System-of-Systems Engineering - Liophant Simulation
System-of-Systems Engineering - Liophant Simulation
System-of-Systems Engineering - Liophant Simulation
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Surrogate Modeling Comes <strong>of</strong> Age• In the 1990s, surrogate models were seen as amathematical curiosity in the designcommunity• Response surface equations, Kriging models,and neural networks have been crossfertilizedand their use is now widespread• Automated tools for creation and validationare needed• A library <strong>of</strong> surrogates and the underlyingassumptions for their use must be constructedR 2Surrogate modeling for systems analysis is now a standard technique in the fieldDeveloping Methods and Techniques for <strong>System</strong> <strong>of</strong> <strong>System</strong>s <strong>Engineering</strong>Dr. Dimitri Mavris, dimitri.mavris@ae.gatech.edu40