Sergei Natanovich Bernstein (russian: Серге́й Ната́нович Бернште́йн, sometimes Romanized as ; 5 March 1880 – 26 October 1968) was a Ukrainian and Russian
mathematician
A mathematician is someone who uses an extensive knowledge of mathematics in their work, typically to solve mathematical problems.
Mathematicians are concerned with numbers, data, quantity, structure, space, models, and change.
History
On ...
of Jewish origin known for contributions to
partial differential equations
In mathematics, a partial differential equation (PDE) is an equation which imposes relations between the various partial derivatives of a multivariable function.
The function is often thought of as an "unknown" to be solved for, similarly to ...
,
differential geometry
Differential geometry is a mathematical discipline that studies the geometry of smooth shapes and smooth spaces, otherwise known as smooth manifolds. It uses the techniques of differential calculus, integral calculus, linear algebra and multili ...
,
probability theory
Probability theory is the branch of mathematics concerned with probability. Although there are several different probability interpretations, probability theory treats the concept in a rigorous mathematical manner by expressing it through a set o ...
, and
approximation theory
In mathematics, approximation theory is concerned with how function (mathematics), functions can best be approximation, approximated with simpler functions, and with quantitative property, quantitatively characterization (mathematics), characteri ...
.
Work
Partial differential equations
In his doctoral dissertation, submitted in 1904 to
Sorbonne
Sorbonne may refer to:
* Sorbonne (building), historic building in Paris, which housed the University of Paris and is now shared among multiple universities.
*the University of Paris (c. 1150 – 1970)
*one of its components or linked institution, ...
, Bernstein solved
Hilbert's nineteenth problem
Hilbert's nineteenth problem is one of the 23 Hilbert problems, set out in a list compiled in 1900 by David Hilbert. It asks whether the solutions of regular problems in the calculus of variations are always analytic. Informally, and perhaps less ...
on the analytic solution of elliptic differential equations. His later work was devoted to Dirichlet's boundary problem for non-linear equations of elliptic type, where, in particular, he introduced
a priori estimate
In the theory of partial differential equation
In mathematics, a partial differential equation (PDE) is an equation which imposes relations between the various partial derivatives of a Multivariable calculus, multivariable function.
The functi ...
s.
Probability theory
In 1917, Bernstein suggested the first axiomatic foundation of probability theory, based on the underlying algebraic structure. It was later superseded by the
measure-theoretic approach of
Kolmogorov
Andrey Nikolaevich Kolmogorov ( rus, Андре́й Никола́евич Колмого́ров, p=ɐnˈdrʲej nʲɪkɐˈlajɪvʲɪtɕ kəlmɐˈɡorəf, a=Ru-Andrey Nikolaevich Kolmogorov.ogg, 25 April 1903 – 20 October 1987) was a Sovi ...
.
In the 1920s, he introduced a method for proving
limit theorems for sums of dependent
random variable
A random variable (also called random quantity, aleatory variable, or stochastic variable) is a mathematical formalization of a quantity or object which depends on random events. It is a mapping or a function from possible outcomes (e.g., the po ...
s.
Approximation theory
Through his application of
Bernstein polynomial
In the mathematical field of numerical analysis, a Bernstein polynomial is a polynomial that is a linear combination of Bernstein basis polynomials. The idea is named after Sergei Natanovich Bernstein.
A numerically stable way to evaluate polyn ...
s, he laid the foundations of
constructive function theory In mathematical analysis, constructive function theory is a field which studies the connection between the smoothness of a function and its degree of approximation. It is closely related to approximation theory. The term was coined by Sergei Berns ...
, a field studying the connection between smoothness properties of a function and its approximations by polynomials. In particular, he proved the
Weierstrass approximation theorem
Karl Theodor Wilhelm Weierstrass (german: link=no, Weierstraß ; 31 October 1815 – 19 February 1897) was a German mathematician often cited as the "father of modern analysis". Despite leaving university without a degree, he studied mathematics ...
and
Bernstein's theorem (approximation theory)
In approximation theory, Bernstein's theorem is a converse to Jackson's theorem. The first results of this type were proved by Sergei Bernstein in 1912.
For approximation by trigonometric polynomials, the result is as follows:
Let ''f'': , 2 ...
. Bernstein polynomials also form the mathematical basis for
Bézier curve
A Bézier curve ( ) is a parametric curve used in computer graphics and related fields. A set of discrete "control points" defines a smooth, continuous curve by means of a formula. Usually the curve is intended to approximate a real-world shape t ...
s, which later became important in computer graphics.
International Congress of Mathematicians
Bernstein was an invited speaker at the
International Congress of Mathematicians
The International Congress of Mathematicians (ICM) is the largest conference for the topic of mathematics. It meets once every four years, hosted by the International Mathematical Union (IMU).
The Fields Medals, the Nevanlinna Prize (to be rename ...
(ICM) in Cambridge, England in 1912 and in Bologna in 1928 and a plenary speaker at the ICM in Zurich. His plenary address ''Sur les liaisons entre quantités aléatoires'' was read by
Bohuslav Hostinsky.
Publications
* S. N. Bernstein, ''Collected Works'' (Russian):
** vol. 1, ''The Constructive Theory of Functions'' (1905–1930), translated: Atomic Energy Commission, Springfield, Va, 1958
** vol. 2, ''The Constructive Theory of Functions'' (1931–1953)
** vol. 3, ''Differential equations, calculus of variations and geometry'' (1903–1947)
** vol. 4, ''Theory of Probability. Mathematical statistics'' (1911–1946)
* S. N. Bernstein, ''The Theory of Probabilities'' (Russian), Moscow, Leningrad, 1946
See also
*
A priori estimate
In the theory of partial differential equation
In mathematics, a partial differential equation (PDE) is an equation which imposes relations between the various partial derivatives of a Multivariable calculus, multivariable function.
The functi ...
*
Bernstein algebra In mathematical genetics, a genetic algebra is a (possibly non-associative) algebra used to model inheritance in genetics. Some variations of these algebras are called train algebras, special train algebras, gametic algebras, Bernstein algebras, c ...
*
Bernstein's inequality (mathematical analysis) Bernstein's theorem is an inequality relating the maximum modulus of a complex polynomial function on the unit disk with the maximum modulus of its derivative on the unit disk. It was proven by Sergei Bernstein while he was working on approximation ...
*
Bernstein inequalities in probability theory In probability theory, Bernstein inequalities give bounds on the probability that the sum of random variables deviates from its mean. In the simplest case, let ''X''1, ..., ''X'n'' be independent Bernoulli trial, Bernoulli random variab ...
*
Bernstein polynomial
In the mathematical field of numerical analysis, a Bernstein polynomial is a polynomial that is a linear combination of Bernstein basis polynomials. The idea is named after Sergei Natanovich Bernstein.
A numerically stable way to evaluate polyn ...
*
Bernstein's problem
In differential geometry, Bernstein's problem is as follows: if the graph of a function on R''n''−1 is a minimal surface in R''n'', does this imply that the function is linear?
This is true in dimensions ''n'' at most 8, but false in dimens ...
*
Bernstein's theorem (approximation theory)
In approximation theory, Bernstein's theorem is a converse to Jackson's theorem. The first results of this type were proved by Sergei Bernstein in 1912.
For approximation by trigonometric polynomials, the result is as follows:
Let ''f'': , 2 ...
*
Bernstein's theorem on monotone functions In real analysis, a branch of mathematics, Bernstein's theorem states that every real number, real-valued function (mathematics), function on the half-line that is totally monotone is a mixture of exponential functions. In one important special ca ...
*
Bernstein–von Mises theorem
In Bayesian inference, the Bernstein-von Mises theorem provides the basis for using Bayesian credible sets for confidence statements in parametric models. It states that under some conditions, a posterior distribution converges in the limit of in ...
*
Stone–Weierstrass theorem
In mathematical analysis, the Weierstrass approximation theorem states that every continuous function defined on a closed interval can be uniformly approximated as closely as desired by a polynomial function. Because polynomials are among the si ...
Notes
References
*
External links
*
Sergei Natanovich Bernsteinand history of approximation theory from
Technion — Israel Institute of TechnologyAuthor profilein the database
zbMATH
zbMATH Open, formerly Zentralblatt MATH, is a major reviewing service providing reviews and abstracts for articles in pure mathematics, pure and applied mathematics, produced by the Berlin office of FIZ Karlsruhe – Leibniz Institute for Informa ...
{{DEFAULTSORT:Bernstein, Sergei
1880 births
1968 deaths
Scientists from Odesa
People from Odessky Uyezd
Odesa Jews
Soviet mathematicians
Approximation theorists
Mathematical analysts
PDE theorists
Probability theorists
19th-century mathematicians from the Russian Empire
20th-century Russian mathematicians
Expatriates from the Russian Empire in France
University of Paris alumni
Moscow State University faculty
National University of Kharkiv academic personnel
Corresponding Members of the Russian Academy of Sciences (1917–1925)
Full Members of the USSR Academy of Sciences
Stalin Prize winners
Recipients of the Order of Lenin
Recipients of the Order of the Red Banner of Labour
Burials at Novodevichy Cemetery