A hierarchical fuzzy decision maker for the Weapon Target Assignment


Şahin M. A. , LEBLEBİCİOĞLU M. K.

IFAC Proceedings Volumes (IFAC-PapersOnline), vol.44, no.1 PART 1, pp.8993-8998, 2011 (Refereed Journals of Other Institutions) identifier

  • Publication Type: Article / Abstract
  • Volume: 44 Issue: 1 PART 1
  • Publication Date: 2011
  • Doi Number: 10.3182/20110828-6-it-1002.00986
  • Title of Journal : IFAC Proceedings Volumes (IFAC-PapersOnline)
  • Page Numbers: pp.8993-8998

Abstract

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.