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A Group Decision-Making Approach Based on DST and AHP for New Product Selection under Epistemic Uncertainty
المؤلفون المشاركون
Zhang, Zijiao
Zhong, Wei
Wu, Chong
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2019، العدد 2019 (31 ديسمبر/كانون الأول 2019)، ص ص. 1-16، 16ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2019-06-19
دولة النشر
مصر
عدد الصفحات
16
التخصصات الرئيسية
الملخص EN
Selecting the most appropriate new product(s) is regarded as a critical decision which greatly influences the development of manufacturing enterprises.
In order to improve the accuracy of selection, more experts are required to be invited to predict key indicators for new products selection.
Due to limited knowledge, experts use fuzzy numbers more confidently than using numerical values in the prediction.
Therefore, new product selection is a multiattribute group decision-making process under epistemic uncertainty.
The purpose of this paper is to introduce a new hybrid decision-making approach based on Analytic Hierarchy Process (AHP) and Dempster-Shafer Theory (DST) to evaluate and select a new product.
AHP and DST are used in weight determination to improve the accuracy and objectivity.
In addition, this paper proposes that DST is a proper mathematical framework to deal with the epistemic uncertainty on the indicators of new product scheme selection.
In particular, the initial assessments from experts are disassembled and then combined into the evidence information.
By setting confidence degree, reliability function and likelihood function are used to evaluate and rank new products.
A case study in a home appliance manufacturer is provided to illustrate the proposed hybrid approach and demonstrate its applicability.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Wu, Chong& Zhang, Zijiao& Zhong, Wei. 2019. A Group Decision-Making Approach Based on DST and AHP for New Product Selection under Epistemic Uncertainty. Mathematical Problems in Engineering،Vol. 2019, no. 2019, pp.1-16.
https://search.emarefa.net/detail/BIM-1195701
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Wu, Chong…[et al.]. A Group Decision-Making Approach Based on DST and AHP for New Product Selection under Epistemic Uncertainty. Mathematical Problems in Engineering No. 2019 (2019), pp.1-16.
https://search.emarefa.net/detail/BIM-1195701
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Wu, Chong& Zhang, Zijiao& Zhong, Wei. A Group Decision-Making Approach Based on DST and AHP for New Product Selection under Epistemic Uncertainty. Mathematical Problems in Engineering. 2019. Vol. 2019, no. 2019, pp.1-16.
https://search.emarefa.net/detail/BIM-1195701
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1195701
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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