Rule-based Weapon Target Assignment on the battlefield
IFAC Proceedings Volumes (IFAC-PapersOnline), cilt.44, sa.1 PART 1, ss.13600-13605, 2011 (Scopus)
- Yayın Türü: Makale / Özet
- Cilt numarası: 44 Sayı: 1 PART 1
- Basım Tarihi: 2011
- Doi Numarası: 10.3182/20110828-6-it-1002.01214
- Dergi Adı: IFAC Proceedings Volumes (IFAC-PapersOnline)
- Derginin Tarandığı İndeksler: Scopus
- Sayfa Sayıları: ss.13600-13605
- Orta Doğu Teknik Üniversitesi Adresli: Evet
Özet
The Weapon Target Assignment (WTA) problem is the problem of assigning weapons to threats with the objective of minimizing the expected survival value of threats. On a real battlefield, the problem must be solved in quite short time, i.e., real-time. Considering combinatorial complexity of the problem and the strict time constraint, a fuzzy decision maker (FDM) is proposed as an alternative in helping commanders to decide on proper WTA. The idea is to build a FDM for a given data set using an extended grid partitioning based on sensitivity analysis of the input variables. The proposed decision maker is implemented and then tested with a number of randomly sampled WTA instances on realistic scenarios. The proposed system has a satisfactory performance. © 2011 IFAC.