18 research outputs found
Symmetric inclusion-exclusion
One form of the inclusion-exclusion principle asserts that if A and B are
functions of finite sets then A(S) is the sum of B(T) over all subsets T of S
if and only if B(S) is the sum of (-1)^|S-T| A(T) over all subsets T of S.
If we replace B(S) with (-1)^|S| B(S), we get a symmetric form of
inclusion-exclusion: A(S) is the sum of (-1)^|T| B(T) over all subsets T of S
if and only if B(S) is the sum of (-1)^|T| A(T) over all subsets T of S.
We study instances of symmetric inclusion-exclusion in which the functions A
and B have combinatorial or probabilistic interpretations. In particular, we
study cases related to the Polya-Eggenberger urn model in which A(S) and B(S)
depend only on the cardinality of S.Comment: 10 page
Partial Match Queries in Two-Dimensional Quadtrees : a Probabilistic Approach
We analyze the mean cost of the partial match queries in random
two-dimensional quadtrees. The method is based on fragmentation theory. The
convergence is guaranteed by a coupling argument of Markov chains, whereas the
value of the limit is computed as the fixed point of an integral equation
A limit process for partial match queries in random quadtrees and -d trees
We consider the problem of recovering items matching a partially specified
pattern in multidimensional trees (quadtrees and -d trees). We assume the
traditional model where the data consist of independent and uniform points in
the unit square. For this model, in a structure on points, it is known that
the number of nodes to visit in order to report the items matching
a random query , independent and uniformly distributed on ,
satisfies , where and
are explicit constants. We develop an approach based on the analysis of
the cost of any fixed query , and give precise estimates
for the variance and limit distribution of the cost . Our results
permit us to describe a limit process for the costs as varies in
; one of the consequences is that ; this settles a question of
Devroye [Pers. Comm., 2000].Comment: Published in at http://dx.doi.org/10.1214/12-AAP912 the Annals of
Applied Probability (http://www.imstat.org/aap/) by the Institute of
Mathematical Statistics (http://www.imstat.org). arXiv admin note: text
overlap with arXiv:1107.223
A limit field for orthogonal range searches in two-dimensional random point search trees
We consider the cost of general orthogonal range queries in random quadtrees.
The cost of a given query is encoded into a (random) function of four variables
which characterize the coordinates of two opposite corners of the query
rectangle. We prove that, when suitably shifted and rescaled, the random cost
function converges uniformly in probability towards a random field that is
characterized as the unique solution to a distributional fixed-point equation.
We also state similar results for -d trees. Our results imply for instance
that the worst case query satisfies the same asymptotic estimates as a typical
query, and thereby resolve an old question of Chanzy, Devroye and Zamora-Cura
[\emph{Acta Inf.}, 37:355--383, 2000]Comment: 24 pages, 8 figure
Width and mode of the profile for some random trees of logarithmic height
We propose a new, direct, correlation-free approach based on central moments
of profiles to the asymptotics of width (size of the most abundant level) in
some random trees of logarithmic height. The approach is simple but gives
precise estimates for expected width, central moments of the width and almost
sure convergence. It is widely applicable to random trees of logarithmic
height, including recursive trees, binary search trees, quad trees,
plane-oriented ordered trees and other varieties of increasing trees.Comment: Published at http://dx.doi.org/10.1214/105051606000000187 in the
Annals of Applied Probability (http://www.imstat.org/aap/) by the Institute
of Mathematical Statistics (http://www.imstat.org
Singularity analysis, Hadamard products, and tree recurrences
We present a toolbox for extracting asymptotic information on the
coefficients of combinatorial generating functions. This toolbox notably
includes a treatment of the effect of Hadamard products on singularities in the
context of the complex Tauberian technique known as singularity analysis. As a
consequence, it becomes possible to unify the analysis of a number of
divide-and-conquer algorithms, or equivalently random tree models, including
several classical methods for sorting, searching, and dynamically managing
equivalence relationsComment: 47 pages. Submitted for publicatio