A composite pseudospectral method for optimal control problems with piecewise smooth solutions

被引:14
|
作者
Tabrizidooz, Hamid Reza [1 ]
Marzban, Hamid Reza [2 ]
Pourbabaee, Marzieh [1 ]
Hedayati, Mehrnoosh [1 ]
机构
[1] Univ Kashan, Fac Math Sci, Dept Appl Math, Kashan 8731753153, Iran
[2] Isfahan Univ Technol, Dept Math Sci, Esfahan 8415683111, Iran
关键词
SCHEME; HYBRID;
D O I
10.1016/j.jfranklin.2017.01.002
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we develop a composite collocation approximation scheme for solving optimal control problems governed by ordinary differential equations with piecewise smooth solutions. For this purpose, we divide the time interval of the problem into some nonequal subintervals and define a piecewise interpolating polynomial on the base of transformed Legendre-Gauss nodes in subintervals. According to the weak representations approach, we derive the corresponding operational matrix of derivative. Using the Legendre-Gauss quadrature formula and the obtained operational matrix, the optimal control problem is discretized as a nonlinear programming problem. In this approach, the time locations in which corners happen in the state and control functions, are considered as unknown parameters. Therefore, the problem can be solved as a nonlinear programming problem with respect to these parameters. Four examples are investigated to demonstrate the validity and applicability of the proposed technique. (C) 2017 The Franklin Institute. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:2393 / 2414
页数:22
相关论文
共 50 条
  • [31] Guaranteed Pseudospectral Sequential Convex Programming for Accurate Solutions to Constrained Optimal Control Problems
    Yamamoto, Keitaro
    Fujimoto, Kenji
    Maruta, Ichiro
    IEEE CONTROL SYSTEMS LETTERS, 2024, 8 : 1823 - 1828
  • [32] Solutions of nonlinear constrained optimal control problems using quasilinearization and variational pseudospectral methods
    Li, Mingwu
    Peng, Haijun
    ISA TRANSACTIONS, 2016, 62 : 177 - 192
  • [33] Piecewise fractional Legendre functions for nonlinear fractional optimal control problems with ABC fractional derivative and non-smooth solutions
    Zhagharian, Shabnam
    Heydari, Mohammad Hossein
    Razzaghi, Mohsen
    ASIAN JOURNAL OF CONTROL, 2024, 26 (01) : 490 - 503
  • [34] Pseudospectral knotting methods for solving optimal control problems
    Ross, IM
    Fahroo, F
    JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2004, 27 (03) : 397 - 405
  • [35] The Rate of Convergence for a Pseudospectral Optimal Control Method
    Kang, Wei
    47TH IEEE CONFERENCE ON DECISION AND CONTROL, 2008 (CDC 2008), 2008, : 521 - 527
  • [36] Fourier-Gegenbauer pseudospectral method for solving periodic fractional optimal control problems
    Elgindy, Kareem T.
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2024, 225 : 148 - 164
  • [37] Dual convergence of the legendre pseudospectral method for solving nonlinear constrained optimal control problems
    Gong, Q
    Ross, IM
    Kang, W
    Fahroo, F
    PROCEEDINGS OF THE EIGHTH IASTED INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND CONTROL, 2005, : 431 - 436
  • [38] Linear Pseudospectral Method with Chebyshev Collocation for Optimal Control Problems with Unspecified Terminal Time
    Li, Yang
    Chen, Wanchun
    Yang, Liang
    AEROSPACE, 2022, 9 (08)
  • [39] A symplectic pseudospectral method for constrained time-delayed optimal control problems and its application to biological control problems
    Wang, Xinwei
    Liu, Jie
    Dong, Xianzhou
    Li, Chongwei
    Zhang, Yong
    OPTIMIZATION, 2021, 70 (12) : 2527 - 2557
  • [40] Approximate solution of nonlinear optimal control problems with scale delay function via a composite pseudospectral approach
    Hoseini, Sayyed Mohammad
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2023, 54 (11) : 2407 - 2422