Hi, I am attempting to rewrite MATLAB code, which is slow due to Yalmip’s parsing speed. The resulting problem that gets sent to the solver from JuMP is much larger (and slower to solve) than Yalmip’s output. I don’t think I am using any “inefficient” functions for building the problem, but the di…

I checked the code in your top post. I detailed the issue in https://github.com/jump-dev/SumOfSquares.jl/issues/205 . In short, SumOfSquares uses the standard conic form for SumOfSquares constraints. In your case, you should use the geometric conic form as discussed in https://github.com/jump-dev/S…

JuMP & SumOfSquares generate SDPs with ~18x more constraints than YALMIP

Specific Domains Optimization (Mathematical)

ciba12 July 30, 2021, 1:45pm 16

Yes, this solves it!
Thanks!

1 Like

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JuMP & SumOfSquares generate SDPs with ~18x more constraints than YALMIP

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