کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
6903796 | 1446993 | 2018 | 20 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
A threat assessment method of group targets based on interval-valued intuitionistic fuzzy multi-attribute group decision-making
ترجمه فارسی عنوان
یک روش ارزیابی تهدید از اهداف گروه بر اساس تصمیم گیری گروهی چندگانه فازی شهودی محاسبه شده است
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کلمات کلیدی
هدف گروه آنتروپی فازی متحرک، مجموعه فازی شهودی محدوده ارزشمند، تصمیم گیری چند گروهی، ارزیابی تهدید،
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
نرم افزارهای علوم کامپیوتر
چکیده انگلیسی
Group target (GT) is consisted of multi-class weapons that can collaboratively work and it is a basic application unit in the information warfare. Assessing the threat of GT is required for the optimal decision of troop deployment. However, it is difficult to obtain a reasonable and effective threat assessment result of GT due to the uncertain battlefield information and different judgments from various decision makers (DMs). The study aims to investigate the multi-attribute group decision-making (MAGDM) method for solving the interval-valued intuitionistic fuzzy threat assessment problem of GTs without known attribute weights and DM's preference weights. Based on the assessment information of DMs, attribute weights are determined with the interval-valued intuitionistic fuzzy entropy. To derive the DM's preference weights objectively, we construct a nonlinear optimization model to minimize decision makers' overall decision-making conflict. Moreover, the artificial bee colony algorithm is introduced to solve the nonlinear constrained optimization problem in the optimization model. The decision information of multi-DM is aggregated by the interval-valued intuitionistic fuzzy weighted averaging operator (IVIFWA) with the DMs' preference weights. In order to describe the attribute closeness degree to the ideal solution, the decision-making judgment matrix is constructed according to the ideal solution closeness degree of each GT's attribute calculated with the cross-entropy distance. Subsequently, based on the decision-making judgment matrix, the threat degree is calculated according to the weighted average method with the attribute weights. Finally, a case of the threat assessment of group targets is provided to illustrate the implementation process and applicability of the method proposed in this paper.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Soft Computing - Volume 67, June 2018, Pages 350-369
Journal: Applied Soft Computing - Volume 67, June 2018, Pages 350-369
نویسندگان
Depeng Kong, Tianqing Chang, Quandong Wang, Haoze Sun, Wenjun Dai,