The Ballot
Problem
Marc Renault
This web page is designed to accompany the article Lost
(and Found) in Translation: André’s Actual
Method and its Application to the Generalized Ballot Problem. This article appeared in the American
Mathematical Monthly, April 2008.
I gave a 15-minute talk on this at MathFest in August
2007. Here are the slides.
I have also written the article Four Proofs
of the Ballot Theorem, which appeared in Mathematics Magazine, December
2007.
The Ballot Problem
Suppose that candidates
A and B
are in an election. A
receives a votes and B receives
b votes, with
a > b.
The Ballot Problem:
How many ways can the a + b votes be arranged so that A maintains a lead throughout the counting of
the ballots?
Answer: .
The Generalized Ballot
Problem: Suppose a
> kb for some positive integer k. How many ways can the a +
b
votes be arranged so that A
always has more than k
times as many votes as B
throughout the counting of the ballots?
Answer: .
(Some authors refer to both of the above as the ballot
problem, and use “generalized ballot problem” for something even more general.)
Web Resources
MathWorld
Biography
of J. Bertrand
Articles
The following articles were cited in Lost (and Found) in Translation…
The three article from 1887 were found at http://math-doc.ujf-grenoble.fr/RBSM/.
The two articles from 1923 were found at http://retro.seals.ch/digbib/home.
1887 J. Bertrand, Solution d’un problème, Comptes Rendus de l’Académie des Sciences,
Paris 105 (1887) p. 369.
Original Translation
1887 É. Barbier, Généralisation du problème
résolu par M. Bertrand, Comptes Rendus de
l’Académie des Sciences, Paris 105 (1887) p. 407.
Original Translation
1887 D. André, Solution directed du problème
résolu par M. Bertrand, Comptes Rendus de
l’Académie des Sciences, Paris 105 (1887) 436–437.
Original Translation
1923 J. Aebly, Démonstration du problème du
scrutin par des considérations géométriques, L’enseignement mathématique 23 (1923) 185–186
Original Translation
1923 D. Mirimanoff, A propos de l’interprétation
géométrique du problème du scrutin, L’enseignement
mathématique 23 (1923), 187–189.
Original Translation
1947 A. Dvoretzky and Th. Motzkin, A problem of
arrangements, Duke Math. J. 14 (1947) 305–313.
1991 P. Hilton and J. Pedersen, Catalan numbers,
their generalizations, and their uses, Math.
Intell. 13 (1991) 64–75.
2003 I.P. Goulden and Luis G. Serrano,
Maintaining the Spirit of the Reflection Principle when the Boundary has
Arbitrary Integer Slope, J. Combinatorial
Theory (A) 104 (2003) 317-326.
Article is available from Goulden’s web
site.
Some Sources Citing the Reflection
Method and André
Please note: Many
excellent articles and reputable sources claim (incorrectly) that André used
the reflection method. I have created
this list not to question the quality of the sources, but only to show the
prevalence of the misattribution.
Sources are listed starting with the most recent.
- MathWorld -
Claims André used the reflection method.
- I.P.
Goulden and Luis G. Serrano, Maintaining the Spirit of the Reflection
Principle when the Boundary has Arbitrary Integer Slope, J. Combinatorial Theory (A) 104
(2003) 317-326.
p. 2: “André gave a direct geometric bijection between the subset of bad
paths and the set A of all paths
from (1, -1) to (m, n), and the result then follows
immediately, since |A| = C(m + n, m – 1). In the bijection, the
initial portion of the path up to the first point that lies on the line y = x – 1 is reflected about the line y = x – 1, and so
André’s beautiful method of proof is called the reflection principle.”
- J.H.
Van Lint and R.M. Wilson, A Course
in Combinatorics, Cambridge University Press, 2001.
p. 151: “The reflection principle of Fig. 14.2 was used by the French
combinatorialist D. André (1840-1917) in his solution of Bertrand’s famous
ballot problem…”
- I.
Karatzas and S.E. Shreve, Brownian Motion and Stochastic Calculus,
Springer, 1998.
When introducing the reflection principle, they cite P. Lévy 1948 p. 293
(see below). Then they write “Here
is the argument of Désiré André…” and proceed with the reflection method.
- H.
Bauer, Probability Theory,
Walter de Gruyter, Berlin, New York, 1996.
p. 231: “In the literature, this reflection principle is usually
attributed to D. André (1840-1918).
It occurs in the form of such a geometric argument in André
[1887].”
- P.
Hilton and J. Pedersen, Catalan numbers, their generalizations, and their
uses, Math. Intell. 13 (1991)
64–75.
Claims André used the reflection method.
- D.
Stanton and D. White, Constructive
Combinatorics, Springer-Verlag, New York, 1986.
Attributes the reflection method to André.
- D.
Zeilberger, André’s reflection proof generalized to the many-candidate
ballot problem, Discrete Mathematics
44 (1983) 325-326.
Remarks that André used the reflection method.
- L.
Comtet, Advanced Combinatorics, the
Art of Finite and Infinite Expressions, D. Reidel, Dordrecht-Holland,
1974.
I don’t believe Comtet actually means to attribute the reflection method
to André, though he may be unclear on this matter. After posing the ballot problem he
writes, “This is the famous ballot
problem formulated by [Bertrand, 1887]; we give the elegant solution
of [André, 1887].” He then goes on
to write “We first formulate the principle
of reflection, which essentially is due to André.” Comtet includes references to many of
André’s works. His use of the word “essentially”
seems to indicate that he recognizes a subtle distinction.
- A.
Papoulis, Probability, Random
Variables, and Stochastic Processes, McGraw-Hill, New York 1965.
On page 505 Papoulis writes “The reflection principle† (of Désiré André),
loosely phrased, says that the functions of a Wiener-Lévy process that
cross a line w = d (this line
will be denoted by Ld)
continue on symmetrical paths.” At
the dagger, Papoulis includes a footnote citing J.L. Doob, Stochastic Processes (see below).
- W.
Feller, An Introduction to
Probability Theory and Its Applications, Second Edition, John Wiley
& Sons, Inc., New York 1957.
p. 66. Feller introduces the ballot
problem then writes in the footnote: “For the history and literature see
A. Dvoretzky and T. Motzkin, A problem of arrangements, Duke Mathematical
Journal, vol. 14 (1947), pp. 305-313.
As these authors point out, most of the formally different proofs
in reality use the reflection principle (lemma 1 of section 2), but
without the geometric interpretation this principle loses its simplicity
and appears as a curious trick.”
p. 70. Upon considering the
reflection method, Feller writes in the footnote “The probability
literature attributes this method to D. André (1887). The text reduces it to a lemma on random
walks. The classical difference
equations of random walks (chapter XIV) closely resemble differential
equations, and the reflection principle (even a stronger form of it) is
familiar in that theory under the name of Lord Kelvin’s method of images.”
In the first edition of this book (1950) no mention is made of André or
the reflection principle.
- J.L.
Doob, Stochastic Processes, John
Wiley & Sons, Inc., New York 1953.
On page 393, in a section on Brownian movement process, Doob writes “The
exact evaluation (2.3) and similar exact evaluations are easily made, once
sample function continuity has been proved, using what is known as the
reflection principle of Désiré André.”
In the preface, Doob thanks Feller for reading and commenting on earlier
versions of the manuscript. Perhaps
this is why Feller includes the reflection principle in the second edition
of his book, but not the first?
- P.
Lévy, Processus Stochastiques et
Mouvement Brownien Gauthier-Villars, Paris, 1948. (?)
In the book Brownian Motion and
Stochastic Calculus by Shreve and Karatzas (Springer 1998), page 293
of this Lévy source is cited.
However, I’ve been unable to find any reference to André or the
reflection principle in Lévy.
- Are
there any references to André and the reflection principle prior to 1953?