A parallelized version of the covering algorithm for solving parameter-dependent systems of nonlinear equations

被引:0
|
作者
Nataraj, Paluri S.V. [1 ]
Prakash, Airani Kalathil [1 ]
机构
[1] Systems and Contr. Engineering Group, Department of Electrical Engineering, IIT, Bombay 400 076, India
关键词
Algorithms - Computational methods - Iterative methods - Nonlinear systems - Problem solving - Reliability theory;
D O I
10.1023/A:1014750005366
中图分类号
学科分类号
摘要
The so-called covering algorithm for enclosing the solution set of parameter-dependent systems of nonlinear equations has been recently proposed by Neumaier (The Enclosure of Solutions of Parameter Dependent Systems of Equations, in: Moore, R. E. (ed.), Reliability in Computing: The Role of Interval Methods in Scientific Computations, Academic Press, 1988). However, in the covering algorithm, only one box is processed in each iteration. This paper presents a parallelized version of the covering algorithm, in which all boxes present are processed simultaneously in each iteration. It is shown through several examples that this strategy results in speed-up of the algorithm by several orders of magnitude, particularly so in demanding problems. The proposed parallelized version can be run even on ordinary computers, i.e., it does not require a parallel computer.
引用
收藏
页码:123 / 130
相关论文
共 50 条
  • [21] Explicit Parameter-dependent Representations of Periodic Solutions for a Class of Nonlinear Systems
    Mohammed, J. Al-Ameri
    Tyukin, I.
    IFAC PAPERSONLINE, 2017, 50 (01): : 4001 - 4007
  • [23] On coprime factors for parameter-dependent systems
    Prempain, Emmanuel
    PROCEEDINGS OF THE 45TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14, 2006, : 5796 - 5800
  • [24] GOVERNING PARAMETER CHANGES IN NONLINEAR PARAMETER-DEPENDENT OPTIMIZATION PROBLEMS
    Gupta, Rohit
    Kolmanovsky, Ilya V.
    ASME 2013 DYNAMIC SYSTEMS AND CONTROL CONFERENCE, VOL. 3, 2013,
  • [25] WEAKLY INTRUSIVE LOW-RANK APPROXIMATION METHOD FOR NONLINEAR PARAMETER-DEPENDENT EQUATIONS
    Giraldi, Loic
    Nouy, Anthony
    SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2019, 41 (03): : A1777 - A1792
  • [26] A modified iterative refinement algorithm for efficient solution of parameter-dependent sets of linear equations
    Simon, PS
    Kenney, CS
    McInturff, K
    Jobsky, RW
    Bryan, TA
    IEEE ANTENNAS AND PROPAGATION SOCIETY INTERNATIONAL SYMPOSIUM - ANTENNAS: GATEWAYS TO THE GLOBAL NETWORK, VOLS 1-4, 1998, : 1510 - 1513
  • [27] Particle swarm algorithm for solving systems of nonlinear equations
    Jaberipour, Majid
    Khorram, Esmaile
    Karimi, Behrooz
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2011, 62 (02) : 566 - 576
  • [28] Imperialist competitive algorithm for solving systems of nonlinear equations
    Abdollahi, Mandi
    Isazadeh, Ayaz
    Abdollahi, Davoud
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2013, 65 (12) : 1894 - 1908
  • [29] An Improved Nonlinear H∞ Synthesis for Parameter-Dependent Polynomial Nonlinear Systems Using SOS Programming
    Zhao, Dan
    Wang, JianLiang
    2009 AMERICAN CONTROL CONFERENCE, VOLS 1-9, 2009, : 796 - 801
  • [30] Multiplicity in Parameter-Dependent Problems for Ordinary Differential Equations
    Sadyrbaev, F.
    MATHEMATICAL MODELLING AND ANALYSIS, 2009, 14 (04) : 503 - 514