inria-00001094, version 1
Using Domain Knowledge in Evolutionary System Identification
Marc Schoenauer
1Michèle Sebag 2
Evolutionary Algorithms in Engineering and Computer Science John Wiley (Ed.) (2002)
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.
- 1: FRACTALES (INRIA Rocquencourt)
- INRIA
- 2: Laboratoire de mécanique des solides (LMS)
- CNRS : UMR7649 – Polytechnique - X – Mines ParisTech
- Domain : Computer Science/Artificial Intelligence
Mathematics/Analysis of PDEs
- inria-00001094, version 1
- http://hal.inria.fr/inria-00001094
- oai:hal.inria.fr:inria-00001094
- From: Marc Schoenauer
- Submitted on: Sunday, 5 February 2006 09:08:30
- Updated on: Tuesday, 7 February 2006 08:45:35
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