Table of contents

  • This session has been presented March 12, 2004.

Description

  • Speaker

    Damien Stehlé - INRIA Lorraine - ENS

Nous présenterons l'algorithme d'Ajtai, Kumar et Sivakumar pour résoudre le problème du plus court vecteur d'un réseau Euclidien. Ce problème a été prouvé NP-dur sous des réductions randomisées par Ajtai en 1996. Cet algorithme, présenté à STOC 2001, a une complexité probabiliste $2^O(n)$ en temps et en espace. Il bat donc la précédente borne de complexité ($n^{O(n)}$), qui correspond à l'algorithme de Kannan (1983).<br/> En utilisant l'algorithme BKZ de Schnorr, cela permet d'améliorer la taille des vecteurs que l'on peut obtenir en temps polynomial. Il existe une controverse quant à la practicabilité de ce dernier résultat, du fait de la constante du $O(.)$ de $2^{O(n)}$. Schnorr estime la complexité à $O(poly(n).2^{30n})$. Nous argumenterons pourquoi il s'agirait plutôt de $O(poly(n).2^n)$. En-dehors de ces améliorations de bornes de complexité, l'algorithme d'Ajtai, Kumar et Sivakumar apporte surtout un nouvel éclairage sur l'algorithmique des réseaux Euclidiens, en donnant une vision beaucoup plus géométrique que LLL et ses variantes.

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