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B0817
Title: Screening using new sensitivity metrics and design of experiments for combat simulations Authors:  Stelios Georgiou - RMIT University (Australia) [presenting]
Haydar Demirhan - RMIT University (Australia)
Anil Dolgun - RMIT University (Australia)
Andrew Gill - Defence Science and Technology Group (Australia)
Stella Stylianou - RMIT University (Australia)
Abstract: The combined use of sensitivity metrics and design of experiments is introduced for the problem of identifying input factors which significantly influence the operational effectiveness ordering of a set of alternative systems that are modelled by a stochastic simulation. Two sensitivity metrics are compared and evaluated with the full factorial designs. The application to a combat simulation study provides encouraging results for the proposed methodology.