Reference Info for R2


BASIC IMPLEMENTATION OF MULTIPLE-INTERVAL PSEUDOSPECTRAL METHODS TO SOLVE OPTIMAL CONTROL PROBLEMS

D. R. Herber


[url] [pdf] [code]

Text Reference:

D. R. Herber. 'Basic implementation of multiple-interval pseudospectral methods to solve optimal control problems.' Technical report, Engineering System Design Lab, UIUC-ESDL-2015-01, Urbana, IL, USA, Jun 2015.

BibTeX Source:

@techreport{Herber2015a,
  author      = {Herber, Daniel R},
  title       = {Basic implementation of multiple-interval pseudospectral methods to solve optimal control problems},
  type        = {Technical Report},
  institution = {Engineering System Design Lab},
  number      = {UIUC-ESDL-2015-01},
  address     = {Urbana, IL, USA},
  month       = jun,
  year        = {2015},
  url         = {http://hdl.handle.net/2142/77888},
  pdf         = {https://www.engr.colostate.edu/%7Edrherber/files/Herber2015a.pdf},
}

Abstract:

A short discussion of optimal control methods is presented including indirect, direct shooting, and direct transcription methods. Next the basics of multiple-interval pseudospectral methods are given independent of the numerical scheme to highlight the fundamentals. The two numerical schemes discussed are the Legendre pseudospectral method with LGL nodes and the Chebyshev pseudospectral method with CGL nodes. A brief comparison between time-marching direct transcription methods and pseudospectral direct transcription is presented. The canonical Bryson-Denham state-constrained double integrator optimal control problem is used as a test optimal control problem. The results from the case study demonstrate the effect of user’s choice in mesh parameters and little difference between the two numerical pseudospectral schemes.