File:Galerkin optimal control (IA galerkinoptimalc1094544526).pdf
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Summary[edit]
Galerkin optimal control ( ) | |
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Author |
Boucher, Randy |
Title |
Galerkin optimal control |
Publisher |
Monterey, California: Naval Postgraduate School |
Description |
A Galerkin-based family of numerical formulations is presented for solving nonlinear optimal control problems. This dissertation introduces a family of direct methods that calculate optimal trajectories by discretizing the system dy-namics using Galerkin numerical techniques and approximate the cost function with Gaussian quadrature. In this numerical approach, the analysis is based on L2-norms. An important result in the theoretical foundation is that the feasibility and consistency theorems are proved for problems with continuous and/or piecewise continuous controls. Galerkin methods may be formulated in a number of ways that allow for efficiency and/or improved accuracy while solving a wide range of optimal control problems with a variety of state and control constraints. Numerical formula-tions using Lagrangian and Legendre test functions are derived. One formulation allows for a weak enforcement of boundary conditions, which imposes end conditions only up to the accuracy of the numerical approximation itself. Additionally, the multi-scale formulation can reduce the dimension of multi-scale optimal control problems, those in which the states and controls evolve on different timescales. Finally, numerical examples are shown to demonstrate the versatile nature of Galerkin optimal control. Subjects: Galerkin; Pseudospectral; Optimal Control; Constrainted Optimization |
Language | English |
Publication date | December 2014 |
Current location |
IA Collections: navalpostgraduateschoollibrary; fedlink |
Accession number |
galerkinoptimalc1094544526 |
Source | |
Permission (Reusing this file) |
This publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States. |
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Public domainPublic domainfalsefalse |
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This file has been identified as being free of known restrictions under copyright law, including all related and neighboring rights. |
https://creativecommons.org/publicdomain/mark/1.0/PDMCreative Commons Public Domain Mark 1.0falsefalse
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Short title | Galerkin optimal control |
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Image title | |
Author | Boucher, Randy |
Keywords | npsKeywords |
Software used | Boucher, Randy |
Conversion program | NPS LaTeX Style Guide, c/o rob@iharder.net |
Encrypted | no |
Page size | 612 x 792 pts (letter) |
Version of PDF format | 1.4 |