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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Shilian Han Xinwang Liu |
| Copyright Year | 2011 |
| Description | Author affiliation: School of Marketing and Logistics, Nanjing University of Finance and Economics, Nanjing, 210046, China (Shilian Han) || School of Economics and Management, Southeast University, Nanjing, 210096, China (Xinwang Liu) |
| Abstract | The supplier selection is one of the most important components of production and logistics management for many companies. The supplier selection problem involves different kinds of words in which all of the criteria are weighted using one kind of words and the performance evaluations for all sub-criteria are another kind of words. How to aggregate these words without losing information is a very daunting task using a type-1 fuzzy set (T1 FS) approach. This paper applies a new methodology — Perceptual Computer (Per-C) — to help solve this hierarchical group multi-criteria decision making problem. The Per-C has three components: encoder, computing with words (CWW) engine and decoder. First, the interval approach (IA) is used to obtain interval type-2 fuzzy set (IT2 FS) word models for the words in a pre-specified vocabulary. Second, a linguistic weighted average (LWA) is used to aggregate all the words modeled by IT2 FSs. Finally, a centroid-based ranking method is used to rank the supplier selections, and a similarity measure is used to obtain similarities of the supplier selections. A committee of judges organized with P decision makers and K experts decides the winning supplier selection as the one with the highest ranking and least similarity to other suppliers. |
| Starting Page | 1201 |
| Ending Page | 1207 |
| File Size | 333131 |
| Page Count | 7 |
| File Format | |
| ISBN | 9781424473151 |
| ISSN | 10987584 |
| e-ISBN | 9781424473175 |
| e-ISBN | 9781424473168 |
| DOI | 10.1109/FUZZY.2011.6007434 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2011-06-27 |
| Publisher Place | Taiwan |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Silicon Frequency selective surfaces Pragmatics Engines Decoding Uncertainty Supply chains supplier selection interval type-2 fuzzy set (IT2 FS) perceptual computer (Per-C) |
| Content Type | Text |
| Resource Type | Article |
| Subject | Applied Mathematics Artificial Intelligence Theoretical Computer Science Software |
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