Moment Matrices, Border Bases and Real Radical Computation

Jean-Bernard Lasserre (1) , Monique Laurent (2) , Bernard Mourrain (3) , Philipp Rostalski (4) , Philippe Trébuchet (5)

1 LAAS-MAC - Équipe Méthodes et Algorithmes en Commande
2 CWI - Centrum voor Wiskunde en Informatica
3 GALAAD - Geometry, algebra, algorithms
4 LBNL - Lawrence Berkeley National Laboratory [Berkeley]
5 APR - Algorithmes, Programmes et Résolution

In this paper, we describe new methods to compute the radical (resp. real radical) of an ideal, assuming it complex (resp. real) variety is finite. 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 and numerically stable for computing complex roots, algorithms based on moment matrices [12] allow the incorporation of additional polynomials, e.g., to re- strict the computation to real roots or to eliminate multiple solutions. The proposed algorithm can be used to compute a border basis of the input ideal and, as opposed to other approaches, it can also compute the quotient structure of the (real) radical ideal directly, i.e., without prior algebraic techniques such as Gr ̈obner bases. It thus combines the strength of existing algorithms and provides a unified treatment for the computation of border bases for the ideal, the radical ideal and the real radical ideal.

Domaines: Géométrie algébrique [math.AG]

Jean-Bernard Lasserre, Monique Laurent, Bernard Mourrain, Philipp Rostalski, Philippe Trébuchet. Moment Matrices, Border Bases and Real Radical Computation. Journal of Symbolic Computation, 2013, 51, pp.63-85. ⟨10.1016/j.jsc.2012.03.007⟩. ⟨hal-00651759⟩