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Tutorial: Introduction to Interior Point Methods for Predictive Control

Abstract

Introduction and motivation (Why control & why feedback? ; Predictive control as a feedback strategy ) - Constrained LQR (CLQR) to Quadratic Program (QP) (Sampled-data CLQR and equivalent discrete-time CLQR ; Non-condensed and condensed QP formulations) -- Algorithms for solving QP (Interior point methods ; Exploiting structure of QP) - Hardware issues (Interaction between algorithm choice and hardware ; Parallel computation and pipelining) - Wrap-up and questions

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Dates and versions

inria-00629539 , version 1 (06-10-2011)

Identifiers

  • HAL Id : inria-00629539 , version 1

Cite

Eric Kerrigan. Tutorial: Introduction to Interior Point Methods for Predictive Control. SADCO Summer School 2011 - Optimal Control, Sep 2011, London, United Kingdom. ⟨inria-00629539⟩
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