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math.OC2026
Computing the Pareto Front by Polynomial Elimination, With an Application From System Identification
Hans van Rooij, Christof Vermeersch, Marie Deferme +1
We propose a novel numerical approach to compute the Pareto front in multivariate polynomial multi-objective optimization problems. When the objective functions and (equality) cons…
math.OC2025
Incorporating Fixed-Pole Information in the Data-Driven Least Squares Realization Problem
Christof Vermeersch, Sibren Lagauw, Bart De Moor
In practical least squares realization problems, partial information about the pole locations of the dynamical model may be known a priori. Existing techniques for incorporating th…