Optimizing polynomial constraints
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The second type of problems that we consider is the following:
where are polynomials in the variables
with coefficients in the field
.
It consists in computing the global minimun of
if it exists (and the minimizer points) in the basic semialgebraic set
defined by the constraints
.
We are interested in solving such problems for which the set of
minimizers is finite and not empty.