Abstract
In this paper we address the problem of stability of flows associated to a sequence of vector fields under minimal regularity requirements on the limit vector field, that is supposed to be a gradient. We apply this stability result to show the convergence of iterated compositions of optimal transport maps arising in the implicit time discretization (with respect to the Wasserstein distance) of nonlinear evolution equations of a diffusion type. Finally, we use these convergence results to study the gradient flow of a particular class of polyconvex functionals recently considered by Gangbo, Evans and Savin. We solve some open problems raised in their paper and obtain existence and uniqueness of solutions under weaker regularity requirements and with no upper bound on the jacobian determinant of the initial datum.
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Agueh M. (2005) Existence of solutions to degenerate parabolic equations via the Monge-Kantorovich theory. Adv Differential Equations 10, 309–360
Ambrosio, L. Lecture notes on transport equation and cauchy problem for bv vector fields and applications. To appear in the proceedings of the School on Geometric Measure Theory, Luminy, October 2003, available at http://cvgmt.sns.it/people/ambrosio/ (2004)
Ambrosio L. (2004) Transport equation and cauchy problem for bv vector fields. Inventiones Mathematicae 158, 227–260
Ambrosio L., Crippa G., Maniglia S. (2005) Traces and fine properties of a BD class of vector fields and applications. Ann Fac Sci Toulouse Math. 14(6): 527–561
Ambrosio L., Fusco N., Pallara D. (2000) Functions of bounded variation and free discontinuity problems, Oxford Mathematical Monographs. Clarendon Press, Oxford
Ambrosio L., Gigli N., Savaré G. (2005) Gradient flows – in metric spaces and in the space of probability measures. Birkhäuser, Basel
Aronson D.G., Bénilan P. (1979) Régularité des solutions de l’équation des milieux poreux dans R N. CR Acad Sci Paris Sér A-B 288, A103–A105
Bouchut F., James F. (1998) One-dimensional transport equations with discontinuous coefficients. Nonlinear Anal 32, 891–933
Bouchut F., James F., Mancini S. (2005) Uniqueness and weak stability for multi-dimensional transport equations with one-sided lipschitz coefficient. Annali SNS 4(5): 1–25
Brenier Y. (1991) Polar factorization and monotone rearrangement of vector-valued. Comm Pure Appl Math 44, 375–417
Brézis H., Crandall M.G. (1979) Uniqueness of solutions of the initial-value problem for \(u_{t}-\Delta \varphi (u)=0\). J Math Pures Appl 58(9): 153–163
Brézis H., Strauss W.A. (1973) Semi-linear second-order elliptic equations in L 1. J Math Soc Jpn, 25, 565–590
Caffarelli L.A. (1991) Some regularity properties of solutions of Monge Ampère equation. Comm Pure Appl Math 44, 965–969
Caffarelli L.A. (1992) Boundary regularity of maps with convex potentials. Comm Pure Appl Math 45, 1141–1151
Caffarelli L.A. (1992) The regularity of mappings with a convex potential. J Am Math Soc 5, 99–104
Caffarelli L.A. (1996) Boundary regularity of maps with convex potentials. II. Ann Math 144(2): 453–496
Caffarelli L.A., Friedman A. (1979) Continuity of the density of a gas flow in a porous medium. Trans Am Math Soc 252, 99–113
Crandall M.G., Liggett T.M. (1971) Generation of semi-groups of nonlinear transformations on general Banach spaces. Am J Math 93, 265–298
DiBenedetto E. (1983) Continuity of weak solutions to a general porous medium equation. Indiana Univ Math J 32, 83–118
DiBenedetto, E. Degenerate parabolic equations. Universitext, Springer Berlin Heidelberg, New York 1993
DiPerna R.J., Lions P.-L. (1989) Ordinary differential equations, transport theory and Sobolev spaces. Invent Math 98, 511–547
Evans, L.C. Partial differential equations and Monge-Kantorovich mass transfer. In: Cambridge MA (Ed.) Current developments in mathematics, 1997. Int Press Boston, 65–126 1999
Evans L.C., Savin O., Gangbo W. (2005) Diffeomorphisms and nonlinear heat flows. SIAM J Math Anal 37, 737–751 (electronic)
Friedman, A. Variational principles and free-boundary problems. Pure and Applied Mathematics. Wiley, New York. A Wiley-Interscience Publication 1982
Gangbo W., McCann R.J. (1996) The geometry of optimal transportation. Acta Math 177, 113–161
Giaquinta, M., Modica, G., Souček, J. Cartesian currents in the calculus of variations. I. vol. 38 of Ergebnisse der Mathematik und ihrer Grenzgebiete. 3. Folge. A series of modern surveys in mathematics [Results in mathematics and related areas. 3rd series. A series of modern surveys in mathematics], Springer, Berlin Heidelberg New York. Variational integrals 1998
Hauray M. (2003) On two-dimensional Hamiltonian transport equations with \(L^P_{\rm loc}\) coefficients. Ann Inst H Poincaré Anal Non Linéaire 20, 625–644
Hauray M. (2004) On Liouville transport equation with force field in BV loc. Comm Partial Differential Equations 29, 207–217
Jordan R., Kinderlehrer D., Otto F. (1998) The variational formulation of the Fokker-Planck equation. SIAM J Math Anal 29, 1–17 (electronic)
Ladyženskaja, O.A., Solonnikov, V.A., Ural’cevaceva, N.N. Linear and quasilinear equations of parabolic type. Translated from the Russian by S. Smith. Translations of Mathematical Monographs, vol. 23, American Mathematical Society, Providence, R.I. 1967.
Le Bris C., Lions P.-L. (2004) Renormalized solutions of some transport equations with partially W 1,1 velocities and applications. Ann Mat Pura Appl 183(4): 97–130
Lerner N. (2004) Transport equations with partially BV velocities. Ann Sci Norm Super Pisa Cl Sci 3(5): 681–703
Lieberman G.M. (1986) Intermediate Schauder theory for second order parabolic equations. I. Existence, uniqueness, and regularity. J Differential Equations 63, 32–57
McCann R.J. (1997) A convexity principle for interacting gases. Adv Math 128, 153–179
Otto, F. Doubly degenerate diffus ion equations as steepest descent. Manuscript (1996)
Otto F. (1999) Evolution of microstructure in unstable porous media flow: a relaxational approach. Comm Pure Appl Math 52, 873–915
Otto F. (2001) The geometry of dissipative evolution equations: the porous medium equation. Comm Partial Differential Equations 26, 101–174
Porzio M.M., Vespri V. (1993) Hölder estimates for local solutions of some doubly nonlinear degenerate parabolic equations. J Differential Equations 103, 146–178
Poupaud F., Rascle M. (1997) Measure solutions to the linear multi-dimensional transport equation with non-smooth coefficients. Comm Partial Differential Equations 22, 337–358
Urbas J.I.E. (1988) Global Hölder estimates for equations of Monge-Ampère type. Invent Math 91, 1–29
Urbas J.I.E. (1988) Regularity of generalized solutions of Monge-Ampère equations. Math Z 197, 365–393
Villani C. (2003) Topics in optimal transportation. vol. 58 of Graduate Studies in Mathematics, American Mathematical Society, Providence
Ziemer W.P. (1982) Interior and boundary continuity of weak solutions of degenerate parabolic equations. Trans Am Math Soc 271, 733–748
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This work was partially supported by grants of M.I.U.R. and of IMATI-CNR, Pavia, Italy.
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Ambrosio, L., Lisini, S. & Savaré, G. Stability of flows associated to gradient vector fields and convergence of iterated transport maps. manuscripta math. 121, 1–50 (2006). https://doi.org/10.1007/s00229-006-0003-0
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DOI: https://doi.org/10.1007/s00229-006-0003-0