کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
391817 662007 2014 15 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Approximating the optimal mapping for weapon target assignment by fuzzy reasoning
ترجمه فارسی عنوان
تقریبا نقشه برداری بهینه برای اهداف سلاح با استدلال فازی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی

Weapon target assignment is a weapon assignment problem with the objective of minimizing the expected survival value of targets. This problem must be quickly solved on the battlefield (i.e., in real-time). Considering the combined complexity and the strict time constraints, a fuzzy decision maker is proposed as an alternative to aid commanders in deciding on proper weapon assignments. The concept builds a fuzzy decision maker for a given data set by using extended grid partitioning based on a sensitivity analysis of input variables. The proposed decision maker is implemented and tested with several randomly sampled assignment instances on realistic scenarios. In addition, a larger-scale scenario is also considered to demonstrate the scalability of the approach. The results show that the proposed system exhibits satisfactory performance and is serviceable on the battlefield.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volume 255, 10 January 2014, Pages 30–44
نویسندگان
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