create_statefbk_iosystem and optimal control enhancements by murrayrm · Pull Request #930 · python-control/python-control
This PR has two primary changes. motivated by some debugging I was doing in #929:
- The
create_statefbk_iosystemfunction now allows you to pass an I/O system instead of the a gain (or gain schedule) for the controller. This allows a more general state feedback controller (like an MPC controller) to be created usingcreate_statefbk_iosystem. (I needed this so that I could gain easy access to the inputs in issue #929, since thefeedbackfunction does not pass through the controller inputs as a system output, butcreate_statefbk_iosystemdoes.) - The
create_mpc_iosystemfunction now properly allows keyword parameters that go to the underlyingOptimalControlProblem, for example setting the minimization method. Prior to this, the keyword parameters were passed toOptimalControlProblembut were also passed toNonlinearIOSystem, where they would generate an error. - Unit tests and documentation updated as well. More specifically, the documentation for the
solve_ocpfunction has been updated to make more clear how the final time point is handled (see issue #929 for some discussion on this). - Had to modify the
install_examples.ymlworkflow to explicitly include the latest python version, otherwise an early version ofmatplotlibgot installed that was not current enough to work with current code (not sure why this was suddenly required...).
murrayrm
changed the title
create_statefbk_iosystem and create_mpc_iosystem enhancements
create_statefbk_iosystem and optimal control enhancements
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| J(x, u) = \sum_{k=0}^{N-1} L(x_k, u_k)\, dt + V \bigl( x_N \bigr). |
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why does V(x_N) need big parens but L(.) does not?
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above, V(.) gets regular sized parens.
These seem like obvious improvements to make, so I see no issue with them. Just one tiny note in the comments.
murrayrm
deleted the
mpc_enhancements-10Sep2023
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