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Using Domain Knowledge in Evolutionary System Identification

Abstract : Two example of Evolutionary System Identification are presented to highlight the importance of incorportaing Domain Knowledge: the discovery of an analytical indentation law in Structural Mechanics using constrained Genetic Programming, and the identification of the repartition of underground velocities in Seimsi Prospection. Critical issues for sucessful ESI are discussed in the light of these results.
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Contributor : Marc Schoenauer Connect in order to contact the contributor
Submitted on : Sunday, February 5, 2006 - 9:08:30 AM
Last modification on : Tuesday, January 11, 2022 - 11:16:22 AM
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Marc Schoenauer, Michèle Sebag. Using Domain Knowledge in Evolutionary System Identification. K. Giannakoglou et al. Evolutionary Algorithms in Engineering and Computer Science, John Wiley, 2002. ⟨inria-00001094⟩



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