LINGUISTIC AGGREGATION OPERATORS FOR LINGUISTIC DECISION MAKING BASED ON THE DEMPSTER-SHAFER THEORY OF EVIDENCE

被引：184

作者：

Merigo, J. M. ^{[1
]}

Casanovas, M. ^{[1
]}

Martinez, L. ^{[2
]}

机构：

[1] Univ Barcelona, Dept Business Adm, Barcelona 08034, Spain

[2] Univ Jaen, Dept Comp Sci, Jaen 23071, Spain

来源：

INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS | 2010年 / 18卷 / 03期

关键词：

Decision making; linguistic information; Dempster-Shafer theory of evidence; linguistic aggregation operators; REPRESENTATION MODEL; REASONING APPROACH; INFORMATION; METHODOLOGY; CLASSIFIERS;

D O I：

10.1142/S0218488510006544

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper, we develop a new approach for decision making with Dempster-Shafer theory of evidence by using linguistic information. We suggest the use of different types of linguistic aggregation operators in the model. We then obtain as a result, the belief structure - linguistic ordered weighted averaging (BS-LOWA), the BS - linguistic hybrid averaging (BS-LHA) and a wide range of particular cases. Some of their main properties are studied. Finally, we provide an illustrative example that shows the different results obtained by using different types of linguistic aggregation operators in the new approach.

引用

页码：287 / 304

页数：18

共 49 条

[1]

[Anonymous], 1997, The Ordered Weighted Averaging Operation: Theory, Methodology and Applications

[2]

[Anonymous], 2008, Fuzzy Econ. Rev., DOI DOI 10.25102/FER.2008.02.02

[3]

Bonissone P.P., 1982, APPROXIMATE REASONIN, P329

[4]

Casanovas M., 2008, J INT BUSINESS DISCI, V3, P13

[5]

Chiclana F., 2000, P 8 INT C INF PROC M, P985

[6] UPPER AND LOWER PROBABILITIES INDUCED BY A MULTIVALUED MAPPING [J].

DEMPSTER, AP .

ANNALS OF MATHEMATICAL STATISTICS, 1967, 38 (02) :325-&

[7] Decision making with belief structures: An application in risk management [J].

Engemann, KJ ;

Miller, HE ;

Yager, RR .

INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 1996, 4 (01) :1-25

[8] A SEQUENTIAL SELECTION PROCESS IN GROUP DECISION-MAKING WITH A LINGUISTIC ASSESSMENT APPROACH [J].

HERRERA, F ;

HERRERA-VIEDMA, E ;

VERDEGAY, JL .

INFORMATION SCIENCES, 1995, 85 (04) :223-239

[9] A fusion approach for managing multi-granularity linguistic term sets in decision making [J].

Herrera, F ;

Herrera-Viedma, E ;

Martínez, L .

FUZZY SETS AND SYSTEMS, 2000, 114 (01) :43-58

[10] An approach for combining linguistic and numerical information based on the 2-tuple fuzzy linguistic representation model in decision-making [J].

Herrera, F ;

Martinez, L .

INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2000, 8 (05) :539-562

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