2006/02/07 by Marc Schoenauer, Schoenauer, Marc, Michèle Sébag +2
Computer Science · Engineering · Mathematics · #Analysis of PDEs (math.AP) #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #FOS: Mathematics #Metaheuristic Optimization Algorithms Research #Metallurgy and Material Forming #cs.AI #math.AP
paper · pdf · doi:10.48550/arxiv.cs/0602021
arxiv created 2006/02/07 · openalex publication_date 2006/02/07 · arxiv updated 2016/08/16 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28
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.