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We present two algebraic methods to solve the parametric optimization problem that arises in nonlinear model predictive control. We consider constrained discrete-time polynomial systems and the corresponding constrained finite-time optimal control problem. The first method is based on cylindrical algebraic decomposition. The second uses Gröbner bases and… (More)

Semidefinite characterization and computation of real radical ideals – p.1

- Jean B. Lasserre, Monique Laurent, Philipp Rostalski
- Theor. Comput. Sci.
- 2009

We provide a real algebraic symbolic-numeric algorithm for computing the real variety V R (I) of an ideal I ⊆ R[x], assuming V R (I) is finite (while V C (I) could be infinite). Our approach uses sets of linear functionals on R[x], vanishing on a given set of polynomials generating I and their prolongations up to a given degree, as well as on polynomials of… (More)

- Jean B. Lasserre, Monique Laurent, Philipp Rostalski
- Foundations of Computational Mathematics
- 2008

For an ideal I ⊆ R[x] given by a set of generators, a new semidefi-nite characterization of its real radical I(V R (I)) is presented, provided it is zero-dimensional (even if I is not). Moreover we propose an algorithm using numerical linear algebra and semidefinite optimization techniques, to compute all (finitely many) points of the real variety V R (I)… (More)

- Philipp Rostalski, Thomas Besselmann, Miroslav Baric, Femke van Belzen, Manfred Morari
- Int. J. Control
- 2007

- Philipp Rostalski, Ioannis A. Fotiou, Daniel J. Bates, A. Giovanni Beccuti, Manfred Morari
- SIAM Journal on Optimization
- 2011

A new technique for solving polynomial nonlinear constrained optimal control problems is presented. The problem is reformulated into a parametric optimization problem, which in turn is solved in a two step procedure. First, in a pre-computation step, the equation part of the corresponding first order optimality conditions is solved for a generic value of… (More)

- Avinash Bhardwaj, Philipp Rostalski, Raman Sanyal
- SIAM Journal on Optimization
- 2015

- Jean B. Lasserre, Monique Laurent, Bernard Mourrain, Philipp Rostalski, Philippe Trebuchet
- J. Symb. Comput.
- 2013

In this paper, we describe new methods to compute the radical (resp. real radical) of an ideal, assuming it complex (resp. real) variety is finte. The aim is to combine approaches for solving a system of polynomial equations with dual methods which involve moment matrices and semi-definite programming. While the border basis algorithms of [17] are efficient… (More)

In this paper we propose a unified methodology for computing the set V K (I) of complex (K = C) or real (K = R) roots of an ideal I ⊆ R[x], assuming V K (I) is finite. We show how moment matrices, defined in terms of a given set of generators of the ideal I, can be used to (numerically) find not only the real variety V R (I), as shown in the authors'… (More)