8 citations · 14 across the 21 of their papers we have counts for
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math.OC2018
Polynomial Chaos reformulation in Nonlinear Stochastic Optimal Control with application on a drivetrain subject to bifurcation phenomena
Tom Lefebvre, Frederik De Belie, Guillaume Crevecoeur
This paper discusses a method enabling optimal control of nonlinear systems that are subject to parametric uncertainty. A stochastic optimal tracking problem is formulated that can…
math.OC2018
A Radial Basis Function based Optimization Algorithm with Regular Simplex set geometry in Ellipsoidal Trust-Regions
Tom Lefebvre, Frederik De Belie, Guillaume Crevecoeur
We present a novel derivative-free interpolation based optimization algorithm. A trust-region method is used where a surrogate model is realized via an interpolation framework. The…