How can I change multistage nlmpc Solver?

Question

William Notaro 2024-7-22

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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/2139241-how-can-i-change-multistage-nlmpc-solver

回答： Samay Sagar 2024-7-24

I am trying to change nlmpcMultistage object solver from 'fmincon' to 'gmres' following this guide: https://www.mathworks.com/help/mpc/ug/control-robot-manipulator-using-cgmres-solver.html

However, I receive the following error:

"Error using nlmpcMultistage/set.Optimization

Invalid field name "Solver" found in the "Optimization" structure."

I also tried a suggestion such as to initialize the object with the Solver argument specified as: nlmpcMultistage(p,nx,'MV',1,'MD',2,'Solver','cgmres');

However I get the following error: Error using nlmpcMultistage

Input channel must be one of the following types: 'MV' (manipulated variable), 'MD' (measured

disturbance), or 'UD' (unmeasured disturbance).

Like the Solver option is not available.

Is there a way to change the solver to cgmres?

Thanks in advance

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Answer 1

Samay Sagar 2024-7-24

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此回答的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/2139241-how-can-i-change-multistage-nlmpc-solver#answer_1489706

It appears that the issue you are encountering is due to the version of MATLAB you are using, i.e., R2022b, which does not support the “Solver” property for the “nlmpcMultistage” object. This feature was introduced in MATLAB R2023a, which is why you are seeing errors when trying to set the solver to “cgmres”.

To resolve this issue, I recommend upgrading your MATLAB version to R2023a or later. This will enable you to use the “cgmres” solver as described in the guide you referenced.

If upgrading MATLAB is not an immediate option for you, another approach would be to implement a custom solver. You can refer the following documentation to implement the same:

https://www.mathworks.com/help/releases/R2022b/mpc/ug/configure-optimization-solver-for-nonlinear-mpc.html

For more information about “nlmpcMultistage”, you can refer the following documentation:

https://www.mathworks.com/help/releases/R2022b/mpc/ref/nlmpcmultistage.html