An Indirect Method for Regular State-Constrained Optimal Control Problems in Flow Fields

被引:29
作者
Chertovskih, Roman [1 ]
Karamzin, Dmitry [2 ]
Khalil, Nathalie T. [1 ]
Pereira, Fernando Lobo [1 ]
机构
[1] Univ Porto, Fac Engn, Elect & Comp Engn Dept, Res Ctr Syst & Technol SYSTEC, P-4200465 Porto, Portugal
[2] Russian Acad Sci, Fed Res Ctr Comp Sci & Control, Moscow 119333, Russia
基金
俄罗斯科学基金会;
关键词
Indirect numerical methods; maximum principle; optimal control; regularity; state constraints;
D O I
10.1109/TAC.2020.2986179
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article concerns an indirect method to solve state-constrained optimal control problems. The dynamics of the controlled system is given by ordinary differential equations encompassing the effect of a steady flow field in which the moving object is immersed. The proposed method is based on the maximum principle in Gamkrelidze's form. At the core of the approach is a regularity hypothesis which entails the continuity of the measure Lagrange multiplier associated with the state constraint. This property plays key role in shaping a properly modified shooting method to solve the two-point boundary value problem resulting from the maximum principle. Illustrative applications to time optimal control problems are considered and results of numerical experiments are provided.
引用
收藏
页码:787 / 793
页数:7
相关论文
共 24 条
[11]  
Fourer R, 2003, AMPL: a modeling language for mathematical programming, Vsecond
[12]   CONVERGENCE RESULTS FOR SMOOTH REGULARIZATIONS OF HYBRID NONLINEAR OPTIMAL CONTROL PROBLEMS [J].
Haberkorn, T. ;
Trelat, E. .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2011, 49 (04) :1498-1522
[13]   A TRANSFORMATION TECHNIQUE FOR OPTIMAL CONTROL PROBLEMS WITH A STATE VARIABLE INEQUALITY CONSTRAINT [J].
JACOBSON, DH ;
LELE, MM .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1969, AC14 (05) :457-+
[14]   On a Few Questions Regarding the Study of State-Constrained Problems in Optimal Control [J].
Karamzin, Dmitry ;
Pereira, Fernando Lobo .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2019, 180 (01) :235-255
[15]   Shooting Methods to Solve Optimal Control Problems with State and Mixed Control-State Constraints [J].
Karbowski, Andrzej .
CHALLENGES IN AUTOMATION, ROBOTICS AND MEASUREMENT TECHNIQUES, 2016, 440 :189-205
[16]   Sensitivity analysis for optimal control problems subject to higher order state constraints [J].
Malanowski, K ;
Maurer, H .
ANNALS OF OPERATIONS RESEARCH, 2001, 101 (1-4) :43-73
[17]  
Malanowski K., 1998, DISCRETE CONTINUOUS, V4, P241, DOI DOI 10.3934/DCDS.1998.4.241
[18]  
Neustadt L.W., 1967, SIAM Journal on Control, V5, P90, DOI DOI 10.1137/0305007
[19]  
Pontryagin L. S., 2018, Mathematical Theory of Optimal Processes
[20]  
Pytlak R., 2006, Numerical Methods for Optimal Control Problems with State Constraints