Cs880: Approximations Algorithms 21.1 Graph Coloring: Overview 21.2 Sdp Formulation
نویسنده
چکیده
Let G = (V,E) be a graph. A k-coloring for G is a function f : V → [k] such that f(u) 6= f(v) for all (u, v) ∈ E. In other words, a k-coloring is an assignment of vertices to k colors such that no edge is monochromatic. We say that a graph G is k-colorable if there exists a k-coloring for G. The chromatic number of G is the least k such that G is k-colorable. Given a k-colorable graph G, finding a k-coloring for G is solvable in polynomial time for k = 2, but NP-hard for k ≥ 3.
منابع مشابه
Exploiting special structure in semidefinite programming: A survey of theory and applications
Semidefinite Programming (SDP) may be seen as a generalization of Linear Programming (LP). In particular, one may extend interior point algorithms for LP to SDP, but it has proven much more difficult to exploit structure in the SDP data during computation. We survey three types of special structures in SDP data: 1. a common ‘chordal’ sparsity pattern of all the data matrices. This structure ari...
متن کاملA New Approach Towards Graph Coloring
Consider the problem of deciding whether a graph is 3-colorable. This problem is NP-complete. The optimization version of this problem is, given a 3-colorable graph G, color it using as few colors as possible. In the regime of polynomial time approximation algorithms, this problem has been studied extensively [Wig82, Blu94, KMS98, ACC06, Chl07]. The current best known approximation factor is ac...
متن کاملNew Tools for Graph Coloring
How to color 3 colorable graphs with few colors is a problem of longstanding interest. The best polynomial-time algorithm uses n colors. There are no indications that coloring using say O(log n) colors is hard. It has been suggested that lift and project based SDP relaxations could be used to design algorithms that use n colors for arbitrarily small > 0. We explore this possibility in this pape...
متن کاملJust chromatic exellence in fuzzy graphs
A fuzzy graph is a symmetric binary fuzzy relation on a fuzzy subset. The concept of fuzzy sets and fuzzy relations was introduced by L.A.Zadeh in 1965cite{zl} and further studiedcite{ka}. It was Rosenfeldcite{ra} who considered fuzzy relations on fuzzy sets and developed the theory of fuzzy graphs in 1975. The concepts of fuzzy trees, blocks, bridges and cut nodes in fuzzy graph has been studi...
متن کاملColoring 3-Chromatic Graphs with SDP
We present a survey of results on the problem coloring 3-chromatic graphs with the least number of colors in polynomial time. We emphasize on the semi-definite programming based breakthroughs that have occurred towards this problem in the recent past.
متن کامل