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Volumn 19, Issue 3, 2011, Pages 432-448

A TabuHarmony search-based approach to fuzzy linear regression

Author keywords

Fuzzy linear regression (FLR); fuzzy modeling; global continuous optimization; harmony search; imprecise relationship; tabu search

Indexed keywords

CONTINUOUS OPTIMIZATION; FUZZY LINEAR REGRESSION; FUZZY MODELING; HARMONY SEARCH; IMPRECISE RELATIONSHIP;

EID: 79958004907     PISSN: 10636706     EISSN: None     Source Type: Journal    
DOI: 10.1109/TFUZZ.2011.2106791     Document Type: Article
Times cited : (49)

References (61)
  • 1
    • 76349093533 scopus 로고    scopus 로고
    • Estimating the parameters of a fuzzy linear regression model
    • A. R. Arabpour and M. Tata, "Estimating the parameters of a fuzzy linear regression model," Iranian J. Fuzzy Syst., vol. 5, no. 2, pp. 1-19, 2008.
    • (2008) Iranian J. Fuzzy Syst. , vol.5 , Issue.2 , pp. 1-19
    • Arabpour, A.R.1    Tata, M.2
  • 2
    • 33750291939 scopus 로고    scopus 로고
    • Fuzzy clusterwise linear regression analysis with symmetrical fuzzy output variable
    • P. D. Urso and A. Santoroa, "Fuzzy clusterwise linear regression analysis with symmetrical fuzzy output variable," Comput. Statist. Data Anal., vol. 51, no. 1, pp. 287-313, 2006.
    • (2006) Comput. Statist. Data Anal. , vol.51 , Issue.1 , pp. 287-313
    • Urso, P.D.1    Santoroa, A.2
  • 3
    • 0037117204 scopus 로고    scopus 로고
    • A fuzzy linear regression model with better explanatory power
    • DOI 10.1016/S0165-0114(01)00069-0, PII S0165011401000690
    • C. Kao and C.-L. Chyu, "A fuzzy linear regression model with better explanatory power," Fuzzy Sets Syst., vol. 126, no. 3, pp. 401-409, 2002. (Pubitemid 34154808)
    • (2002) Fuzzy Sets and Systems , vol.126 , Issue.3 , pp. 401-409
    • Kao, C.1    Chyu, C.-L.2
  • 6
    • 0037449241 scopus 로고    scopus 로고
    • Least-squares estimates in fuzzy regression analysis
    • C. Kao and C.-L. Chyu, "Least-squares estimates in fuzzy regression analysis," Eur. J. Oper. Res., vol. 148, no. 2, pp. 426-435, 2003.
    • (2003) Eur. J. Oper. Res. , vol.148 , Issue.2 , pp. 426-435
    • Kao, C.1    Chyu, C.-L.2
  • 7
    • 0035313747 scopus 로고    scopus 로고
    • Fuzzy regression methods: A comparative assessment
    • Y.-H. O. Chang and B. M. Ayyub, "Fuzzy regression methods: A comparative assessment," Fuzzy Sets Syst., vol. 119, no. 2, pp. 187-203, 2001.
    • (2001) Fuzzy Sets Syst. , vol.119 , Issue.2 , pp. 187-203
    • Chang, Y.-H.O.1    Ayyub, B.M.2
  • 8
    • 58549085743 scopus 로고    scopus 로고
    • A novel fuzzy linear regression model based on a non-equality possibility index and optimum uncertainty
    • H. Shakouri and R. Nadimi, "A novel fuzzy linear regression model based on a non-equality possibility index and optimum uncertainty," Appl. Soft Comput., vol. 9, no. 2, pp. 590-598, 2009.
    • (2009) Appl. Soft Comput. , vol.9 , Issue.2 , pp. 590-598
    • Shakouri, H.1    Nadimi, R.2
  • 10
    • 0000662569 scopus 로고    scopus 로고
    • Evaluation of fuzzy linear regression models by comparing membership functions
    • PII S0165011497001000
    • B. Kim and R. R. Bishu, "Evaluation of fuzzy linear regression models by comparing membership functions," Fuzzy Sets Syst., vol. 100, no. 1-3, pp. 343-352, 1998. (Pubitemid 128654414)
    • (1998) Fuzzy Sets and Systems , vol.100 , Issue.1-3 , pp. 343-352
    • Kim, B.1    Bishu, R.R.2
  • 12
    • 34547491789 scopus 로고    scopus 로고
    • Multiple regression with fuzzy data
    • DOI 10.1016/j.fss.2007.04.011, PII S0165011407001649
    • A. Bargiela, W. Pedrycz, and T. Nakashima, "Multiple regression with fuzzy data," Fuzzy Sets Syst., vol. 158, no. 19, pp. 2169-2188, 2007. (Pubitemid 47176686)
    • (2007) Fuzzy Sets and Systems , vol.158 , Issue.19 , pp. 2169-2188
    • Bargiela, A.1    Pedrycz, W.2    Nakashima, T.3
  • 13
    • 34047101523 scopus 로고    scopus 로고
    • Genetic algorithms-based fuzzy regression analysis
    • R. A. Aliev, B. Fazlollahi, and R.M. Vahidov, "Genetic algorithms-based fuzzy regression analysis," Soft Comput., vol. 6, no. 6, pp. 470-475, 2002.
    • (2002) Soft Comput. , vol.6 , Issue.6 , pp. 470-475
    • Aliev, R.A.1    Fazlollahi, B.2    Vahidov, R.M.3
  • 14
    • 0042591514 scopus 로고    scopus 로고
    • Support vector fuzzy regression machines
    • D. H. Hong and C. Hwang, "Support vector fuzzy regression machines," Fuzzy Sets Syst., vol. 138, no. 2, pp. 271-281, 2003.
    • (2003) Fuzzy Sets Syst. , vol.138 , Issue.2 , pp. 271-281
    • Hong, D.H.1    Hwang, C.2
  • 15
    • 0030127431 scopus 로고    scopus 로고
    • Further examination of fuzzy linear regression
    • D. T. Redden and W. H. Woodall, "Further examination of fuzzy linear regression," Fuzzy Sets Syst., vol. 79, pp. 203-211, 1996. (Pubitemid 126667401)
    • (1996) Fuzzy Sets and Systems , vol.79 , Issue.2 , pp. 203-211
    • Redden, D.T.1    Woodall, W.H.2
  • 16
    • 33750306206 scopus 로고    scopus 로고
    • Regression with fuzzy
    • random data
    • W. N̈ather, "Regression with fuzzy random data," Comput. Statist. Data Anal., vol. 51, no. 1, pp. 235-252, 2006.
    • (2006) Comput. Statist. Data Anal. , vol.51 , Issue.1 , pp. 235-252
    • N̈ather, W.1
  • 17
    • 42549092067 scopus 로고    scopus 로고
    • Fuzzy regression analysis by support vector learning approach
    • DOI 10.1109/TFUZZ.2007.896359
    • P.-Y. Hao and J.-H. Chiang, "Fuzzy regression analysis by support vector learning approach," IEEE Trans. Fuzzy Syst., vol. 16, no. 2, pp. 428-441, Apr. 2008. (Pubitemid 351586042)
    • (2008) IEEE Transactions on Fuzzy Systems , vol.16 , Issue.2 , pp. 428-441
    • Hao, P.-Y.1    Chiang, J.-H.2
  • 18
    • 17644404746 scopus 로고    scopus 로고
    • Interval regression analysis using quadratic loss support vector machine
    • DOI 10.1109/TFUZZ.2004.840133
    • D. H. Hong and C. Hwang, "Interval regression analysis using quadratic loss support vector machine," IEEE Trans. Fuzzy Syst., vol. 13, no. 2, pp. 229-237, Apr. 2005. (Pubitemid 40556004)
    • (2005) IEEE Transactions on Fuzzy Systems , vol.13 , Issue.2 , pp. 229-237
    • Hong, D.H.1    Hwang, C.2
  • 19
    • 38349025453 scopus 로고    scopus 로고
    • Management of uncertainty in statistical reasoning: The case of regression analysis
    • R. Coppi, "Management of uncertainty in statistical reasoning: The case of regression analysis," Int. J. Approx. Reason., vol. 47, no. 3, pp. 284-305, 2008.
    • (2008) Int. J. Approx. Reason. , vol.47 , Issue.3 , pp. 284-305
    • Coppi, R.1
  • 20
    • 67649949571 scopus 로고    scopus 로고
    • An enhanced fuzzy linear regression model with more flexible spreads
    • J. Lu and R. Wang, "An enhanced fuzzy linear regression model with more flexible spreads," Fuzzy Sets Syst., vol. 160, no. 17, pp. 2505-2523, 2009.
    • (2009) Fuzzy Sets Syst. , vol.160 , Issue.17 , pp. 2505-2523
    • Lu, J.1    Wang, R.2
  • 21
    • 33845251346 scopus 로고    scopus 로고
    • Fuzzy prediction in linear regression
    • DOI 10.1007/11598152-21, Fuzzy Probability and Statistics
    • J. J. Buckley, "Fuzzy prediction in linear regression," Stud. Fuzz. Soft Comput., vol. 196, pp. 177-179, 2006. (Pubitemid 44856901)
    • (2006) Studies in Fuzziness and Soft Computing , vol.196 , pp. 177-179
    • Buckley, J.J.1
  • 22
    • 40849124011 scopus 로고    scopus 로고
    • Fuzzy regression model of R&D project evaluation
    • S. Imoto, Y. Yabuuchi, and J. Watada, "Fuzzy regression model of R&D project evaluation," Appl. Soft Comput., vol. 8, no. 3, pp. 1266-1273, 2008.
    • (2008) Appl. Soft Comput. , vol.8 , Issue.3 , pp. 1266-1273
    • Imoto, S.1    Yabuuchi, Y.2    Watada, J.3
  • 23
    • 33750320634 scopus 로고    scopus 로고
    • Calculating insurance claim reserves with fuzzy regression
    • J. A. Śanchez, "Calculating insurance claim reserves with fuzzy regression," Fuzzy Sets Syst., vol. 157, no. 23, pp. 3091-3108, 2006.
    • (2006) Fuzzy Sets Syst. , vol.157 , Issue.23 , pp. 3091-3108
    • Śanchez, J.A.1
  • 25
    • 22944454401 scopus 로고    scopus 로고
    • Trends in fuzzy statistics
    • S. M. Taheri, "Trends in fuzzy statistics," Austrian J. Statist., vol. 32, no. 3, pp. 239-257, 2003.
    • (2003) Austrian J. Statist. , vol.32 , Issue.3 , pp. 239-257
    • Taheri, S.M.1
  • 26
    • 0001190023 scopus 로고
    • Least squares model fitting to fuzzy vector data
    • A. Celmins, "Least squares model fitting to fuzzy vector data," Fuzzy Sets Syst., vol. 22, no. 3, pp. 245-269, 1987.
    • (1987) Fuzzy Sets Syst. , vol.22 , Issue.3 , pp. 245-269
    • Celmins, A.1
  • 27
    • 0000325717 scopus 로고
    • Fuzzy least squares
    • P. Diamond, "Fuzzy least squares," Inf. Sci., vol. 46, no. 3, pp. 141-157, 1988.
    • (1988) Inf. Sci. , vol.46 , Issue.3 , pp. 141-157
    • Diamond, P.1
  • 28
    • 72649101229 scopus 로고    scopus 로고
    • Fuzzy regression models using the leastsquares method based on the concept of distance
    • Dec.
    • L.-H. Chen and C.-C. Hsueh, "Fuzzy regression models using the leastsquares method based on the concept of distance," IEEE Trans. Fuzzy Syst., vol. 17, no. 6, pp. 1259-1272, Dec. 2009.
    • (2009) IEEE Trans. Fuzzy Syst. , vol.17 , Issue.6 , pp. 1259-1272
    • Chen, L.-H.1    Hsueh, C.-C.2
  • 29
    • 0242608514 scopus 로고    scopus 로고
    • Tabu search for fuzzy optimization and applications
    • C. Li, X. Liao, and J. Yu, "Tabu search for fuzzy optimization and applications," Inf. Sci., vol. 158, pp. 3-13, 2004.
    • (2004) Inf. Sci. , vol.158 , pp. 3-13
    • Li, C.1    Liao, X.2    Yu, J.3
  • 30
    • 20444466485 scopus 로고    scopus 로고
    • A new meta-heuristic algorithm for continuous engineering optimization: Harmony search theory and practice
    • DOI 10.1016/j.cma.2004.09.007, PII S0045782504004682
    • K. S. Lee and Z. W. Geem, "A new meta-heuristic algorithm for continuous engineering optimization: Harmony search theory and practice," Comput. Methods Appl. Mech. Eng., vol. 194, no. 36-38, pp. 3902-3933, 2005. (Pubitemid 40815237)
    • (2005) Computer Methods in Applied Mechanics and Engineering , vol.194 , Issue.36-38 , pp. 3902-3933
    • Lee, K.S.1    Geem, Z.W.2
  • 31
    • 7444231627 scopus 로고    scopus 로고
    • A hybrid method combining continuous tabu search and nelder-mead simplex algorithms for the global optimization of multiminima functions
    • R. Chelouah and P. Siarry, "A hybrid method combining continuous tabu search and nelder-mead simplex algorithms for the global optimization of multiminima functions," Eur. J. Oper. Res., vol. 161, no. 3, pp. 636-654, 2005.
    • (2005) Eur. J. Oper. Res. , vol.161 , Issue.3 , pp. 636-654
    • Chelouah, R.1    Siarry, P.2
  • 32
    • 78751606154 scopus 로고    scopus 로고
    • Hybrid optimization with improved tabu search
    • M. H. Mashinchi, M. A. Orgun, and W. Pedrycz, "Hybrid optimization with improved tabu search," Appl. Soft Comput., vol. 11, no. 2, pp. 1993-2006, 2010.
    • (2010) Appl. Soft Comput. , vol.11 , Issue.2 , pp. 1993-2006
    • Mashinchi, M.H.1    Orgun, M.A.2    Pedrycz, W.3
  • 33
    • 26844575560 scopus 로고    scopus 로고
    • Tabu Search directed by direct search methods for nonlinear global optimization
    • DOI 10.1016/j.ejor.2004.05.033, PII S037722170400503X
    • A.-R. Hedar and M. Fukushima, "Tabu search by direct search methods for nonlinear global optimization," Eur. J. Oper. Res., vol. 170, no. 2, pp. 329-349, 2006. (Pubitemid 41455521)
    • (2006) European Journal of Operational Research , vol.170 , Issue.2 , pp. 329-349
    • Hedar, A.-R.1    Fukushima, M.2
  • 34
    • 13544267455 scopus 로고    scopus 로고
    • A simple method for computation of fuzzy linear regression
    • DOI 10.1016/j.ejor.2004.01.039, PII S0377221704001080
    • M. Hojati, C. R. Bector, and K. Smimou, "A simple method for computation of fuzzy linear regression," Eur. J. Oper. Res., vol. 166, no. 1, pp. 172-184, 2005. (Pubitemid 40219822)
    • (2005) European Journal of Operational Research , vol.166 , Issue.1 SPEC. ISSUE , pp. 172-184
    • Hojati, M.1    Bector, C.R.2    Smimou, K.3
  • 35
    • 3242675121 scopus 로고    scopus 로고
    • A mathematical-programming approach to fuzzy linear regression analysis
    • M. M. Nasrabadi and E. Nasrabadi, "A mathematical-programming approach to fuzzy linear regression analysis," Appl.Math. Comput., vol. 55, no. 3, pp. 873-881, 2004.
    • (2004) Appl.Math. Comput. , vol.55 , Issue.3 , pp. 873-881
    • Nasrabadi, M.M.1    Nasrabadi, E.2
  • 36
    • 44749086748 scopus 로고    scopus 로고
    • Hybridizing harmony search algorithm with sequential quadratic programming for engineering optimization problems
    • M. Fesanghary,M.Mahdavi,M.MJolandan, and Y. Alizadeh, "Hybridizing harmony search algorithm with sequential quadratic programming for engineering optimization problems," Comput.Methods Appl.Mech. Eng., vol. 197, no. 33-40, pp. 3080-3091, 2008.
    • (2008) Comput.Methods Appl.Mech. Eng. , vol.197 , Issue.33-40 , pp. 3080-3091
    • Fesanghary, M.1    Mahdavi, M.2    Jolandan, M.M.3    Alizadeh, Y.4
  • 37
    • 40849115183 scopus 로고    scopus 로고
    • Global-best harmony search
    • DOI 10.1016/j.amc.2007.09.004, PII S0096300307009320
    • M. G. H. Omran and M. Mahdavi, "Global-best harmony search," Appl. Math. Comput., vol. 198, no. 2, pp. 643-656, 2008. (Pubitemid 351400737)
    • (2008) Applied Mathematics and Computation , vol.198 , Issue.2 , pp. 643-656
    • Omran, M.G.H.1    Mahdavi, M.2
  • 38
    • 76349110919 scopus 로고    scopus 로고
    • A two-phased genetic algorithm approach for linear and quadratic fuzzy regression
    • M. H. Mashinchi, M. R. Mashinchi, and M. Mashinchi, "A two-phased genetic algorithm approach for linear and quadratic fuzzy regression," Set-valued Math. Appl., vol. 1, no. 2, pp. 183-190, 2008.
    • (2008) Set-valued Math. Appl. , vol.1 , Issue.2 , pp. 183-190
    • Mashinchi, M.H.1    Mashinchi, M.R.2    Mashinchi, M.3
  • 39
    • 77951120683 scopus 로고    scopus 로고
    • A genetic programming based fuzzy regression approach to modelling manufacturing processes
    • K. Y. Chan, C. K. Kwong, and Y. C. Tsim, "A genetic programming based fuzzy regression approach to modelling manufacturing processes," Int. J. Prod. Res., vol. 48, no. 7, pp. 1967-1982, 2009.
    • (2009) Int. J. Prod. Res. , vol.48 , Issue.7 , pp. 1967-1982
    • Chan, K.Y.1    Kwong, C.K.2    Tsim, Y.C.3
  • 41
    • 47849083963 scopus 로고    scopus 로고
    • Evolving intelligence in humans and machines: Integrative evolving connectionist systems approach
    • Aug.
    • N. Kasabov, "Evolving intelligence in humans and machines: Integrative evolving connectionist systems approach," IEEE Comput. Intell. Mag., vol. 3, no. 3, pp. 23-37, Aug. 2008.
    • (2008) IEEE Comput. Intell. Mag. , vol.3 , Issue.3 , pp. 23-37
    • Kasabov, N.1
  • 42
    • 68849113418 scopus 로고    scopus 로고
    • An improvement on genetic-based learning method for fuzzy artificial neural networks
    • M. R. Mashinchi and A. Selamat, "An improvement on genetic-based learning method for fuzzy artificial neural networks," Appl. Soft Comput., vol. 9, no. 4, pp. 1208-1216, 2009.
    • (2009) Appl. Soft Comput. , vol.9 , Issue.4 , pp. 1208-1216
    • Mashinchi, M.R.1    Selamat, A.2
  • 43
    • 67349253008 scopus 로고    scopus 로고
    • A decade of Kasabovs evolving connectionist systems: A review
    • May
    • M. J. Watts, "A decade of Kasabovs evolving connectionist systems: A review," IEEE Trans. Syst., Man, Cybern. C: Appl. Rev., vol. 39, no. 3, pp. 253-269, May 2009.
    • (2009) IEEE Trans. Syst., Man, Cybern. C: Appl. Rev. , vol.39 , Issue.3 , pp. 253-269
    • Watts, M.J.1
  • 44
    • 37249049254 scopus 로고    scopus 로고
    • Monte Carlo methods in fuzzy linear regression II
    • DOI 10.1007/s00500-007-0179-6
    • A. Abdalla and J. J. Buckley, "Monte Carlo methods in fuzzy linear regression II," Soft Comput., vol. 12, no. 5, pp. 463-468, 2008. (Pubitemid 350269060)
    • (2008) Soft Computing , vol.12 , Issue.5 , pp. 463-468
    • Abdalla, A.1    Buckley, J.J.2
  • 45
    • 13544257130 scopus 로고    scopus 로고
    • Fuzzy linear regression models with least square errors
    • DOI 10.1016/j.amc.2004.05.004, PII S0096300304002747
    • M. Modarres, E. Nasrabadi, andM.M.Nasrabadi, "Fuzzy linear regression models with least square errors," Appl. Math. Comput., vol. 163, no. 2, pp. 977-989, 2005. (Pubitemid 40219934)
    • (2005) Applied Mathematics and Computation , vol.163 , Issue.2 , pp. 977-989
    • Modarres, M.1    Nasrabadi, E.2    Nasrabadi, M.M.3
  • 46
    • 34248994889 scopus 로고    scopus 로고
    • A mathematical programming method for formulating a fuzzy regression model based on distance criterion
    • DOI 10.1109/TSMCB.2006.889609
    • L.-H. Chen and C.-C. Hsueh, "A mathematical programming method for formulating a fuzzy regression model based on distance criterion," IEEE Trans. Syst., Man, Cybern. B: Cybern., vol. 37, no. 3, pp. 705-712, Jun. 2007. (Pubitemid 46784603)
    • (2007) IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics , vol.37 , Issue.3 , pp. 705-712
    • Chen, L.-H.1    Hsueh, C.-C.2
  • 47
    • 0037454064 scopus 로고    scopus 로고
    • Linear regression analysis for fuzzy/crisp input and fuzzy/crisp output data
    • P. D. Urso, "Linear regression analysis for fuzzy/crisp input and fuzzy/crisp output data," Comput. Statist. Data Anal., vol. 42, no. 1-2, pp. 47-72, 2003.
    • (2003) Comput. Statist. Data Anal. , vol.42 , Issue.1-2 , pp. 47-72
    • Urso, P.D.1
  • 48
    • 77958471616 scopus 로고    scopus 로고
    • A revisited approach to linear fuzzy regression using trapezoidal fuzzy intervals
    • A. Bisserier, R. Boukezzoula, and S. Galichet, "A revisited approach to linear fuzzy regression using trapezoidal fuzzy intervals," Inf. Sci., vol. 180, no. 19, pp. 3653-3673, 2010.
    • (2010) Inf. Sci. , vol.180 , Issue.19 , pp. 3653-3673
    • Bisserier, A.1    Boukezzoula, R.2    Galichet, S.3
  • 49
    • 24044464502 scopus 로고    scopus 로고
    • A staged continuous Tabu search algorithm for the global optimization and its applications to the design of fiber bragg gratings
    • DOI 10.1007/s10589-005-4563-9
    • R. T. Zheng, N. Q. Ngo, P. Shum, S. C. Tjin, and L. N. Binh, "A staged continuous tabu search algorithm for the global optimization and its applications to the design of fiber bragg gratings," Comput. Optim. Appl., vol. 30, pp. 319-335, 2005. (Pubitemid 41217710)
    • (2005) Computational Optimization and Applications , vol.30 , Issue.3 , pp. 319-335
    • Zheng, R.T.1    Ngo, N.Q.2    Shum, P.3    Tjin, S.C.4    Binh, L.N.5
  • 50
    • 0001875235 scopus 로고
    • Evolution of fuzzy linear regression models
    • D. Savic and W. Pedrycz, "Evolution of fuzzy linear regression models," Fuzzy Sets Syst., vol. 39, pp. 51-63, 1991.
    • (1991) Fuzzy Sets Syst. , vol.39 , pp. 51-63
    • Savic, D.1    Pedrycz, W.2
  • 52
    • 0024680971 scopus 로고
    • Probablistic linear regression for analysis for fuzzy data
    • H. Tanaka, H. Ishibuchi, and J.Watada, "Probablistic linear regression for analysis for fuzzy data," Eur. J. Oper. Res., vol. 40, pp. 389-396, 1989.
    • (1989) Eur. J. Oper. Res. , vol.40 , pp. 389-396
    • Tanaka, H.1    Ishibuchi, H.2    Watada, J.3
  • 53
    • 0034009146 scopus 로고    scopus 로고
    • Multi-objective fuzzy regression: A general framework
    • DOI 10.1016/S0305-0548(99)00110-0, PII S0305054899001100, Artificial intelligence and decision support with multiple criteria
    • E. C. Ö zelkan and L. Duckstein, "Multi-objective fuzzy regression: A general framework," Comput. Oper. Res., vol. 27, no. 7-8, pp. 635-652, 2000. (Pubitemid 30234093)
    • (2000) Computers and Operations Research , vol.27 , Issue.7-8 , pp. 635-652
    • Ozelkan, E.C.1    Duckstein, L.2
  • 54
    • 48749132540 scopus 로고    scopus 로고
    • A variable spread fuzzy linear regression model with higher explanatory power and forecasting accuracy
    • S.-P. Chen and J.-F. Dang, "A variable spread fuzzy linear regression model with higher explanatory power and forecasting accuracy," Inf. Sci., vol. 178, no. 20, pp. 3973-3988, 2008.
    • (2008) Inf. Sci. , vol.178 , Issue.20 , pp. 3973-3988
    • Chen, S.-P.1    Dang, J.-F.2
  • 55
    • 31444433444 scopus 로고    scopus 로고
    • Entropy for fuzzy regression analysis
    • DOI 10.1080/00207720500382290, PII U3485575044525
    • C. Kao and P.-H. Lin, "Entropy for fuzzy regression analysis," Int. J. Syst. Sci., vol. 36, no. 14, pp. 869-876, 2005. (Pubitemid 43149046)
    • (2005) International Journal of Systems Science , vol.36 , Issue.14 , pp. 869-876
    • Kao, C.1    Lin, P.-H.2
  • 56
    • 33751257781 scopus 로고    scopus 로고
    • Fuzzy regression based on asymmetric support vector machines
    • DOI 10.1016/j.amc.2006.03.046, PII S0096300306003249
    • C.-C. Yao and P.-T. Yu, "Fuzzy regression based on asymmetric support vector machines," Appl. Math. Comput., vol. 182, no. 1, pp. 175-193, 2006. (Pubitemid 44781031)
    • (2006) Applied Mathematics and Computation , vol.182 , Issue.1 , pp. 175-193
    • Yao, C.-C.1    Yu, P.-T.2
  • 57
    • 0037117193 scopus 로고    scopus 로고
    • Fuzzy least-squares linear regression analysis for fuzzy input-output data
    • DOI 10.1016/S0165-0114(01)00066-5, PII S0165011401000665
    • M.-S. Yang and T.-S. Lin, "Fuzzy least-squares linear regression analysis for fuzzy input-output data," Fuzzy Sets Syst., vol. 126, no. 3, pp. 389-399, 2002. (Pubitemid 34154807)
    • (2002) Fuzzy Sets and Systems , vol.126 , Issue.3 , pp. 389-399
    • Yang, M.-S.1    Lin, T.-S.2
  • 58
    • 68849104738 scopus 로고    scopus 로고
    • Reduction to least-squares estimates in multiple fuzzy regression analysis
    • Aug.
    • C.-T. Yeh, "Reduction to least-squares estimates in multiple fuzzy regression analysis," IEEE Trans. Fuzzy Syst., vol. 17, no. 4, pp. 935-948, Aug. 2009.
    • (2009) IEEE Trans. Fuzzy Syst. , vol.17 , Issue.4 , pp. 935-948
    • Yeh, C.-T.1
  • 60
    • 0042764661 scopus 로고    scopus 로고
    • Linear and non-linear fuzzy regression: Evolutionary algorithm solutions
    • J. J. Buckley and T. Feuring, "Linear and non-linear fuzzy regression: evolutionary algorithm solutions," Fuzzy Sets Syst., vol. 112, no. 3, pp. 381-394, 2000.
    • (2000) Fuzzy Sets Syst. , vol.112 , Issue.3 , pp. 381-394
    • Buckley, J.J.1    Feuring, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.