Vanishing viscosity for linear-quadratic mean-field control problems

被引:1
|
作者
Ciampa, Gennaro [1 ]
Rossi, Francesco [2 ]
机构
[1] BCAM Basque Ctr Appl Math, Mazarredo 14, Bilbao 48009, Basque Country, Spain
[2] Univ Padua, Dipartimento Matemat Tullio Levi Civita, Via Trieste 63, I-35131 Padua, Italy
关键词
D O I
10.1109/CDC45484.2021.9683532
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider a mean-field control problem with linear dynamics and quadratic control. We prove the existence of an optimal control by applying the vanishing viscosity method: we add a (regularizing) heat diffusion with a small viscosity coefficient and let such coefficient go to zero. The main result is that, in this case, the limit optimal control is exactly the optimal control of the original problem.
引用
下载
收藏
页码:185 / 190
页数:6
相关论文
共 50 条
  • [31] A mean-field stochastic linear-quadratic optimal control problem with jumps under partial information
    Yang, Yiyun
    Tang, Maoning
    Meng, Qingxin
    ESAIM - Control, Optimisation and Calculus of Variations, 2022, 28
  • [32] Global Convergence of Policy Gradient for Linear-Quadratic Mean-Field Control/Game in Continuous Time
    Wang, Weichen
    Han, Jiequn
    Yang, Zhuoran
    Wang, Zhaoran
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139, 2021, 139 : 7780 - 7791
  • [33] A LINEAR-QUADRATIC OPTIMAL CONTROL PROBLEM FOR MEAN-FIELD STOCHASTIC DIFFERENTIAL EQUATIONS IN INFINITE HORIZON
    Huang, Jianhui
    Li, Xun
    Yong, Jiongmin
    MATHEMATICAL CONTROL AND RELATED FIELDS, 2015, 5 (01) : 97 - 139
  • [34] Linear-Quadratic Mean Field Games
    Bensoussan, A.
    Sung, K. C. J.
    Yam, S. C. P.
    Yung, S. P.
    JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2016, 169 (02) : 496 - 529
  • [35] Linear-Quadratic Mean Field Games
    A. Bensoussan
    K. C. J. Sung
    S. C. P. Yam
    S. P. Yung
    Journal of Optimization Theory and Applications, 2016, 169 : 496 - 529
  • [36] Linear-quadratic mean field control: The invariant subspace method
    Chen, Xiang
    Huang, Minyi
    AUTOMATICA, 2019, 107 : 582 - 586
  • [37] ϵ-Nash mean-field games for stochastic linear-quadratic systems with delay and applications
    Ma, Heping
    Shi, Yu
    Li, Ruijing
    Wang, Weifeng
    PROBABILITY UNCERTAINTY AND QUANTITATIVE RISK, 2024, 9 (03): : 389 - 404
  • [38] LINEAR-QUADRATIC N-PERSON AND MEAN-FIELD GAMES WITH ERGODIC COST
    Bardi, Martino
    Priuli, Fabio S.
    SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2014, 52 (05) : 3022 - 3052
  • [39] Linear-Quadratic Pareto Cooperative Game for Mean-Field Backward Stochastic System
    Wang, Yu
    JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2024, 37 (03) : 947 - 964
  • [40] ε-Nash mean-field games for linear-quadratic systems with random jumps and applications
    Xu, Ruimin
    Shi, Jingtao
    INTERNATIONAL JOURNAL OF CONTROL, 2021, 94 (05) : 1415 - 1425