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Approximating the optimal mapping for weapon target assignment by fuzzy reasoning
Date
2014-01-10
Author
Sahin, Mehmet Alper
Leblebicioğlu, Mehmet Kemal
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This work is licensed under a
Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License
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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.
Subject Keywords
Weapon Target Assignment (WTA)
,
Fuzzy Decision Maker (FDM)
,
Grid partitioning
URI
https://hdl.handle.net/11511/44502
Journal
INFORMATION SCIENCES
DOI
https://doi.org/10.1016/j.ins.2013.08.004
Collections
Department of Electrical and Electronics Engineering, Article