High-order adaptive Gegenbauer integral spectral element method for solving non-linear optimal control problems. (4th May 2017)

• Record Type: Journal Article
• Authors: Elgindy, Kareem T.
• Is Part Of: Optimization. Volume 66:Number 5(2017)
• Page Start: 811
• Page End: 836
• Publication Date: 2017-05-04
• Subjects: Adaptive strategy -- Gegenbauer polynomials -- integration matrix -- optimal control problems -- spectral element methods; Mathematical optimization -- Periodicals; 519.7
• DOI: 10.1080/02331934.2017.1298597
• Languages: English
• ISSNs: 0233-1934

Abstract

Abstract : In this work, we propose an adaptive spectral element algorithm for solving non-linear optimal control problems. The method employs orthogonal collocation at the shifted Gegenbauer–Gauss points combined with very accurate and stable numerical quadratures to fully discretize the multiple-phase integral form of the optimal control problem. The proposed algorithm relies on exploiting the underlying smoothness properties of the solutions for computing approximate solutions efficiently. In particular, the method brackets discontinuities and 'points of nonsmoothness' through a novel local adaptive algorithm, which achieves a desired accuracy on the discrete dynamical system equations by adjusting both the mesh size and the degree of the approximating polynomials. A rigorous error analysis of the developed numerical quadratures is presented. Finally, the efficiency of the proposed method is demonstrated on three test examples from the open literature.