Abstract
AbstractThe 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.
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