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On novel developments of controlled evolution of level sets in the field of inverse shape problems
Author(s) -
Ramananjaona C.,
Lambert M.,
Lesselier D.,
Zolésio J.P.
Publication year - 2002
Publication title -
radio science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.371
H-Index - 84
eISSN - 1944-799X
pISSN - 0048-6604
DOI - 10.1029/2001rs002567
Subject(s) - mathematics , inverse problem , regularization (linguistics) , convergence (economics) , algorithm , computer science , set (abstract data type) , field (mathematics) , minification , mathematical optimization , mathematical analysis , artificial intelligence , pure mathematics , economics , programming language , economic growth
Novel developments of the so‐called controlled evolution of level sets [ Ramananjaona et al. , 2001b], which is devoted to shape identification of homogeneous scattering obstacles buried in a known space from time‐harmonic wave field data, are considered herein. The emphasis is twofold: regularization of the geometry of the sought shape—enforced via a speed of motion of the level set in (pseudo)time and space resulting from the minimization of a properly penalized objective functional; and improvement of the convergence of the scheme itself by a choice of a time step adapted to the evolution of the level set and to the sought decrease of the objective functional. Key elements of the theoretical analysis are given, and several numerical examples illustrate pros and cons.