A hierarchical fuzzy decision maker for the Weapon Target Assignment

Date

2011-01-01

Author

Şahin, M. 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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The Weapon Target Assignment problem is the problem of assigning weapons to threats with the objective of minimizing the expected survival value of threats. In this work, a Hierarchical Fuzzy Decision Maker is considered as an alternative decision-aid system for the Weapon Target Assignment. Thus, a novel procedure is proposed to identify Hierarchical Fuzzy Decision Makers such that entire hierarchy satisfies a desired approximation performance even with a strict constraint on the size of rule base. The idea is to increase approximation performance through cascaded stages. The proposed procedure is applied to implement a Hierarchical Fuzzy Decision Maker for a number of randomly sampled Weapon Target Assignment instances on a realistic scenario. The simulation results show that identified systems have satisfactory performance and serviceable on the battlefield. © 2011 IFAC.

URI

https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84866771174&origin=inward
https://hdl.handle.net/11511/102228

Journal

IFAC Proceedings Volumes (IFAC-PapersOnline)

DOI

https://doi.org/10.3182/20110828-6-it-1002.00986

Collections

Department of Electrical and Electronics Engineering, Article

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Citation Formats

M. A. Şahin and M. K. Leblebicioğlu, “A hierarchical fuzzy decision maker for the Weapon Target Assignment,” IFAC Proceedings Volumes (IFAC-PapersOnline), vol. 44, no. 1 PART 1, pp. 8993–8998, 2011, Accessed: 00, 2023. [Online]. Available: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84866771174&origin=inward.