Loading...

A matching mechanism for public cloud manufacturing platforms using intuitionistic Fuzzy VIKOR and deferred acceptance algorithm

Delaram, J ; Sharif University of Technology | 2021

147 Viewed
  1. Type of Document: Article
  2. DOI: 10.1080/17509653.2021.1892549
  3. Publisher: Taylor and Francis Ltd , 2021
  4. Abstract:
  5. Online manufacturing platforms are spreading in the manufacturing industry in the shade of Cloud Manufacturing systems. The paper manipulates a matching mechanism for public Cloud Manufacturing platforms based on the Intuitionistic Fuzzy Sets Theory, VIKOR method, and Deferred Acceptance algorithm. The VIKOR method provides a rational, scientific, and systematic approach to enable providers and consumers to evaluate the attributes of each other and develop their preference lists. The method is augmented by the Intuitionistic Fuzzy Sets Theory to grasp the high level of vagueness and uncertainty in the process of preference list development. The utilization of Deferred Acceptance algorithm from matching games augmented the proposed mechanism for presenting stable pairs of manufacturing partners. Also, the paper studies the influence of proposer, matching algorithm, and ranking method on the mechanism. Finally, the paper presents some managerial insights, concludes the results, and states future research directions. © 2021 International Society of Management Science and Engineering Management
  6. Keywords:
  7. Cloud Manufacturing ; Game Theory ; Intuitionistic Fuzzy Sets ; Public Platforms ; VIKOR Method
  8. Source: International Journal of Management Science and Engineering Management ; Volume 16, Issue 2 , 2021 , Pages 107-122 ; 17509653 (ISSN)
  9. URL: https://www.tandfonline.com/doi/abs/10.1080/17509653.2021.1892549