TIME: 1:30-2:20 pm, November 21, 2006
PLACE: CSE 403
TITLE: New Approximation Guarantee for Chromatic Number
SPEAKER: Eden Chlamtac
Princeton University
ABSTRACT:
We describe an algorithm which colors any 3-colorable graph using
O(n^0.2074) colors, thus improving the algorithms of Karger, Motwani and
Sudan, and Blum and Karger from almost a decade ago. The previous best
known algorithm used O(n^3/14) colors. We build on these results, which
combined semidefinite programming (SDP) relaxations (specifically, vector
chromatic number) with some combinatorial techniques. We demonstrate a
better relation between vector chromatic number and true chromatic number.
While this already gives some improvement, we obtain our best result by
working with stronger SDP relaxations (e.g. by adding "odd-cycle
constraints"). Our analysis uses new geometric ideas inspired by the
recent work of Arora, Rao and Vazirani.
This is joint work with Sanjeev Arora and Moses Charikar.