A hybrid fuzzy MCDM approach to prioritize organization's activities based on fuzzy analytic hierarchy process and fuzzy DEMATEL
Publish Year: 1402
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:
JR_IJNAA-14-1_207
تاریخ نمایه سازی: 5 شهریور 1402
Abstract:
Decision makers need to prioritize the organization’s activities in order to allocate resources optimally. Prioritization of activities is a multi-criteria problem that includes both quantitative and qualitative factors. The C۴ISR framework is a well-known and widely used framework that describes the activities of the organization using the Activity Model (OV-۵) product. In this paper, a new fuzzy hybrid methodology is proposed to describe and prioritize the activities of the organization in fuzzy conditions. First, the activities of the organization are described in a fuzzy format. Then, Activities are prioritized by the use of a hybrid method based on fuzzy DEMATEL and fuzzy AHP. Fuzzy AHP is used to calculate the weight of each activity and Fuzzy DEMATEL is used to calculate the interdependencies between activities. Finally, the Science and Technology Parks of Iran as an empirical study is presented to illustrate the application of the proposed method.
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Authors
Jamshid Afshani
Department of Computer Engineering, Arak Branch, Islamic Azad University, Arak, Iran
Abbas Karimi
Department of Computer Engineering, Arak Branch, Islamic Azad University, Arak, Iran
Nafiseh Osati Eraghi
Department of Computer Engineering, Arak Branch, Islamic Azad University, Arak, Iran
Faraneh Zarafshan
Department of Computer Engineering, Ashtian Branch, Islamic Azad University, Ashtian, Iran