, E.-G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.