630 research outputs found
Entropy and Graphs
The entropy of a graph is a functional depending both on the graph itself and
on a probability distribution on its vertex set. This graph functional
originated from the problem of source coding in information theory and was
introduced by J. K\"{o}rner in 1973. Although the notion of graph entropy has
its roots in information theory, it was proved to be closely related to some
classical and frequently studied graph theoretic concepts. For example, it
provides an equivalent definition for a graph to be perfect and it can also be
applied to obtain lower bounds in graph covering problems.
In this thesis, we review and investigate three equivalent definitions of
graph entropy and its basic properties. Minimum entropy colouring of a graph
was proposed by N. Alon in 1996. We study minimum entropy colouring and its
relation to graph entropy. We also discuss the relationship between the entropy
and the fractional chromatic number of a graph which was already established in
the literature.
A graph is called \emph{symmetric with respect to a functional }
defined on the set of all the probability distributions on its vertex set if
the distribution maximizing is uniform on . Using the
combinatorial definition of the entropy of a graph in terms of its vertex
packing polytope and the relationship between the graph entropy and fractional
chromatic number, we prove that vertex transitive graphs are symmetric with
respect to graph entropy. Furthermore, we show that a bipartite graph is
symmetric with respect to graph entropy if and only if it has a perfect
matching. As a generalization of this result, we characterize some classes of
symmetric perfect graphs with respect to graph entropy. Finally, we prove that
the line graph of every bridgeless cubic graph is symmetric with respect to
graph entropy.Comment: 89 pages, 4 figures, MMath Thesi
S-Packing Colorings of Cubic Graphs
Given a non-decreasing sequence of positive
integers, an {\em -packing coloring} of a graph is a mapping from
to such that any two vertices with color
are at mutual distance greater than , . This paper
studies -packing colorings of (sub)cubic graphs. We prove that subcubic
graphs are -packing colorable and -packing
colorable. For subdivisions of subcubic graphs we derive sharper bounds, and we
provide an example of a cubic graph of order which is not
-packing colorable
On uniquely packable trees
An -packing in a graph is a set of vertices that are pairwise distance
more than apart. A \emph{packing colouring} of is a partition
of such that each colour class
is an -packing. The minimum order of a packing colouring is called the
packing chromatic number of , denoted by . In this paper we
investigate the existence of trees for which there is only one packing
colouring using colours. For the case , we
completely characterise all such trees. As a by-product we obtain sets of
uniquely --packable trees with monotone -coloring
and non-monotone -coloring respectively
A study on exponential-size neighborhoods for the bin packing problem with conflicts
We propose an iterated local search based on several classes of local and
large neighborhoods for the bin packing problem with conflicts. This problem,
which combines the characteristics of both bin packing and vertex coloring,
arises in various application contexts such as logistics and transportation,
timetabling, and resource allocation for cloud computing. We introduce
evaluation procedures for classical local-search moves, polynomial variants of
ejection chains and assignment neighborhoods, an adaptive set covering-based
neighborhood, and finally a controlled use of 0-cost moves to further diversify
the search. The overall method produces solutions of good quality on the
classical benchmark instances and scales very well with an increase of problem
size. Extensive computational experiments are conducted to measure the
respective contribution of each proposed neighborhood. In particular, the
0-cost moves and the large neighborhood based on set covering contribute very
significantly to the search. Several research perspectives are open in relation
to possible hybridizations with other state-of-the-art mathematical programming
heuristics for this problem.Comment: 26 pages, 8 figure
Packing chromatic vertex-critical graphs
The packing chromatic number of a graph is the smallest
integer such that the vertex set of can be partitioned into sets ,
, where vertices in are pairwise at distance at least .
Packing chromatic vertex-critical graphs, -critical for short, are
introduced as the graphs for which
holds for every vertex of . If , then is
--critical. It is shown that if is -critical,
then the set can be almost
arbitrary. The --critical graphs are characterized, and
--critical graphs are characterized in the case when they
contain a cycle of length at least which is not congruent to modulo
. It is shown that for every integer there exists a
--critical tree and that a --critical
caterpillar exists if and only if . Cartesian products are also
considered and in particular it is proved that if and are
vertex-transitive graphs and , then is -critical
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