I will present problems related to the positivity of real polynomials in non-commutative variables and describe solution approaches using semidefinite programming. I will also discuss (constrained) eigenvalue and trace optimization of non-commutative polynomials and give a demonstration of the Matlab software package NCsostools on a few examples.
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