Projector based integration of DAEs with the Taylor series method using automatic differentiation

被引:6
|
作者
Schwarz, Diana Estevez [1 ]
Lamour, Rene [2 ]
机构
[1] Beuth Hsch Tech Berlin, D-13353 Berlin, Germany
[2] Humboldt Univ, Inst Math, D-10099 Berlin, Germany
关键词
Differential-algebraic equations; Automatic differentiation; Taylor series method; Newton-Kantorowitsch method; EQUATIONS; INDEX; SYSTEMS;
D O I
10.1016/j.cam.2013.09.018
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Automatic (or Algorithmic) Differentiation (AD) opens new possibilities to analyze and solve DAEs by projector based methods. In this paper, we present a new approach to compute consistent initial values and integrate DAEs up to index two, considering the nonlinear DAE in each time-step as a nonlinear system of equations for Taylor expansions. These systems will be solved by the Newton-Kantorowitsch method, whereas the resulting linear systems are decoupled using the splitting techniques related to the tractability index concept. This approach provides a description of the inherent ODE that allows an application of the classical Taylor series method to the integration of initial value problems. Linear and nonlinear DAEs with index up to two are examined and solved numerically. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:62 / 72
页数:11
相关论文
共 50 条
  • [41] Application of PID Controller Based on BP Neural Network Using Automatic Differentiation Method
    Yang, Weiwei
    Zhao, Yong
    Yan, Li
    Chen, Xiaoqian
    ADVANCES IN NEURAL NETWORKS - ISNN 2008, PT 2, PROCEEDINGS, 2008, 5264 : 702 - 711
  • [42] An Automatic Differentiation Based Approach to the Level Set Method
    Toivanen, Jukka I.
    MATHEMATICAL MODELING AND OPTIMIZATION OF COMPLEX STRUCTURES, 2016, 40 : 43 - 57
  • [43] High-Speed Solution of Spacecraft Trajectory Problems Using Taylor Series Integration
    Scott, James R.
    Martini, Michael C.
    JOURNAL OF SPACECRAFT AND ROCKETS, 2010, 47 (01) : 199 - 202
  • [44] A new meshless method using Taylor series to solve elasticity problems
    Tampango, Yendoubouam
    Potier-Ferry, Michel
    Koutsawa, Yao
    Belouettar, Salim
    EUROPEAN JOURNAL OF COMPUTATIONAL MECHANICS, 2012, 21 (3-6): : 365 - 373
  • [45] Reduction to the pole at low latitudes by using the Taylor series iterative method
    Hao, Mengcheng
    Zhang, Fengxu
    Tai, Zhenhua
    Du, Wei
    Ren, Langning
    Li, Yinfei
    JOURNAL OF APPLIED GEOPHYSICS, 2018, 159 : 127 - 134
  • [46] Q estimation using multifrequency point average method based on the Taylor series expansion with a different order
    Zhang Jin
    Wang Yan-Guo
    Zhang Guo-Shu
    Lan Hui-Tian
    Zhang Hua
    Hao Ya-Ju
    Applied Geophysics, 2021, 18 : 557 - 568
  • [47] Q estimation using multifrequency point average method based on the Taylor series expansion with a different order
    Zhang Jin
    Wang Yan-Guo
    Zhang Guo-Shu
    Lan Hui-Tian
    Zhang Hua
    Hao Ya-Ju
    APPLIED GEOPHYSICS, 2021, 18 (04) : 557 - 568
  • [48] A Taylor series-based continuation method for solutions of dynamical systems
    Guillot, Louis
    Cochelin, Bruno
    Vergez, Christophe
    NONLINEAR DYNAMICS, 2019, 98 (04) : 2827 - 2845
  • [49] A Taylor series-based continuation method for solutions of dynamical systems
    Louis Guillot
    Bruno Cochelin
    Christophe Vergez
    Nonlinear Dynamics, 2019, 98 : 2827 - 2845
  • [50] A Time-Varying Control Method Based on Taylor Series Approximation
    Zhang, Shuang
    Shen, Zuojun
    2015 15TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2015, : 321 - 325