دورية أكاديمية

Correlated Criteria in Decision Models: Recurrent Application of TOPSIS Method

التفاصيل البيبلوغرافية
العنوان: Correlated Criteria in Decision Models: Recurrent Application of TOPSIS Method
المؤلفون: BONDOR, Cosmina Ioana, MUREŞAN, Adriana
المساهمون: European Social Fund
المصدر: Applied Medical Informatics; Vol 30, No 1 (2012); 55-63 ; 2067-7855
بيانات النشر: "Iuliu Haţieganu" Publishing House
سنة النشر: 2012
المجموعة: Applied Medical Informatics (University of Medicine and Pharmacy Cluj-Napoca)
مصطلحات موضوعية: TOPSIS method, Diabetes mellitus type 2, Multicollinearity
الوصف: The purpose of multicriteria decision models is to help decision maker to evaluate each alternative and to rank them in descending order of performance. A problem can appear when the criteria are not independent. This study explores the effect of multicollinearity between criteria in decision making with the technique for order preference by similarity to ideal solution (TOPSIS) and proposes an algorithm to resolve the problem. The algorithm was based on the application of the TOPSIS method several times until all the components are uncorrelated. The algorithm was applied on two examples from medical field to demonstrate its effectiveness. After we applied the purposed algorithm on two examples the index result from TOPSIS was equal correlated with all the criteria.
نوع الوثيقة: article in journal/newspaper
وصف الملف: application/pdf
اللغة: English
العلاقة: http://ami.info.umfcluj.ro/index.php/AMI/article/view/372/pdfTest; http://ami.info.umfcluj.ro/index.php/AMI/article/view/372Test
الإتاحة: http://ami.info.umfcluj.ro/index.php/AMI/article/view/372Test
حقوق: Copyright (c) 2018 Applied Medical Informatics
رقم الانضمام: edsbas.EDD1023
قاعدة البيانات: BASE