Evidential Reasoning Approach for Multiattribute Decision Analysis Under Both Fuzzy and Interval Uncertainty

Min Guo · Jianbo Yang · Kwai‐Sang Chin · Hongwei Wang · Xinbao Liu

81 citations0/0 files storedIEEE Transactions on Fuzzy Systems

No readable copy stored yet — this record is metadata only.

No open-access location is known for this record yet.

Literature note Cite in a project Citation map

Multi-Criteria Decision Making Fuzzy and Soft Set Theory Evaluation Methods in Various Fields

Abstract

Many multiple attribute decision analysis (MADA) problems are characterized by both quantitative and qualitative attributes with various types of uncertainties. Incompleteness (or ignorance) and vagueness (or fuzziness) are among the most common uncertainties in decision analysis. The evidential reasoning (ER) and the interval grade ER (IER) approaches have been developed in recent years to support the solution of MADA problems with interval uncertainties and local ignorance in decision analysis. In this paper, the ER approach is enhanced to deal with both interval uncertainty and fuzzy beliefs in assessing alternatives on an attribute. In this newly developed fuzzy IER (FIER) approach, local ignorance and grade fuzziness are modeled under the integrated framework of a distributed fuzzy belief structure, leading to a fuzzy belief decision matrix. A numerical example is provided to illustrate the detailed implementation process of the FIER approach and its validity and applicability.

Paper brief

Loading…

Cite this work

Citation unavailable for this work.

BibTeX RIS CSL-JSON

No public copy is stored for this record, so only the metadata is cited.

Citations in this library

Citation map →

Stored only when both papers are in the corpus — 81 citations exist upstream.

References

1985The Analytic Hierarchy Process 1988On ordered weighted averaging aggregation operators in multicriteria decisionmaking 1980Fuzzy Sets and Systems - Theory and Applications 2007Decision Making in a Fuzzy Environment 1993Decisions with Multiple Objectives 1983A fuzzy extension of Saaty's priority theory 2001Multiple Criteria Decision Analysis: An Integrated Approach 2002Multiple Criteria Decision Analysis

Cited by

2016A general evidential reasoning algorithm for multi-attribute decision analysis under interval uncertainty 2011TOPSIS with fuzzy belief structure for group belief multiple criteria decision making 2014An evidential game theory framework in multi-criteria decision making process 2022Comparison of multicriteria analysis techniques for decision making on floating offshore wind farms site selection 2019Comparison of Evidential Reasoning Algorithm with Linear Combination in Decision Making 2012

Explore the map →

Papers that cite the same references — the relational fallback while embeddings are still backfilling.

Imported from OpenAlex (CC0) — nothing here is generated.