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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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https://hal.inria.fr/inria-00001094
Contributor : Marc Schoenauer <>
Submitted on : Sunday, February 5, 2006 - 9:08:30 AM
Last modification on : Thursday, September 24, 2020 - 4:00:22 PM
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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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