We study a second-order variational problem on the group of diffeomorphisms of the interval [0, 1] endowed with a right-invariant Sobolev metric of order 2, which consists in the minimization of the acceleration. We compute the relaxation of the problem which involves the so-called Fisher–Rao functional, a convex functional on the space of measures. This relaxation enables the derivation of several optimality conditions and, in particular, a sufficient condition which guarantees that a given path of the initial problem is also a minimizer of the relaxed one. Based on these sufficient conditions, the main result is that, when the value of the (minimized) functional is small enough, the minimizers are classical, that is the defect measure vanishes.
Accepté le :
DOI : 10.1051/cocv/2018068
Mots-clés : Riemannian cubics, splines, right-invariant metric on group of diffeomorphisms, relaxation
@article{COCV_2019__25__A70_0, author = {Tahraoui, Rabah and Vialard, Fran\c{c}ois-Xavier}, title = {Minimizing acceleration on the group of diffeomorphisms and its relaxation}, journal = {ESAIM: Control, Optimisation and Calculus of Variations}, publisher = {EDP-Sciences}, volume = {25}, year = {2019}, doi = {10.1051/cocv/2018068}, mrnumber = {4036657}, zbl = {1439.49024}, language = {en}, url = {http://www.numdam.org/articles/10.1051/cocv/2018068/} }
TY - JOUR AU - Tahraoui, Rabah AU - Vialard, François-Xavier TI - Minimizing acceleration on the group of diffeomorphisms and its relaxation JO - ESAIM: Control, Optimisation and Calculus of Variations PY - 2019 VL - 25 PB - EDP-Sciences UR - http://www.numdam.org/articles/10.1051/cocv/2018068/ DO - 10.1051/cocv/2018068 LA - en ID - COCV_2019__25__A70_0 ER -
%0 Journal Article %A Tahraoui, Rabah %A Vialard, François-Xavier %T Minimizing acceleration on the group of diffeomorphisms and its relaxation %J ESAIM: Control, Optimisation and Calculus of Variations %D 2019 %V 25 %I EDP-Sciences %U http://www.numdam.org/articles/10.1051/cocv/2018068/ %R 10.1051/cocv/2018068 %G en %F COCV_2019__25__A70_0
Tahraoui, Rabah; Vialard, François-Xavier. Minimizing acceleration on the group of diffeomorphisms and its relaxation. ESAIM: Control, Optimisation and Calculus of Variations, Tome 25 (2019), article no. 70. doi : 10.1051/cocv/2018068. http://www.numdam.org/articles/10.1051/cocv/2018068/
[1] Sur la géométrie différentielle des groupes de Lie de dimension infinie et ses applications à l’hydrodynamique des fluides parfaits. Ann. Inst. Fourier (Grenoble) 16 (1966) 319–361. | DOI | Numdam | MR | Zbl
,[2] Geodesic and metric completeness in infinite dimensions. Hokkaido Math. J. 26 (1997) 1–61. | DOI | MR | Zbl
,[3] Un théorème de compacité. C. R. Math. 256 (1963) 5042–5044. | MR | Zbl
,[4] Local and global well-posedness of the fractional order EPDiff equation on ℝd. J. Differ. Equ. 258 (2015) 2010–2053. | DOI | MR | Zbl
, and ,[5] Reproducing Kernel Hilbert Spaces in Probability and Statistics. Kluwer Academic Publishers, Boston (2004). | DOI | MR | Zbl
and ,[6] Non-linear interpolation by splines, pseudosplines and elastica. General Motors Research Lab Report 468 (1965).
, and ,[7] Hypoelliptic Laplacian and Orbital Integrals, Vol. 177. Princeton University Press, NJ (2011). | MR | Zbl
,[8] Conjugate Duality in Convex Optimization. Springer-Verlag, Heidelberg (2010). | DOI | MR | Zbl
,[9] Gamma-Convergence for Beginners. Oxford Lecture Series in Mathematics and Its Applications. Oxford University Press, Oxford (2002). | MR | Zbl
,[10] The least action principle and the related concept of generalized flows for incompressible perfect fluids. J. Am. Math. Soc. 2 (1989) 225–255. | DOI | MR | Zbl
,[11] Interpolation with minimal-energy splines. Comput.-Aided Des. 26 (1994) 137–144. | DOI | Zbl
and ,[12] On completeness of groups of diffeomorphisms. J. Eur. Math. Soc. 19 (2017) 1507–1544. | DOI | MR | Zbl
and ,[13] Reduction for constrained variational problems and ∫(κ2∕2)ds. Am. J. Math. 108 (1986) 525–570. | DOI | MR | Zbl
and ,[14] Splines of class 𝒞k on non-euclidean spaces. IMA J. Math. Control Inform. 12 (1995) 399–410. | DOI | MR | Zbl
, and ,[15] Geometrically guided exemplar-based inpainting. SIAM J. Imaging Sci. 4 (2011) 1143–1179. | DOI | MR | Zbl
, , and ,[16] Euler’s elastica and curvature based inpaintings. SIAM J. Appl. Math. 63 (2001) 564–592. | MR | Zbl
, and ,[17] Geodesic flow on the diffeomorphism group of the circle. Comment. Math. Helv. 78 (2003) 787–804. | DOI | MR | Zbl
and ,[18] Geodesic flow on the diffeomorphism group of the circle. Comment. Math. Helv., 78 (2001) 787–804. | DOI | MR | Zbl
and ,[19] The dynamic interpolation problem: On Riemannian manifold, Lie groups and symmetric spaces. J. Dyn. Control Syst. 1 (1995) 177–202. | DOI | MR | Zbl
and[20] Groups of diffeomorphisms and the motion of an incompressible fluid. Ann. Math. 92 (1970) 102–163. | DOI | MR | Zbl
and ,[21] Convex Analysis and Variational Problems. Society for Industrial and Applied Mathematics, Philadelphia, PA, USA (1999). | DOI | MR | Zbl
and ,[22] Invariant higher-order variational problems. Commun. Math. Phys. 309 (2012) 413–458. | DOI | MR | Zbl
, , , and ,[23] Invariant higher-order variational problems II. J. Nonlinear Sci. 22 (2012) 553–597. | DOI | MR | Zbl
, , , and ,[24] An analytical theory for riemannian cubic polynomials. IMA J. Math. Control Inform. 19 (2002) 445–460. | DOI | MR | Zbl
and ,[25] Elasticae in a Riemannian submanifold. Osaka J. Math. 29 (1992) 539–543. | MR | Zbl
,[26] Fundamentals of differential geometry. Vol. 191 of Graduate Texts in Mathematics. Springer-Verlag, New York (1999). | MR | Zbl
,[27] The total squared curvature of closed curves. J. Differ. Geom. 20 (1984) 1–22. | DOI | MR | Zbl
and ,[28] Variational study of nonlinear spline curves. SIAM Rev. 15 (1973) 120–133. | DOI | MR | Zbl
and ,[29] Quelques Méthodes De Résolution Des Problèmes Aux Limites Non Linéaires. Dunod, Paris (1969). | MR | Zbl
,[30] Uniqueness of the Fisher-Rao metric on the space of smooth Densities. Preprint (2014). | arXiv | MR
, and ,[31] Sectional curvature in terms of the cometric, with applications to the riemannian manifolds of landmarks. SIAM J. Imaging Sci. 5 (2012) 394–433. | DOI | MR | Zbl
, and ,[32] A variational approach to spline functions theory. Gen. Math. 10 (2002) 21–51. | MR | Zbl
,[33] Fredholm properties of riemannian exponential maps on diffeomorphism groups. Invent. Math. 179 (2010) 191–227. | DOI | MR | Zbl
and ,[34] Elastica and computer vision, in Algebraic Geometry and Its Applications, edited by . Springer, New York (1994) 491–506. | DOI | MR | Zbl
,[35] Cubic splines on curved spaces. IMA J. Math. Control Inform. 6 (1989) 465–473. | DOI | MR | Zbl
, and ,[36] On Banach-Lie groups acting on finite dimensional manifolds. Tôhoku Math. J. 30 (1978) 223–250. | DOI | MR | Zbl
,[37] Existence Theory for Nonlinear Ordinary Differential Equations. Springer, Netherlands (1997). | DOI | MR | Zbl
,[38] Integrals which are convex functionals. II. Pacific J. Math. 39 (1971) 439–469. | DOI | MR | Zbl
,[39] Variational Analysis, Vol. 317. Springer Science & Business Media, Berlin, Heidelberg (2009). | Zbl
and ,[40] A gradient-descent method for curve fitting on riemannian manifolds. Found. Comput. Math. 12 (2012) 49–73. | DOI | MR | Zbl
, , and ,[41] Compact sets in Lp([0, 1], b). Ann. Mat. Pura Appl. CXLVI (1987) 65–96. | Zbl
,[42] Splines for diffeomorphisms. Med. Image Anal. 25 (2015) 56–71. | DOI
, and ,[43] Shortest paths with higher-order regularization. IEEE Trans. Pattern Anal. Mach. Intell. 37 (2015) 2588–2600. | DOI
, and ,[44] Shape splines and stochastic shape evolutions: a second order point of view. Quart. Appl. Math. 70 (2012) 219–251. | DOI | MR | Zbl
and ,[45] Shapes and Diffeomorphisms. Springer, Berlin, Heidelberg (2010). | DOI | MR | Zbl
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