Maximum Bayesian entropy method for determining ordered weighted averaging operator weights

Yari, Gholamhossein; Chaji, Alireza

doi:10.1016/j.cie.2012.03.010

Cited by 41 publications

(17 citation statements)

References 21 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Fuller and Majlender [9] used a Lagrange multipliers method to determine the optimal weighting vector in the constrained optimization problem. Many related studies have been conducted in recent years [4,18,28]. For example, Chang [1] combined the ordered weighted geometric averaging operator and the decision-making trial and evaluation laboratory approach for prioritization of failures in a product failure mode and effects analysis.…”

Section: Introductionmentioning

confidence: 99%

A novel efficient approach for supplier selection problem using the OWA-based ranking technique

Chang

2015

Journal of Industrial and Production Engineering

View full text Add to dashboard Cite

Supplier selection is not only an important issue in the supply chain management but also a critical factor for affecting overall supply chain performance. However, most of the traditional calculating method does not consider the ordered weight of attribute values in a supplier selection problem. It will cause biased conclusions and decision-makers to make the wrong judgment. In order to effectively solve this issue, this paper proposed a novel OWA-based ranking technique to deal with the supplier selection problem. The proposed approach has three major advantages: (1) it has considered the ordered weight of attribute values, (2) it can deal with the insufficient and incomplete information in the supplier selection problem, and (3) the attribute rating values and attribute weights of suppliers, described by linguistic variables, are more flexible and reasonably reflect real-world situations. Finally, a supplier selection numerical example is used to illustrate the use of the proposed approach. After comparing the result that was obtained from the proposed method with both the grey possibility degree method and the grey-related analysis method, it was found that the proposed approach provides a more accurate and efficient ranking for dealing with the supplier selection problem.

show abstract

Section: Introductionmentioning

confidence: 99%

A novel efficient approach for supplier selection problem using the OWA-based ranking technique

Chang

2015

Journal of Industrial and Production Engineering

View full text Add to dashboard Cite

show abstract

“…If we look at works on Entropy, we can see numerous works. Some of these works ( Yari & Chaji, 2012) studied Entropy method to select operator. (Abidin, Rusli, & Shariff, 2016) designed an internal security system based on an integrated Entropy-TOPSIS method.(L.…”

Section: Entropy Weight Methodsmentioning

confidence: 99%

Second Hand Car Purchasing Problem via an Integrated Multi-Criteria Decision Making Software

Canpolat

Demir

2017

MIJST

View full text Add to dashboard Cite

show abstract

“…To this end, this theory assumes that a decision maker has a subjective degree of optimism so that the decision weights can be determined. In the literature, there are many methods for determining the weights associated with OWAOs . With these decision weights, we can obtain the generalized expected utilities for all the acts, and we choose the act with the maximum one.…”

Section: Introductionmentioning

confidence: 99%

An Axiomatic Foundation for Yager's Decision Theory

Xiong

Liu

2014

Int. J. Intell. Syst.

View full text Add to dashboard Cite

Yager's decision theory, based on the ordered weighted averaging operators and Dempster-Shafer theory, is a very important theory for modeling decision making under uncertainty. This paper attempts to provide an axiomatic foundation for this theory, and thus offers a reasonable interpretation of its basic concept. The properties, presented in terms of observable preferences, enable us to elicit the subjective degree of optimism and the mass function over the set of states. Moreover, some important properties of this decision theory have been established, which in turn show that no Dutch Book argument can be made against agents in this theory. This paper also illustrates the idea of the central result by an example with a particular kind of operators. C 2014 Wiley Periodicals, Inc. = 1 3 , ω M 1 (12) 1 = 2 3 , ω M 2 (5) 2 = 0, and ω M 2 (7) 3 = 1 5 .≤ 2(1 − β), then by formula 2 we have,

show abstract

Maximum Bayesian entropy method for determining ordered weighted averaging operator weights

Cited by 41 publications

References 21 publications

A novel efficient approach for supplier selection problem using the OWA-based ranking technique

A novel efficient approach for supplier selection problem using the OWA-based ranking technique

Second Hand Car Purchasing Problem via an Integrated Multi-Criteria Decision Making Software

An Axiomatic Foundation for Yager's Decision Theory

Contact Info

Product

Resources

About