Switching regression analysis by fuzzy adaptive network

被引：11

作者：

Cheng, CB

Lee, ES ^{[1
]}

机构：

[1] Kansas State Univ, Dept Ind & Mfg Syst Engn, Manhattan, KS 66506 USA

[2] Chao Yang Univ Technol, Dept Ind Engn & Management, Taichung, Taiwan

来源：

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH | 2001年 / 128卷 / 03期

关键词：

regression analysis; switching regression; fuzzy inference system; fuzzy adaptive network;

D O I：

10.1016/S0377-2217(99)00400-2

中图分类号：

C93 [管理学];

学科分类号：

12 ; 1201 ; 1202 ; 120202 ;

摘要：

A nonparametric switching regression approach is proposed based on the Sugeno fuzzy inference system and a fuzzy adaptive network. The present approach possesses both the ability of handling linguistic terms and the easiness in developing learning algorithms. Two numerical examples are used to illustrate the approach and the convergence behavior is compared with the results in the literature. (C) 2001 Elsevier Science B.V. All rights reserved.

引用

页码：647 / 663

页数：17

共 19 条

[1] [Anonymous], 1974, COMMUN STAT-THEOR M, DOI DOI 10.1080/03610927408827201
[2] A NOTE ON THE GENERATION OF RANDOM NORMAL DEVIATES
BOX, GEP
MULLER, ME
[J]. ANNALS OF MATHEMATICAL STATISTICS, 1958, 29 (02): : 610 - 611
[3] Brown M, 1994, NEUROFUZZY ADAPTIVE
[4] Applying fuzzy adaptive network to fuzzy regression analysis
Cheng, CB
Lee, ES
[J]. COMPUTERS & MATHEMATICS WITH APPLICATIONS, 1999, 38 (02) : 123 - 140
[5] Cybenko G., 1989, Mathematics of Control, Signals, and Systems, V2, P303, DOI 10.1007/BF02551274
[6] WAGE BARGAINS, THRESHOLD EFFECTS, AND PHILLIPS CURVE
HAMERMESH, DS
[J]. QUARTERLY JOURNAL OF ECONOMICS, 1970, 84 (03) : 501 - 517
[7] Hathaway R. J., 1993, IEEE Transactions on Fuzzy Systems, V1, P195, DOI 10.1109/91.236552
[8] ANFIS - ADAPTIVE-NETWORK-BASED FUZZY INFERENCE SYSTEM
JANG, JSR
[J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1993, 23 (03): : 665 - 685
[9] NEURO-FUZZY MODELING AND CONTROL
JANG, JSR
SUN, CT
[J]. PROCEEDINGS OF THE IEEE, 1995, 83 (03) : 378 - 406
[10] Lin C.T., 1996, NEURAL FUZZY SYSTEMS

← 1 2 →