Minimisation de fonctions polynomiales par l'utilisation de sommes de carrés

  • Muriel Demonthy

    Student thesis: Master typesMaster in Mathematics

    Abstract

    We are interested in global unconstrained minimization of polynomial functions in many variables. A part of the study will show how semidefinite programming permits to transform a polynomial into a sum of squares and how these techniques of sum of squares can be used to minimize a polynomial. Thereafter, we will develop some notions of algebraic-geometry to end at the "Positivstellensatz". We will then analyse the programs of the SOSTOOLS toolbox that are utilized for the minimization and the determination of a sum of squares decomposition of a polynomial. Wi will show how the different elements of the theory take place in it, this as well in terms of semidefinite programming as in terms of the "Positivstellensatz". We will conclude by using these programs for different polynomials.
    Date of Award2005
    Original languageFrench
    SupervisorPhilippe Toint (Supervisor), Annick Sartenaer (Jury) & Joseph Winkin (Jury)

    Cite this

    Minimisation de fonctions polynomiales par l'utilisation de sommes de carrés
    Demonthy, M. (Author). 2005

    Student thesis: Master typesMaster in Mathematics