Abstract
One of the best extensions for managing uncertainty in the decision-making process is intuitionistic fuzzy sets. Decision-makers and specialists can justify their decisions with a more detailed membership function on a bigger surface thanks to its two-dimensional membership functions. Proportional Intuitionistic Fuzzy sets (PIFs) are a further fuzzy set extension that incorporates proportion relations between an intuitionistic fuzzy set's parameters to better represent uncertainties in decision criteria and capture membership and non-membership degrees. This results in a more accurate representation of expert judgments. One of the conventional multi-criteria decision-making techniques, the EDAS (The Evaluation Based on Distance from Average Solution), is updated using this fuzzy extension. The challenge of choosing a cloud service provider, which affects an organization's performance, security, scalability, and cost-effectiveness in the quickly changing cloud computing landscape, has been tackled with the help of the suggested technique (PIF-EDAS). The application results demonstrate that the suggested PIF-EDAS provides reliable and significant rankings.
| Original language | English |
|---|---|
| Title of host publication | Intelligent and Fuzzy Systems - Intelligent Industrial Informatics and Efficient Networks Proceedings of the INFUS 2024 Conference |
| Editors | Cengiz Kahraman, Sezi Cevik Onar, Selcuk Cebi, Basar Oztaysi, Irem Ucal Sari, A. Cagrı Tolga |
| Publisher | Springer Science and Business Media Deutschland GmbH |
| Pages | 677-687 |
| Number of pages | 11 |
| ISBN (Print) | 9783031700170 |
| DOIs | |
| Publication status | Published - 2024 |
| Event | International Conference on Intelligent and Fuzzy Systems, INFUS 2024 - Canakkale, Turkey Duration: 16 Jul 2024 → 18 Jul 2024 |
Publication series
| Name | Lecture Notes in Networks and Systems |
|---|---|
| Volume | 1088 LNNS |
| ISSN (Print) | 2367-3370 |
| ISSN (Electronic) | 2367-3389 |
Conference
| Conference | International Conference on Intelligent and Fuzzy Systems, INFUS 2024 |
|---|---|
| Country/Territory | Turkey |
| City | Canakkale |
| Period | 16/07/24 → 18/07/24 |
Bibliographical note
Publisher Copyright:© The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.
Keywords
- EDAS
- cloud service provider selection
- multi-criteria decision making
- proportional intuitionistic fuzzy sets