Research ArticleOpen AccessGoogle Scholar indexed
Analytic Solutions to Optimal Control Problems with Constraints
Department of Mathematics, Henan University of Science and Technology, Luoyang, China
- 1 Department of Mathematics, Henan University of Science and Technology, Luoyang, China
Applied Mathematics·Volume 06 (2015)·Pages 2326–2339·Published 21 December 2015·DOI10.4236/am.2015.614205
Copy link · social · email
Abstract
In this paper, the analytic solutions to constrained optimal control problems are considered. A novel approach based on canonical duality theory is developed to derive the analytic solution of this problem by reformulating a constrained optimal control problem into a global optimization problem. A differential flow is presented to deduce some optimality conditions for solving global optimizations, which can be considered as an extension and a supplement of the previous results in canonical duality theory. Some examples are given to illustrate the applicability of our results.
KeywordsConstrained Optimal ControlAnalytic SolutionCanonical Duality TheoryGlobal Optimization
- Casti, J. (1980) The Linear-Quadratic Control Problem: Some Recent Results and Outstanding Problems. SIAM Review, 22, 459-485. http://dx.doi.org/10.1137/1022089
- Robinson, C. (1995) Dynamical Systems. CRC Press, London.
- Anderson, B.D.O. and Moore, J.B. (1971) Linear Optimal Control. Prentice-Hall, New Jersey.
- Heinkenschloss, M. and Tr?ltzsch. F. (1999) Analysis of the Lagrange-SQP-Newton Method for the Control of a Phase Field Equation. Control and Cybernetics, 28, 177-211.
- Kunisch, K. and Sachs, E.W. (1992) Reduced SQP Methods for Parameter Identification Problems. SIAM Journal on Numerical Analysis, 29, 1793-1820. http://dx.doi.org/10.1137/0729100
- Tröltzsch, F. (1994) An SQP-Method for Optimal Control of a Nonlinear Heat Equation. Control and Cybernetics, 23, 268-288.
- Tian, T. and Dunn, J.C. (1994) On the Gradient Projection Method for Optimal Control Problems with Nonnegative L2 inputs. SIAM Journal on Control and Optimization, 32, 516-537.
- Kelley, C.T. and Sachs, E.W. (1995) Solution of Optimal Control Problems by a Pointwise Projected Newton Method. SIAM Journal on Control and Optimization, 33, 1731-1757. http://dx.doi.org/10.1137/S0363012993249900
- Gao, D.Y., Ruan, N. and Latorre, V. (2014) Canonical Duality-Triality Theory: Bridge between Nonconvex Analysis/ Mechanics and Global Optimization in Complex Systems. Mathematics and Mechanics of Solids, 12, 716-735.
- Gao, D.Y. and Ruan, N. (2015) Canonical Duality Theory for Solving Nonconvex/Discrete Constrained Global Optimization Problems. Mathematics and Mechanics of Solids. http://dx.doi.org/10.1177/1081286515591087
- Latorre, V. and Sagratella, S. (2014) A Canonical Duality Approach for the Solution of Affine Quasi-Variational Inequalities. Journal of Global Optimization, 1, 1-17.
- Gao, D.Y. and Ruan, N. (2015) Application of Canonical Duality Theory to Fixed Point Problem. Springer Proceedings in Mathematics & Statistics, 95, 157-163. http://dx.doi.org/10.1007/978-3-319-08377-3_17
- Zhu, J., Tao, S. and Gao, D.Y. (2009) A Study on Concave Optimization via Canonical Dual Function. Journal of Computational and Applied Mathematics, 224, 459-464. http://dx.doi.org/10.1016/j.cam.2008.05.011
- Zhu, J. and Yan, W. (2009) Solution to Constrained Nonlinear Programming by Canonical Dual Method. Lecture Notes on Decision Sciences, 12, 217-222.