A New Multiple Criteria Decision Making Approach Based on Intuitionistic Fuzzy Sets, the Weighted Similarity Measure, and the Extended TOPSIS Method,ERICDATA高等教育知識庫
高等教育出版
熱門: 崔雪娟  王美玲  李明昆  王善边  黃昱倫  黃乃熒  
高等教育出版
首頁 臺灣期刊   學校系所   學協會   民間出版   大陸/海外期刊   政府機關   學校系所   學協會   民間出版   DOI註冊服務
閱讀全文
篇名
A New Multiple Criteria Decision Making Approach Based on Intuitionistic Fuzzy Sets, the Weighted Similarity Measure, and the Extended TOPSIS Method
並列篇名
A New Multiple Criteria Decision Making Approach Based on Intuitionistic Fuzzy Sets, the Weighted Similarity Measure, and the Extended TOPSIS Method
作者 Wan-Hui LeeJen-Hui TsaiLai-Chung Lee
英文摘要
Many real-world multiple criteria decision making (MCDM) problems are rather complicated and uncertain to handle. In recent years, some MCDM methods have been proposed based on intuitionistic fuzzy sets (IFSs). In this paper, we propose a new MCDM method based on IFSs, the weighted similarity measure (WSM), and the extension of the technique for order preference by similarity to ideal solution (TOPSIS) method with completely unknown weights of criteria. Firstly, we calculate the weights of criteria using the normalized intuitionistic fuzzy entropy values (IFEVs) when the weights of criteria was not given by decision maker. Secondly, we propose a novel weighted similarity measure (WSM) between the IFSs that takes the hesitancy degree of elements of IFSs into account. Finally, we combine the WSM with the Extended TOPSIS Method to propose a new MCDM approach based on IFSs which can overcome the drawbacks and limitations of some existing methods that they cannot get the preference order of the alternatives in the context of the “division by zero” (“DBZ”) situations. The proposed method provides us an easier way to handle MCDM problems under intuitionistic fuzzy (IF) environments.
起訖頁 645-654
關鍵詞 EntropyIntuitionistic fuzzy sets (IFSs)Multiple criteria decision making (MCDM)TOPSISWeighted similarity measure (WSM)
刊名 網際網路技術學刊  
期數 202105 (22:3期)
出版單位 台灣學術網路管理委員會
DOI 10.3966/160792642021052203014   複製DOI
QR Code
該期刊
上一篇
Fault Tolerance of Bubble-sort Networks on Components
該期刊
下一篇
Design Issues for Communication Protocols Conversion Scheme of IoT Devices

高等教育知識庫  閱讀計畫  教育研究月刊  新書優惠  

教師服務
合作出版
期刊徵稿
聯絡高教
高教FB
讀者服務
圖書目錄
教育期刊
訂購服務
活動訊息
數位服務
高等教育知識庫
國際資料庫收錄
投審稿系統
DOI註冊
線上購買
高點網路書店 
元照網路書店
博客來網路書店
教育資源
教育網站
國際教育網站
關於高教
高教簡介
出版授權
合作單位
知識達 知識達 知識達 知識達 知識達 知識達
版權所有‧轉載必究 Copyright2011 高等教育文化事業股份有限公司  All Rights Reserved
服務信箱:edubook@edubook.com.tw 台北市館前路 26 號 6 樓 Tel:+886-2-23885899 Fax:+886-2-23892500