Bernoulli excursion
Consider a set of sequences each consisting of elements such that
elements are equal to
,
elements are equal to
, and the sum of the first
elements is greater than or equal to zero for every
. The number of such sequences is given by the
th Catalan number{}
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The first few Catalan numbers are: ,
,
,
,
,
. A sequence is randomly chosen from the
sequences, assuming that all possible sequences are equally probable. Denote by
(
) the sum of the first
elements in this chosen sequence and set
. Then
for
and
. The sequence
describes a random walk, which is usually called a Bernoulli excursion (cf. also Bernoulli random walk). One can imagine that a particle performs a random walk on the
-axis. It starts at
and takes
steps. At the
th step the particle moves either a unit distance to the right or a unit distance to the left according to whether the
th element in the random sequence is
or
. At the end of the
th step the position of the particle is
for
.
In probability theory, many problems require the determination of the distributions of various functionals of the Bernoulli excursion. For example, for a single-server queue the distribution of the maximal queue size during a busy period requires the determination of the distribution of the random variable
. Another example is concerned with random trees. There are
complete binary rooted plane trees with
unlabelled vertices. Choose a tree at random, assuming that all the
possible trees are equally probable. Then the height of the random tree has the same distribution as
in the Bernoulli excursion. Explicitly:
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for and
. For other examples see [a1], [a2].
References
[a1] | L. Takács, "A Bernoulli excursion and its various applications" Adv. in Probability , 23 (1991) pp. 557–585 |
[a2] | L. Takács, "Queueing methods in the theory of random graphs" J.H. Dshalalow (ed.) , Advances in Queueing Theory, Methods, and Open Problems , CRC (1995) pp. 45–78 |
Bernoulli excursion. Encyclopedia of Mathematics. URL: http://encyclopediaofmath.org/index.php?title=Bernoulli_excursion&oldid=42607