Prediction uncertainty and optimal experimental design for learning dynamical systems (vol 26, 063110, 2016)

被引：0
|
作者：
Letham, Benjamin [1 ,6 ]
Letham, Portia A. [2 ]
Rudin, Cynthia [3 ,4 ]
Browne, Edward P. [5 ]
机构：
[1] MIT, Ctr Operat Res, Cambridge, MA 02139 USA
[2] Arizona State Univ, Dept Chem Engn, Tempe, AZ 85281 USA
[3] Duke Univ, Dept Comp Sci, Durham, NC 27708 USA
[4] Duke Univ, Dept Elect & Comp Engn, Durham, NC 27708 USA
[5] MIT, Koch Inst Integrat Canc Res, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[6] Facebook, Menlo Pk, CA 94025 USA
来源：
CHAOS | 2017年 / 27卷 / 06期
关键词：
D O I：
10.1063/1.4986799
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
引用
收藏
页数：1
相关论文
共 50 条
  • [1] Prediction uncertainty and optimal experimental design for learning dynamical systems
    Letham, Benjamin
    Letham, Portia A.
    Rudin, Cynthia
    Browne, Edward P.
    CHAOS, 2016, 26 (06)
  • [2] Dynamical attribution of oceanic prediction uncertainty in the North Atlantic: application to the design of optimal monitoring systems
    Sevellec, Florian
    Dijkstra, Henk A.
    Drijfhout, Sybren S.
    Germe, Agathe
    CLIMATE DYNAMICS, 2018, 51 (04) : 1517 - 1535
  • [3] Dynamical attribution of oceanic prediction uncertainty in the North Atlantic: application to the design of optimal monitoring systems
    Florian Sévellec
    Henk A. Dijkstra
    Sybren S. Drijfhout
    Agathe Germe
    Climate Dynamics, 2018, 51 : 1517 - 1535
  • [4] Conservativeness and Stability Properties in the Optimal Design of Dynamical Systems Under Uncertainty
    Wang, Siyun
    Baldea, Michael
    2014 AMERICAN CONTROL CONFERENCE (ACC), 2014, : 3524 - 3529
  • [5] Adaptive A-Optimal Experimental Design for Linear Dynamical Systems
    Fohring, J.
    Haber, E.
    SIAM-ASA JOURNAL ON UNCERTAINTY QUANTIFICATION, 2016, 4 (01): : 1138 - 1159
  • [6] Fuzzy set theory for optimal design in controlling underactuated dynamical systems with uncertainty
    Qin, Wu
    Liu, Feifei
    Ge, Pingzheng
    Yin, Hui
    JOURNAL OF VIBRATION AND CONTROL, 2022, 28 (5-6) : 493 - 506
  • [7] Decentralized optimal control of dynamical systems under uncertainty
    Gabasov, R.
    Dmitruk, N. M.
    Kirillova, F. M.
    COMPUTATIONAL MATHEMATICS AND MATHEMATICAL PHYSICS, 2011, 51 (07) : 1128 - 1145
  • [8] Decentralized optimal control of dynamical systems under uncertainty
    R. Gabasov
    N. M. Dmitruk
    F. M. Kirillova
    Computational Mathematics and Mathematical Physics, 2011, 51 : 1128 - 1145
  • [9] Optimal online control of dynamical systems under uncertainty
    Gabasov, Rafail
    Kirillova, Faina M.
    Dmitruk, Natalia M.
    ASSESSMENT AND FUTURE DIRECTIONS OF NONLINEAR MODEL PREDICTIVE CONTROL, 2007, 358 : 327 - +
  • [10] OPTIMAL STOPPING UNDER MODEL UNCERTAINTY: RANDOMIZED STOPPING TIMES APPROACH (vol 26, pg 1260, 2016)
    Belomestny, Denis
    Kraetschmer, Volker
    ANNALS OF APPLIED PROBABILITY, 2017, 27 (02): : 1289 - 1293
12345