A pre-computation method sets penalization weights for constrained QUBO problems with provable guarantees for Gibbs solvers and polynomial scaling for many problem classes.
Note that in the penalization term the rows contribute independently to the total error
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Scalable Determination of Penalization Weights for Constrained Optimizations on Approximate Solvers
A pre-computation method sets penalization weights for constrained QUBO problems with provable guarantees for Gibbs solvers and polynomial scaling for many problem classes.