Title :
Multiresolution-based direct trajectory optimization
Author :
Jain, S. ; Tsiotras, P.
Author_Institution :
Georgia Inst. of Technol., Atlanta
Abstract :
In this paper we present a multiresolution-based approach for direct trajectory optimization. We transcribe the optimal control problem into a nonlinear programming (NLP) problem and solve the resulting NLP problem on an adaptive grid. The proposed algorithm automatically generates a grid to accurately capture the discontinuities and switchings in the state and control variables. The path constraints are handled with ease using the proposed technique without any additional computational complexity. The efficiency and accuracy of the proposed algorithm is demonstrated with the help of several examples.
Keywords :
adaptive control; mesh generation; nonlinear programming; optimal control; NLP problem; adaptive grid; mesh refinement algorithm; multiresolution-based direct trajectory optimization; nonlinear programming; optimal control problem; Adaptive control; Automatic generation control; Computational complexity; Discrete wavelet transforms; Linear programming; Mesh generation; Optimal control; Programmable control; USA Councils; Wavelet analysis;
Conference_Titel :
Decision and Control, 2007 46th IEEE Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
978-1-4244-1497-0
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2007.4434076