Using Domain Knowledge in Evolutionary System Identification

Details Using Domain Knowledge in Evolutionary System Identification Using Domain Knowledge in Evolutionary System Identification

2006-02-07

arxiv.org/abs/cs/0602021v1

Computer Science

Artificial Intelligence

Scientific paper

Two example of Evolutionary System Identification are presented to highlight the importance of incorporating 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 Seismic Prospection. Critical issues for sucessful ESI are discussed in the light of these results.

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