Abstract
Since its introduction over 50 years ago, the concept of Mosco convergence has permeated through diverse areas of mathematics and applied sciences. These include applied analysis, the theory of partial differential equations, numerical analysis, and infinite dimensional constrained optimization, among others. In this paper we explore some of the consequences of Mosco convergence on applied problems that involve moving sets, with some historical accounts, and modern trends and features. In particular, we focus on connections with density of convex intersections, finite element approximations, quasi-variational inequalities, and impulse problems.
References
- A. Alphonse, M. Hintermüller, C. N. Rautenberg: Recent trends and views on elliptic quasi-variational inequalities, in: Topics in Applied Analysis and Optimisation, M. Hintermüller, J. Rodrigues (eds.), CIM Series in Mathematical Sciences, Springer, Cham (2019) 1–31.https://doi.org/10.1007/978-3-030-33116-0_1Google Scholar
- A. Alphonse, M. Hintermüller, C. N. Rautenberg: Stability of the solution set of quasi-variational inequalities and optimal control, SIAM J. Control Optimization 58/6 (2020) 3508-–3532.https://doi.org/10.1137/19M1250327Google Scholar
- H. Antil, C. N. Rautenberg: Fractional elliptic quasi-variational inequalities: theory and numerics, Interfaces Free Boundaries, Math. Analysis, Comp. Appl. 20/1 (2018) 1–24.https://doi.org/10.4171/ifb/395Google Scholar
- H. Antil, C. N. Rautenberg, A. Schikorra: On a fractional version of a Murat compactness result and applications, SIAM J. Math. Analysis 53 (2021).https://doi.org/10.1137/20M1379873Google Scholar
- A. Arapostathis, V. S. Borkar, M. K. Ghosh: Ergodic Control of Diffusion Processes, Cambridge University Press, Cambridge (2012).https://doi.org/10.1017/CBO9781139003605Google Scholar
- H. Attouch: Viscosity solutions of minimization problems, SIAM J. Optimization 6/3 (1996) 769–806.https://doi.org/10.1137/S1052623493259616Google Scholar
- H. Attouch, R. Cominetti: A dynamical approach to convex minimization coupling approximation with the steepest descent method, J. Diff. Equations 128/2 (1996) 519–540.https://doi.org/10.1006/jdeq.1996.0104Google Scholar
- H. Attouch, C. Picard: Inéquations variationnelles avec obstacles et espaces fonctionnels en théorie du potentiel, Applicable Analysis 12/4 (1981) 287–306.https://doi.org/10.1080/00036818108839369Google Scholar
- H. Attouch, C. Picard: Asymptotic analysis of variational problems with constraints of obstacle type, Publications Mathématiques d’Orsay no. 82-07, Université de Paris-Sud, Département de Mathématique, Paris (1982).Google Scholar
- H. Attouch, C. Picard: Variational inequalities with varying obstacles: the general form of the limit problem, J. Functional Analysis 50/3 (1983) 329–386.https://doi.org/10.1016/0022-1236(83)90009-5Google Scholar
- J.-P. Aubin: Mathematical Methods of Game Theory and Economics, North-Holland, Amsterdam (1982).Google Scholar
- J.-P. Aubin, H. Frankowska: Set-Valued Analysis, Birkhäuser, Basel (2009).https://doi.org/10.1007/978-0-8176-4848-0Google Scholar
- A. Azevedo, L. Santos: Convergence of convex sets with gradient constraint, J. Convex Analysis 11/2 (2004) 285–301.https://doi.org/10.68381/jca11019Google Scholar
- C. Bahriawati, C. Carstensen: Three MATLAB implementations of the lowest-order Raviart-Thomas MFEM with a posteriori error control, Comp. Methods Appl. Math. 5/4 (2005) 333–361.https://doi.org/10.2478/cmam-2005-0016Google Scholar
- C. Baiocchi, A. Capelo: Variational and Quasivariational Inequalities, Wiley, New York (1984).Google Scholar
- J. W. Barret, L. Prigozhin: A quasi-variational inequality problem in superconductivity, Math. Models Methods Appl. Sciences 20/5 (2010) 679–706.https://doi.org/10.1142/S0218202510004404Google Scholar
- J. W. Barrett, L. Prigozhin: A quasi-variational inequality problem arising in the modeling of growing sandpiles, ESAIM Math. Model. Numer. Analysis 47/4 (2013) 1133–1165.https://doi.org/10.1051/m2an/2012062Google Scholar
- J. W. Barrett, L. Prigozhin: Lakes and rivers in the landscape: a quasi-variational inequality approach, Interfaces Free Boundaries, Math. Analysis, Comp. Appl. 16/2 (2014) 269–296.https://doi.org/10.4171/ifb/320Google Scholar
- J. W. Barrett, L. Prigozhin: Sandpiles and superconductors: nonconforming linear finite element approximations for mixed formulations of quasi-variational inequalities, IMA J. Numer. Analysis 35/1 (2015) 1–38.https://doi.org/10.1093/imanum/drt062Google Scholar
- A. Bensoussan: Stochastic Control by Functional Analysis Methods, North-Holland, Amsterdam (1982).Google Scholar
- A. Bensoussan, J.-L. Lions: Contrôle Impulsionnel et Inéquations Quasi Variationnelles, Gaunthier-Villars, Paris (1984).Google Scholar
- A. Bensoussan and J.-L. Lions: Impulse Control and Quasi-Variational Inequalities, Gauthier-Villars, Paris (1984).Google Scholar
- A. Bensoussan, J. L. Menaldi: Hybrid control and dynamic programming, Dyn. Cont. Discrete Impulsive Systems, Ser. B: Appl. Algorithms 3/4 (1997) 395–442.Google Scholar
- A. Bensoussan, J. L. Menaldi: Stochastic hybrid control, J. Math. Analysis Appl. 249/1 (2000) 261–288.https://doi.org/10.1006/jmaa.2000.7102Google Scholar
- L. Boccardo, F. Murat: Nouveaux résultats de convergence dans des problèmes unilatéraux, in: Nonlinear Partial Differential Equations and Their Applications, Collège de France Seminar, Vol. II (Paris, 1979/1980), Research Notes in Mathematics 60, Pitman, Boston (1982) 64–85, 387–388.Google Scholar
- L. Boccardo, F. Murat: Homogenization of nonlinear unilateral problems, in: Composite Media and Homogenization Theory, Trieste 1990, Progress in Nonlinear Differential Equations and its Applications 5, Birkhäuser, Boston (1991) 81–105.https://doi.org/10.1007/978-1-4684-6787-1_6Google Scholar
- M. Bocea, M. Mihăilescu, M. Pérez-Llanos, J. D. Rossi: Models for growth of heterogeneous sandpiles via Mosco convergence, Asymptotic Analysis 78/1-2 (2012) 11–36.https://doi.org/10.3233/ASY-2011-1083Google Scholar
- H. Brézis: Remarque sur l’article précédent de F. Murat, J. Math. Pures Appl. 60 (1981) 321–322.Google Scholar
- G. Dal Maso: Some necessary and sufficient conditions for the convergence of sequences of unilateral convex sets, J. Functional Analysis 62/2 (1985) 119–159.https://doi.org/10.1016/0022-1236(85)90001-1Google Scholar
- G. Dal Maso: An Introduction to Γ-Convergence, Birkhäuser, Boston (1993).https://doi.org/10.1007/978-1-4612-0327-8Google Scholar
- E. De Giorgi, T. Franzoni: Su un tipo di convergenza variazionale, Atti Accad. Naz. Lincei, Cl. Sci. Fis. Mat. Nat., Rendiconti 58/6 (1975) 842–850.Google Scholar
- G. Duvaut, J.-L. Lions: Les Inéquations en Mécanique et en Physique, Dunod, Paris (1972.Google Scholar
- A. Ern, J.-L. Guermond: Theory and Practice of Finite Elements, Springer, Berlin (2004).https://doi.org/10.1007/978-1-4757-4355-5Google Scholar
- R. S. Falk: Error estimates for the approximation of a class of variational inequalities, Math. Computation 28/128 (1974) 963–971.https://doi.org/10.1090/S0025-5718-1974-0391502-8Google Scholar
- M. Feischl, M. Page, D. Praetorius: Convergence and quasi-optimality of adaptive FEM with inhomogeneous Dirichlet data, J. Comp. Appl. Math: 255 (2014) 481–501.https://doi.org/10.1016/j.cam.2013.06.009Google Scholar
- A. Friedman: Variational Principles and Free-Boundary Problems, Wiley Interscience, New York (1982).Google Scholar
- T. Fukao, N. Kenmochi: A thermohydraulics model with temperature dependent constraint on velocity fields, Discrete Contin. Dyn. Syst., Ser. S 7/1 (2014) 17–34.https://doi.org/10.3934/dcdss.2014.7.17Google Scholar
- R. Glowinski: Numerical Methods for Nonlinear Variational Problems, Springer, Berlin (1984).https://doi.org/10.1007/978-3-662-12613-4Google Scholar
- W. Han, B. D. Reddy: Plasticity: Mathematical Theory and Numerical Analysis, 2nd ed., Springer, New York (2013).https://doi.org/10.1007/978-1-4614-5940-8Google Scholar
- P. T. Harker: Generalized Nash games and quasi-variational inequalities, Eur. J. Oper. Res. 54 (1991) 81–94.https://doi.org/10.1016/0377-2217(91)90325-PGoogle Scholar
- M. Hintermüller, C. N. Rautenberg: A sequential minimization technique for elliptic quasi-variational inequalities with gradient constraints, SIAM J. Optimization 22(4) (2012) 1224–1257.https://doi.org/10.1137/110837048Google Scholar
- M. Hintermüller, C. N. Rautenberg: Parabolic quasi-variational inequalities with gradient-type constraints, SIAM J. Optimization 23/4 (2013) 2090–2123.https://doi.org/10.1137/120874308Google Scholar
- M. Hintermüller, C. N. Rautenberg: On the density of classes of closed convex sets with pointwise constraints in Sobolev spaces, J. Math. Analysis Appl. 426/1 (2015) 585–593.https://doi.org/10.1016/j.jmaa.2015.01.060Google Scholar
- M. Hintermüller, C. N. Rautenberg: On the uniqueness and numerical approximation of solutions to certain parabolic quasi-variational inequalities, Portugaliae Mathematica 74/1 (2017) 1–35.https://doi.org/10.4171/pm/1991Google Scholar
- M. Hintermüller, C. N. Rautenberg, S. Rösel: Density of convex intersections and applications, Proc. Royal Soc. A (2017), doi.org/10.1098/rspa.2016.0919.https://doi.org/10.1098/rspa.2016.0919Google Scholar
- M. Hintermüller, C. N. Rautenberg, N. Strogies: Dissipative and non-dissipative evolutionary quasi-variational inequalities with gradient constraints, Set-Valued Var. Analysis 27/2 (2019) 433–468.https://doi.org/10.1007/s11228-018-0489-0Google Scholar
- N. Igbida, J. M. Mazón, J. D. Rossi, J. Toledo: A Monge-Kantorovich mass transport problem for a discrete distance, J. Functional Analysis 260/12 (2011) 3494–3534.https://doi.org/10.1016/j.jfa.2011.02.023Google Scholar
- N. Kenmochi, U. Stefanelli: Existence for a class of nonlocal quasivariational evolution problems, in: Nonlinear Phenomena with Energy Dissipation, GAKUTO International Series in Mathematical Sciences and Applications 29, Gakko Tosho, Tokyo (2008) 253–264.Google Scholar
- D. Kinderlehrer, G. Stampacchia: An Introduction to Variational Inequalities and Their Applications, reprint of the 1980 original, Classics in Applied Mathematics 31, SIAM, Philadelphia (2000).https://doi.org/10.1137/1.9780898719451Google Scholar
- A. S. Kravchuk, P. J. Neittaanmäki: Variational and Quasi-Variational Inequalities in Mechanics, Solid Mechanics and Its Applications 147, Springer, Cham (2007).https://doi.org/10.1007/978-1-4020-6377-0Google Scholar
- M. Kunze, J. F. Rodrigues: An elliptic quasi-variational inequality with gradient constraints and some of its applications, Math. Methods Appl. Sciences 23 (2000) 897–908.https://doi.org/10.1002/1099-1476(20000710)23:10<897::AID-MMA141>3.0.CO;2-HGoogle Scholar
- C. Kuratowski: Topologie I: Espaces Métrisables, Espaces Complets, Polskie Towarzystwo Matematyczne, Warszawa (1948).Google Scholar
- J.-L. Lions: Sur le côntrole optimal des systemes distribuées, Enseigne 19 (1973) 125–166.Google Scholar
- J.-L. Lions: Asymptotic behaviour of solutions of variational inequalitites with highly oscillating coefficients, in: Applications of Methods of Functional Analysis to Problems in Mechanics, Proc. Joint Symp. IUTAM/IMU, Lecture Notes in Mathematics 503, Springer, Berlin (1975), 30–55.https://doi.org/10.1007/BFb0088745Google Scholar
- J.-P. Lions, G. Stampacchia: Variational inequalities, Commun. Pure Appl. Math. 20 (1967) 493–519.https://doi.org/10.1002/cpa.3160200302Google Scholar
- M. Marcus, V. J. Mizel: Every superposition operator mapping one Sobolev space into another is continuous, J. Functional Analysis 33/2 (1979) 217–229.https://doi.org/10.1016/0022-1236(79)90113-7Google Scholar
- J. L. Menaldi: Optimal impulse control problems for degenerate diffusions with jumps, Acta Appl. Math. 8/2 (1987) 165–198.https://doi.org/10.1007/BF00046712Google Scholar
- J. L. Menaldi, M. Robin: On some impulse control problems with constraint, SIAM J. Control Optimization 55/5 (2017) 3204–3225.https://doi.org/10.1137/16M1090302Google Scholar
- J. L. Menaldi, M. Robin: On some ergodic impulse control problems with constraint, SIAM J. Control Optimization 56/4 (2018) 2690–2711.https://doi.org/10.1137/17M1147573Google Scholar
- J. L. Menaldi, M. Robin: Hybrid models and switching control with constraints, Comm. Stochastic Analysis 13/3 (2019), art. no. 3.https://doi.org/10.31390/cosa.13.3.03Google Scholar
- J. L. Menaldi, S. S. Sritharan: Impulse control of stochastic Navier-Stokes equations, Nonlinear Analysis 52/2 (2003) 357–381.https://doi.org/10.1016/S0362-546X(01)00722-2Google Scholar
- A. Mielke, T. Roubíček: Rate-Independent Systems, Springer, Berlin (2015).https://doi.org/10.1007/978-1-4939-2706-7Google Scholar
- U. Mosco: Approximation of the solutions of some variational inequalities, Ann. Sc. Norm. Sup. Pisa, Cl. Sc. 21/3 (1967) 373–394.Google Scholar
- U. Mosco: Convergence of convex sets and of solutions of variational inequalities, Advances in Mathematics 3/4 (1969) 510–585.https://doi.org/10.1016/0001-8708(69)90009-7Google Scholar
- F. Murat: L’injection du cône positif de H −1 dans W −1, q est compacte pour tout q < 2, J. Math. Pures Appl. (9) 60/3 (1981) 309–322.Google Scholar
- A. Neubauer: Tikhonov-regularization of ill-posed linear operator equations on closed convex sets, J. Approximation Theory 53/3 (1988) 304–320.https://doi.org/10.1016/0021-9045(88)90025-1Google Scholar
- A. Neubauer, O. Scherzer: Finite-dimensional approximation of Tikhonov regularized solutions of non-linear ill-posed problems, Num. Functional Analysis Optimization 11/1-2 (1990) 85–99.https://doi.org/10.1080/01630569008816362Google Scholar
- J.-S. Pang, M. Fukushima: Quasi-variational inequalities, generalized Nash equilibria, and multi-leader-follower games, Comp. Management Science 3 (2009) 373–375.https://doi.org/10.1007/s10287-009-0093-8Google Scholar
- L. Prigozhin: Quasivariational inequality describing the shape of a poured pile, Zh. Vichisl. Mat. Mat. Fiz. 7 (1986) 1072–1080.Google Scholar
- L. Prigozhin: Sandpiles and river networks: extended systems with non-local interactions, Physical Review E 49 (1994) 1161–1167.https://doi.org/10.1103/PhysRevE.49.1161Google Scholar
- L. Prigozhin: On the Bean critical-state model in superconductivity, Eur. J. Appl. Math. 7 (1996) 237–247.https://doi.org/10.1017/S0956792500002333Google Scholar
- L. Prigozhin: Sandpiles, river networks, and type-II superconductors, Free Boundary Problems News 10 (1996) 2–4.Google Scholar
- J. F. Rodrigues: Obstacle Problems in Mathematical Physics, North-Holland, Amsterdam (1987).Google Scholar
- J. F. Rodrigues, L. Santos: A parabolic quasi-variational inequality arising in a superconductivity model, Ann. Sc. Norm. Sup. Pisa, Cl. Sci. (4) 29/1 (2000) 153–169.Google Scholar
- J. F. Rodrigues, L. Santos: Quasivariational solutions for first order quasilinear equations with gradient constraint, Arch. Ration. Mech. Analysis 205/2 (2012) 493–514.https://doi.org/10.1007/s00205-012-0511-xGoogle Scholar
- S. Rösel: Approximation of Nonsmooth Optimization Problems and Elliptic Variational Inequalities with Applications to Elasto-Plasticity, Dissertation, Mathematisch-Naturwissenschaftliche Fakultät, Humboldt-Universität, Berlin (2017).Google Scholar
- K. G. Siebert: A convergence proof for adaptive finite elements without lower bound, IMA J. Numer. Analysis 31/3 (2011) 947–970.https://doi.org/10.1093/imanum/drq001Google Scholar
- K. G. Siebert, A. Veeser: A unilaterally constrained quadratic minimization with adaptive finite elements, SIAM J. Optimization 18/1 (2007) 260–289.https://doi.org/10.1137/05064597XGoogle Scholar
- L. Tartar: Inéquations quasi variationnelles abstraites, Cont. Rend. Acad. Sci. Paris, Sér. A 278 (1974) 1193–1196.Google Scholar
- G. G. Yin, C. Zhu: Hybrid Switching Diffusions. Properties and Applications, Springer, New York (2010).https://doi.org/10.1007/978-1-4419-1105-6Google Scholar
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