Particle optimization with metamodel for crack characterization

Abstract : A new inverse method for real time eddy current testing is introduced. It is based on particle swarm optimization coupled with a metamodel. This metamodel is generated by interpolating data from an adaptive database. Linear and radial basis function interpolations are compared as means to generate the metamodel. The inverse method gives a result combined with an approximation of the likelihood function to help for decision analysis. It is finally compared to a state-of-art inverse method using support vector machine on a 3D case on simulated data with very promising results.
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Submitted on : Monday, June 7, 2010 - 4:04:33 PM
Last modification on : Friday, September 28, 2018 - 1:16:37 AM
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Rémi Douvenot, Marc Lambert, Dominique Lesselier. Particle optimization with metamodel for crack characterization. URSI International Symposium on Electromagnetic Theory (EMT-S 2010), Aug 2010, Berlin, Germany. pp.887--890, ⟨10.1109/URSI-EMTS.2010.5637338⟩. ⟨hal-00490009⟩

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