32 research outputs found
On the infimum convolution inequality
In the paper we study the infimum convolution inequalites. Such an inequality
was first introduced by B. Maurey to give the optimal concentration of measure
behaviour for the product exponential measure. We show how IC-inequalities are
tied to concentration and study the optimal cost functions for an arbitrary
probability measure. In particular, we show the optimal IC-inequality for
product log-concave measures and for uniform measures on the l_p^n balls. Such
an optimal inequality implies, for a given measure, in particular the Central
Limit Theorem of Klartag and the tail estimates of Paouris.Comment: 39 page
Scheduling partially ordered jobs faster than 2^n
In the SCHED problem we are given a set of n jobs, together with their
processing times and precedence constraints. The task is to order the jobs so
that their total completion time is minimized. SCHED is a special case of the
Traveling Repairman Problem with precedences. A natural dynamic programming
algorithm solves both these problems in 2^n n^O(1) time, and whether there
exists an algorithms solving SCHED in O(c^n) time for some constant c < 2 was
an open problem posted in 2004 by Woeginger. In this paper we answer this
question positively.Comment: full version of a paper accepted for ESA'1