Search results with tag "Optimal control"
A Lecture on Model Predictive Control
cepac.cheme.cmu.eduOpen-Loop Optimal Control Problem • Open-loop optimal solution is not robust • Must be coupled with on-line state / model parameter update • Requires on-line solution for each updated problem • Analytical solution possible only in a few cases (LQ control) • Computational limitation for numerical solution, esp. back in the ’50s and ...
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An Introduction to Mathematical Optimal Control Theory ...
math.berkeley.eduAs this is a course for undergraduates, I have dispensed in certain proofs with various measurability and continuity issues, and as compensation have added various critiques as to the lack of total rigor. This current version of the notes is not yet complete, but meets I think the
Optimal Control Theory - University of Washington
homes.cs.washington.edumaterial on the duality of optimal control and probabilistic inference; such duality suggests that neural information processing in sensory and motor areas may be more similar than currently thought. The chapter is organized in the following sections: 1. Dynamic programming, Bellman equations, optimal value functions, value and policy