Controlling conservation laws II: Compressible Navier-Stokes equations

被引:9
作者
Li, Wuchen [1 ]
Liu, Siting [2 ]
Osher, Stanley [2 ]
机构
[1] Univ South Carolina, Dept Math, Columbia, SC 29208 USA
[2] Univ Calif Los Angeles, Dept Math, Los Angeles, CA USA
关键词
Navier-Stokes equations; Entropy-entropy flux-metric; Fisher information; Optimal control; Primal-dual algorithm; Lax-Friedrichs scheme; TRANSPORT; SYSTEMS;
D O I
10.1016/j.jcp.2022.111264
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We propose, study, and compute solutions to a class of optimal control problems for hyperbolic systems of conservation laws and their viscous regularization [17]. We take barotropic compressible Navier-Stokes equations (BNS) as a canonical example. We first apply the entropy-entropy flux-metric condition for BNS. We select an entropy function and rewrite BNS to a summation of flux and metric gradient of entropy. We then develop a metric variational problem for BNS, whose critical points form a primal-dual BNS system. We design a finite difference scheme for the variational system. The numerical approximations of conservation laws are implicit in time. We solve the variational problem with an algorithm inspired by the primal-dual hybrid gradient method. This includes a new method for solving implicit time approximations for conservation laws, which seems to be unconditionally stable. Several numerical examples are presented to demonstrate the effectiveness of the proposed algorithm. (C) 2022 Elsevier Inc. All rights reserved.
引用
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页数:21
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共 24 条
  • [1] Ambrosio L, 2008, LECT MATH, P1
  • [2] [Anonymous], 1971, Contributions to Nonlinear Analysis
  • [3] The mean field Schrodinger problem: ergodic behavior, entropy estimates and functional inequalities
    Backhoff, Julio
    Conforti, Giovani
    Gentil, Ivan
    Leonard, Christian
    [J]. PROBABILITY THEORY AND RELATED FIELDS, 2020, 178 (1-2) : 475 - 530
  • [4] Benamou JD, 2000, NUMER MATH, V84, P375, DOI 10.1007/s002119900117
  • [5] Cardaliaguet P., 2015, The master equation and the convergence problem in mean field games
  • [6] Nonlinear mobility continuity equations and generalized displacement convexity
    Carrillo, J. A.
    Lisini, S.
    Savare, G.
    Slepcev, D.
    [J]. JOURNAL OF FUNCTIONAL ANALYSIS, 2010, 258 (04) : 1273 - 1309
  • [7] A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging
    Chambolle, Antonin
    Pock, Thomas
    [J]. JOURNAL OF MATHEMATICAL IMAGING AND VISION, 2011, 40 (01) : 120 - 145
  • [8] On the Relation Between Optimal Transport and Schrodinger Bridges: A Stochastic Control Viewpoint
    Chen, Yongxin
    Georgiou, Tryphon T.
    Pavon, Michele
    [J]. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2016, 169 (02) : 671 - 691
  • [9] PRIMAL-DUAL EXTRAGRADIENT METHODS FOR NONLINEAR NONSMOOTH PDE-CONSTRAINED OPTIMIZATION
    Clason, Christian
    Valkonen, Tuomo
    [J]. SIAM JOURNAL ON OPTIMIZATION, 2017, 27 (03) : 1314 - 1339
  • [10] A survey of the compressible Navier-Stokes equations
    Desjardins, B
    Lin, CK
    [J]. TAIWANESE JOURNAL OF MATHEMATICS, 1999, 3 (02): : 123 - 137