A standard expert system for weapon target assignment problem

Weapon target assignment (WTA) problem is the problem of assigning weapons to targets with the objective of minimizing the expected damage of targets. In this work, a standard expert system is proposed for the particular WTA problem. The idea is to build expert system using grid partitioning over a...

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Bibliographic Details
Published in2009 International Symposium on Performance Evaluation of Computer & Telecommunication Systems Vol. 41; pp. 221 - 224
Main Authors Sahin, M.A., Leblebicioglu, K.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.07.2009
Subjects
approximate reasoning
Expert system
Expert systems
Fuzzy sets
Fuzzy systems
grid partitioning
Hybrid intelligent systems
Input variables
Linear programming
Random number generation
Real time systems
System testing
weapon-target assignment (WTA)
Weapons
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Summary:Weapon target assignment (WTA) problem is the problem of assigning weapons to targets with the objective of minimizing the expected damage of targets. In this work, a standard expert system is proposed for the particular WTA problem. The idea is to build expert system using grid partitioning over a training set. The proposed system is implemented and tested with a number of randomly generated WTA instances. The proposed system has a satisfactory performance.
ISBN:9781424441655
142444165X