A Fuzzy Supplier Selection Application Using Large Survey Datasets of Delivery Performance
Joint Authors
Davis, Jonathan
Shipley, Margaret F.
Stading, Gary
Source
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-03-19
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
A model is developed using fuzzy probability to screen survey data across relevant criteria for selecting suppliers based on fuzzy expected values.
The values are derived from qualitative variables and expert opinion of membership in these variables found in industry survey data.
The application is made to a supply chain management decision of supplier selection based upon delivery performance which is further divided into attributes that comprise this criterion.
The algorithm allows multiple criteria to be considered for each decision parameter.
Large sets of survey data regarding six suppliers in the electronic parts industry are gathered from over 150 purchasers and are analyzed through spreadsheet modeling of the fuzzy algorithm.
The resulting decision support system allows supply chain managers to improve supplier selection decisions by applying fuzzy measures of criteria and associated beliefs across the dataset.
The proposed model and method are highly adaptable to existing survey datasets, including datasets that have incomplete data, and can be implemented in organizations with low decision support resources, such as small and medium sized organizations.
American Psychological Association (APA)
Davis, Jonathan& Shipley, Margaret F.& Stading, Gary. 2015. A Fuzzy Supplier Selection Application Using Large Survey Datasets of Delivery Performance. Advances in Fuzzy Systems،Vol. 2015, no. 2015, pp.1-14.
https://search.emarefa.net/detail/BIM-1052433
Modern Language Association (MLA)
Davis, Jonathan…[et al.]. A Fuzzy Supplier Selection Application Using Large Survey Datasets of Delivery Performance. Advances in Fuzzy Systems No. 2015 (2015), pp.1-14.
https://search.emarefa.net/detail/BIM-1052433
American Medical Association (AMA)
Davis, Jonathan& Shipley, Margaret F.& Stading, Gary. A Fuzzy Supplier Selection Application Using Large Survey Datasets of Delivery Performance. Advances in Fuzzy Systems. 2015. Vol. 2015, no. 2015, pp.1-14.
https://search.emarefa.net/detail/BIM-1052433
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1052433