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math.OC2018
In SDP relaxations, inaccurate solvers do robust optimization
Jean-Bernard Lasserre, Victor Magron
We interpret some wrong results (due to numerical inaccuracies) already observed when solving SDP-relaxations for polynomial optimization on a double precision floating point SDP s…
math.OC2018
Optimal data fitting: a moment approach
Jean-Bernard Lasserre, Victor Magron
We propose a moment relaxation for two problems, the separation and covering problem with semi-algebraic sets generated by a polynomial of degree d. We show that (a) the optimal va…