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giaf avatar giaf commented on August 15, 2024

Thanks for the interest. I am a bit busy at the moment writing my thesis, the wiki will come asap. Are you interested in control?

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lovedheart avatar lovedheart commented on August 15, 2024

Yeah, I'm a student studying control theory. I'm doing a project which compares the different opensource qp solver and I wanna to choose one for solving QP problem of large-scale system. Is HPMPC suitable for that?.

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giaf avatar giaf commented on August 15, 2024

It depends on what you mean by large-scale. HPMPC is optimized for dense small-scale MPC problems, and the performance is close to optimal for dense problems with up to a couple of hundreds states and controls.

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lovedheart avatar lovedheart commented on August 15, 2024

I mean 1000-100000 variables.

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giaf avatar giaf commented on August 15, 2024

You can have a try, but this is certainly not what it has been designed for.

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lovedheart avatar lovedheart commented on August 15, 2024

Hi, how do you solve the linear system equations? LDL factorization or something else?

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giaf avatar giaf commented on August 15, 2024

The solvers in HPMPC are designed to solve linear MPC problems, and not generic QPs. Therefore the (structured) KKT system of the unconstrained MPC problem is solved using a specialized Riccati recursion.

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