Abstract
The primary purpose of this note is to provide an instructional summary of the state of the art regarding cyclic monotonicity and related notions. We will also present how these notions are tied to optimality in the optimal transport (or Monge-Kantorovich) problem, even though cyclic monotonicity is simply a property of a set and can be studied on its own merit.
References
- T. Abdellaoui, H. Henich: Sur la distance de deux lois dans le cas vectoriel, C. R. Acad. Sci. Ser. 1, Math. 319/4 (1994) 397–400.Google Scholar
- L. Ambrosio, N. Gigli: A user’s guide to optimal transport, in: Modelling and Optimisation of Flows on Networks, B. Piccoli et al. (eds.), Cetraro 2009, Lecture Notes in Mathematics 2062, Springer, Berlin (2013) 1–155.https://doi.org/10.1007/978-3-642-32160-3_1Google Scholar
- L. Ambrosio, N. Gigli, G. Savaré: Gradient Flows: in Metric Spaces and in the Space of Probability Measures, Springer, Cham (2005).Google Scholar
- L. Ambrosio, A. Pratelli: Existence and stability results in the L1 theory of optimal transportation, in: Optimal Transportation and Applications, L. A. Caffarelli et al. (eds.), Martina Franca 2001, Lecture Notes in Mathematics 1813, Springer, Berlin (2003) 123–160.https://doi.org/10.1007/978-3-540-44857-0_5Google Scholar
- S. Artstein-Avidan, S. Sadovsky, K. Wyczesany: A Rockafellar-type theorem for nontraditional costs, Adv. Math. 395 (2022), art. no. 108157.https://doi.org/10.1016/j.aim.2021.108157Google Scholar
- S. Artstein-Avidan, S. Sadovsky, K. Wyczesany: Optimal measure transportation with respect to non-traditional costs, Calc. Var. Partial Diff. Equations 62/1 (2023), art. no. 35, 39 p.https://doi.org/10.1007/s00526-022-02362-wGoogle Scholar
- S. Bartz, H. Bauschke, H. Phan, X. Wang: Multi-marginal maximal monotonicity and convex analysis, Math. Programming 185/1 (2021) 385–408.https://doi.org/10.1007/s10107-019-01433-9Google Scholar
- S. Bartz, H. Bauschke, X. Wang: A class of multi-marginal c-cyclically monotone sets with explicit c-splitting potentials, J. Math. Analysis Appl. 461/1 (2018) 333–348.https://doi.org/10.1016/j.jmaa.2018.01.015Google Scholar
- M. Beiglböck, M. Goldstern, G. Maresch, W. Schachermayer: Optimal and better transport plans, J. Funct. Analysis 256/6 (2009) 1907–1927.https://doi.org/10.1016/j.jfa.2009.01.013Google Scholar
- J. Bertrand: Prescription of Gauss curvature using optimal mass transport, Geom. Dedicata 183(1) (2016) 81–99.https://doi.org/10.1007/s10711-016-0147-3Google Scholar
- J. Bertrand, A. Pratelli, M. Puel: Kantorovich potentials and continuity of total cost for relativistic cost functions, J. Math. Pures Appl. 110 (2018) 93–122.https://doi.org/10.1016/j.matpur.2017.09.005Google Scholar
- J. Bertrand, M. Puel: The optimal mass transport problem for relativistic costs, Calc. Var. Partial Diff. Equations 46/1-2 (2013) 353–374.https://doi.org/10.1007/s00526-011-0485-9Google Scholar
- S. Bianchini, L. Caravenna: On the extremality, uniqueness and optimality of transference plans, Bull. Inst. Math., Acad. Sin. (N.S.) 4/4 (2009) 353–454.Google Scholar
- S. Bianchini, L. Caravenna: On optimality of c-cyclically monotone transference plans, C. R. Math. Acad. Sci. Paris 348/11-12 (2010) 613–618.https://doi.org/10.1016/j.crma.2010.03.022Google Scholar
- Y. Brenier: Polar factorization and monotone rearrangement of vector-valued functions, Comm. Pure Appl. Math. 44/4 (1991) 375–417.https://doi.org/10.1002/cpa.3160440402Google Scholar
- Y. Brenier: Extended Monge-Kantorovich theory, in: Optimal Transportation and Applications, L. A. Caffarelli et al. (eds.), Martina Franca 2001, Lecture Notes in Mathematics 1813, Springer, Berlin (2003) 91–121.https://doi.org/10.1007/978-3-540-44857-0_4Google Scholar
- L. Caffarelli: The regularity of mappings with a convex potential, J. Amer. Math. Soc. 5/1 (1992) 99–104.https://doi.org/10.1090/S0894-0347-1992-1124980-8Google Scholar
- T. Champion, L. De Pascale, P. Juutinen: The ∞-Wasserstein distance: local solutions and existence of optimal transport maps, SIAM J. Math. Analysis 40/1 (2008) 1–20.https://doi.org/10.1137/07069938XGoogle Scholar
- M. Cuturi, G. Peyré: Computational optimal transport: With applications to data science, Found. Trends Mach. Learning 11/5-6 (2019) 355–607.https://doi.org/10.1561/2200000073Google Scholar
- L. De Pascale, A. Kausamo: Sufficiency of c-cyclical monotonicity in a class of multimarginal optimal transport problems, arXiv: 2212.08375 (2022).Google Scholar
- W. Gangbo, R. J. McCann: The geometry of optimal transportation, Acta Math. 177/2 (1996) 113–161.https://doi.org/10.1007/BF02392620Google Scholar
- W. Gangbo, V. Oliker: Existence of optimal maps in the reflector-type problems, ESAIM Control, Optim. Calc. Var. 13/1 (2007) 93–106.https://doi.org/10.1051/cocv:2006017Google Scholar
- C. Griessler: c-cyclical monotonicity as a sufficient criterion for optimality in the multimarginal Monge-Kantorovich problem, Proc. Amer. Math. Soc. 146/11 (2018) 4735–4740.https://doi.org/10.1090/proc/14129Google Scholar
- H. Jylhä: The l∞ -optimal transport: infinite cyclical monotonicity and the existence of optimal transport maps, Calc. Var. Partial Diff. Equations 52 (2015) 303–326.https://doi.org/10.1007/s00526-014-0713-1Google Scholar
- Y.-H. Kim, B. Pass: A general condition for Monge solutions in the multi-marginal optimal transport problem, SIAM J. Math. Analysis 46/2 (2014) 1538–1550.https://doi.org/10.1137/130930443Google Scholar
- M. Knott, C. Smith: On Hoeffding-Fréchet bounds and cyclic monotone relations, J. Multivar. Analysis 40/2 (1992) 328–334.https://doi.org/10.1016/0047-259X(92)90029-FGoogle Scholar
- R. J. McCann: Existence and uniqueness of monotone measure-preserving maps, Duke Math. J. 80 (1995) 309–323.https://doi.org/10.1215/S0012-7094-95-08013-2Google Scholar
- G. Minty: On the monotonicity of the gradient of a convex function, Pacific J. Math. 14/1 (1964) 243–247.https://doi.org/10.2140/pjm.1964.14.243Google Scholar
- J.-J. Moreau: Convex functionals, Seminaire Jean Leray 2 (1966) 1–108.Google Scholar
- M. Petrache: Cyclically monotone non-optimal n-marginal transport plans and Smirnov-type decompositions for n-flows, ESAIM Control Optim. Calc. Var. 26 (2020), art. no. 120, 11 p.https://doi.org/10.1051/cocv/2020050Google Scholar
- A. Pratelli: On the sufficiency of c-cyclical monotonicity for optimality of transport plans, Math. Zeitschrift 258/3 (2008) 677–690.https://doi.org/10.1007/s00209-007-0191-7Google Scholar
- Yu. V. Prokhorov: Convergence of random processes and limit theorems in probability theory, Theory Probab. Appl. 1/2 (1956) 157–214.https://doi.org/10.1137/1101016Google Scholar
- J.-C. Rochet: A necessary and sufficient condition for rationalizability in a quasilinear context, J. Math. Economics 16/2 (1987) 191–200.https://doi.org/10.1016/0304-4068(87)90007-3Google Scholar
- R. T. Rockafellar: Characterization of the subdifferentials of convex functions, Pacific J. Math. 17/3 (1966) 497–510.https://doi.org/10.2140/pjm.1966.17.497Google Scholar
- R. T. Rockafellar: Convex Analysis, Princeton Landmarks in Mathematics, Princeton University Press, Princeton (1997).Google Scholar
- R. T. Rockafellar: Convex Analysis, Princeton Landmarks in Mathematics, Princeton University Press, Princeton (2015).Google Scholar
- R. T. Rockafellar, R. J-B Wets: Variational Analysis, Grundlehren der mathematischen Wissenschaften 317, Springer, Berlin (2009).Google Scholar
- L. Rüschendorf: On c-optimal random variables, Statistics Probab. Letters 27/3 (1996) 267–270.https://doi.org/10.1016/0167-7152(95)00078-XGoogle Scholar
- F. Santambrogio: Optimal Transport for Applied Mathematicians, Calculus of Variations, PDEs and Modelling, Progress in Nonlinear Differential Equations and their Applications 87, Birkhäuser, Cham (2015).https://doi.org/10.1007/978-3-319-20828-2Google Scholar
- W. Schachermayer, J. Teichmann: Characterization of optimal transport plans for the Monge-Kantorovich problem, Proc. Amer. Math. Soc. 137/2 (2009) 519–529.https://doi.org/10.1090/S0002-9939-08-09419-7Google Scholar
- C. Villani: Optimal Transport: Old and New, Grundlehren der mathematischen Wissenschaften 338, Springer, Berlin (2008).https://doi.org/10.1007/978-3-540-71050-9Google Scholar
- C. Villani: Topics in Optimal Transportation, Graduate Studies in Mathematics 58, American Mathematical Society, Providence (2021).Google Scholar
- K. Wyczesany: Topics in High-Dimensional Geometry and Optimal Transport, PhD thesis, University of Cambridge, Cambridge (2021).Google Scholar
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Published by Heldermann Verlag, 2025. Rights now held by Banach Press.
