TY - GEN
T1 - On the minimum load coloring problem extended abtract
AU - Ahuja, Nitin
AU - Baltz, Andreas
AU - Doerr, Benjamin
AU - Přívětivý, Aleš
AU - Srivastav, Anand
PY - 2006/7/10
Y1 - 2006/7/10
N2 - Given a graph G = (V, E) with n vertices, m edges and maximum vertex degree A, the load distribution of a coloring φ: V → {red, blue} is a pair dφ, = (rφ, bφ), where r φ is the number of edges with at least one end-vertex colored red and bφ is the number of edges with at least one end-vertex colored blue. Our aim is to find a coloring φ such that the (maximum) load, lφ:= maxj{rφ, bφ}, is minimized. The problem has applications in broadcast WDM communication networks (Ageev et al., 2004). After proving that the general problem is NP-hard we give a polynomial time algorithm for optimal colorings of trees and show that the optimal load is at most m/2 + Δ log 2 n. For graphs with genus g > 0, we show that a coloring with load OPT(1 + o(1)) can be computed in O(n + g)-time, if the maximum degree satisfies Δ = 0(m2/n g) and an embedding is given. In the general situation we show that a coloring with load at most 3/4m + O(√Δm) can be found in deterministic polynomial time using a derandomized version of Azuma's martingale inequality. This bound describes the "typical" situation: in the random multi-graph model we prove that for almost all graphs, the optimal load is at least 3/4m - mn. Finally, we generalize our results to k-colorings for k > 2.
AB - Given a graph G = (V, E) with n vertices, m edges and maximum vertex degree A, the load distribution of a coloring φ: V → {red, blue} is a pair dφ, = (rφ, bφ), where r φ is the number of edges with at least one end-vertex colored red and bφ is the number of edges with at least one end-vertex colored blue. Our aim is to find a coloring φ such that the (maximum) load, lφ:= maxj{rφ, bφ}, is minimized. The problem has applications in broadcast WDM communication networks (Ageev et al., 2004). After proving that the general problem is NP-hard we give a polynomial time algorithm for optimal colorings of trees and show that the optimal load is at most m/2 + Δ log 2 n. For graphs with genus g > 0, we show that a coloring with load OPT(1 + o(1)) can be computed in O(n + g)-time, if the maximum degree satisfies Δ = 0(m2/n g) and an embedding is given. In the general situation we show that a coloring with load at most 3/4m + O(√Δm) can be found in deterministic polynomial time using a derandomized version of Azuma's martingale inequality. This bound describes the "typical" situation: in the random multi-graph model we prove that for almost all graphs, the optimal load is at least 3/4m - mn. Finally, we generalize our results to k-colorings for k > 2.
UR - https://www.scopus.com/pages/publications/33745607003
U2 - 10.1007/11671411_2
DO - 10.1007/11671411_2
M3 - Conference contribution
AN - SCOPUS:33745607003
SN - 3540322078
SN - 9783540322078
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 15
EP - 26
BT - Approximation and Online Algorithms - Third International Workshop, WAOA 2005, Revised Selected Papers
T2 - 3rd International Workshop on Approximation and Online Algorithms, WAOA 2005
Y2 - 6 October 2005 through 7 October 2005
ER -