Kolmogorov Distribution
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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 Soviet mathematician who contributed to the mathematics of probability theory, topology, intuitionistic logic, turbulence, classical mechanics, algorithmic information theory and
computational complexity In computer science, the computational complexity or simply complexity of an algorithm is the amount of resources required to run it. Particular focus is given to computation time (generally measured by the number of needed elementary operations) ...
.


Biography


Early life

Andrey Kolmogorov was born in Tambov, about 500 kilometers south-southeast of Moscow, in 1903. His unmarried mother, Maria Y. Kolmogorova, died giving birth to him. Andrey was raised by two of his aunts in Tunoshna (near Yaroslavl) at the estate of his grandfather, a well-to-do nobleman. Little is known about Andrey's father. He was supposedly named Nikolai Matveevich Kataev and had been an agronomist. Kataev had been exiled from St. Petersburg to the Yaroslavl province after his participation in the revolutionary movement against the
tsar Tsar ( or ), also spelled ''czar'', ''tzar'', or ''csar'', is a title used by East Slavs, East and South Slavs, South Slavic monarchs. The term is derived from the Latin word ''Caesar (title), caesar'', which was intended to mean "emperor" i ...
s. He disappeared in 1919 and was presumed to have been killed in the Russian Civil War. Andrey Kolmogorov was educated in his aunt Vera's village school, and his earliest literary efforts and mathematical papers were printed in the school journal "The Swallow of Spring". Andrey (at the age of five) was the "editor" of the mathematical section of this journal. Kolmogorov's first mathematical discovery was published in this journal: at the age of five he noticed the regularity in the sum of the series of odd numbers: 1 = 1^2; 1 + 3 = 2^2; 1 + 3 + 5 = 3^2, etc. In 1910, his aunt adopted him, and they moved to Moscow, where he graduated from high school in 1920. Later that same year, Kolmogorov began to study at Moscow State University and at the same time Mendeleev Moscow Institute of Chemistry and Technology. Kolmogorov writes about this time: "I arrived at Moscow University with a fair knowledge of mathematics. I knew in particular the beginning of set theory. I studied many questions in articles in the Encyclopedia of Brockhaus and Efron, filling out for myself what was presented too concisely in these articles." Kolmogorov gained a reputation for his wide-ranging erudition. While an undergraduate student in college, he attended the seminars of the Russian historian S. V. Bakhrushin, and he published his first research paper on the fifteenth and sixteenth centuries' landholding practices in the Novgorod Republic. During the same period (1921–22), Kolmogorov worked out and proved several results in set theory and in the theory of
Fourier series A Fourier series () is a summation of harmonically related sinusoidal functions, also known as components or harmonics. The result of the summation is a periodic function whose functional form is determined by the choices of cycle length (or ''p ...
.


Adulthood

In 1922, Kolmogorov gained international recognition for constructing a
Fourier series A Fourier series () is a summation of harmonically related sinusoidal functions, also known as components or harmonics. The result of the summation is a periodic function whose functional form is determined by the choices of cycle length (or ''p ...
that diverges almost everywhere. Around this time, he decided to devote his life to
mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
. In 1925, Kolmogorov graduated from Moscow State University and began to study under the supervision of Nikolai Luzin. He formed a lifelong close friendship with Pavel Alexandrov, a fellow student of Luzin; indeed, several researchers have concluded that the two friends were involved in a homosexual relationship, although neither acknowledged this openly during their lifetimes. Kolmogorov (together with Aleksandr Khinchin) became interested in probability theory. Also in 1925, he published his work in intuitionistic logic, "On the principle of the excluded middle", in which he proved that under a certain interpretation, all statements of classical formal logic can be formulated as those of intuitionistic logic. In 1929, Kolmogorov earned his Doctor of Philosophy (Ph.D.) degree, from Moscow State University. In 1930, Kolmogorov went on his first long trip abroad, traveling to Göttingen and Munich, and then to Paris. He had various scientific contacts in Göttingen, first with Richard Courant and his students working on limit theorems, where diffusion processes turned out to be the limits of discrete random processes, then with
Hermann Weyl Hermann Klaus Hugo Weyl, (; 9 November 1885 – 8 December 1955) was a German mathematician, theoretical physicist and philosopher. Although much of his working life was spent in Zürich, Switzerland, and then Princeton, New Jersey, he is assoc ...
in intuitionistic logic, and lastly with Edmund Landau in function theory. His pioneering work, ''About the Analytical Methods of Probability Theory,'' was published (in German) in 1931. Also in 1931, he became a professor at Moscow State University. In 1933, Kolmogorov published his book, ''Foundations of the Theory of Probability'', laying the modern axiomatic foundations of probability theory and establishing his reputation as the world's leading expert in this field. In 1935, Kolmogorov became the first chairman of the department of probability theory at Moscow State University. Around the same years (1936) Kolmogorov contributed to the field of ecology and generalized the Lotka–Volterra model of
predator–prey Predation is a biological interaction where one organism, the predator, kills and eats another organism, its prey. It is one of a family of common feeding behaviours that includes parasitism and micropredation (which usually do not kill th ...
systems. During the Great Purge in 1936, Kolmogorov's doctoral advisor Nikolai Luzin became a high-profile target of Stalin's regime, in what is now called the "Luzin Affair". Kolmogorov and several other students of Luzin testified against Luzin, accusing him of plagiarism, nepotism, and other forms of misconduct; the hearings eventually concluded that he was a servant to "fascistoid science" and thus an enemy of the Soviet people. Luzin lost his academic positions, but curiously, he was not arrested nor expelled from the Academy of Sciences of the Soviet Union. The question of whether Kolmogorov and others were coerced into testifying against their teacher remains a topic of considerable speculation among historians; all parties involved refused to publicly discuss the case for the rest of their lives. Soviet-Russian mathematician
Semën Samsonovich Kutateladze Semën Samsonovich Kutateladze (born October 2, 1945 in Leningrad, now St. Petersburg) is a mathematician. He is known for contributions to functional analysis and its applications to vector lattices and optimization. In particular, he has made ...
concluded in 2013, after reviewing archival documents made available during the 1990s and other surviving testimonies, that the students of Luzin had initiated the accusations against Luzin out of personal acrimony; there was no evidence that the students were coerced by the state, nor was there any evidence to support their allegations of academic misconduct. Soviet historian of mathematics A.P. Yushkevich surmised that, unlike many of the other high-profile persecutions of the era, Stalin did not personally initiate the persecution of Luzin, and eventually concluded that he was not a threat to the regime, which would explain the unusually mild punishment relative to other contemporaries. In a 1938 paper, Kolmogorov "established the basic theorems for smoothing and predicting stationary
stochastic processes In probability theory and related fields, a stochastic () or random process is a mathematical object usually defined as a family of random variables. Stochastic processes are widely used as mathematical models of systems and phenomena that appe ...
"—a paper that had major military applications during the
Cold War The Cold War is a term commonly used to refer to a period of geopolitical tension between the United States and the Soviet Union and their respective allies, the Western Bloc and the Eastern Bloc. The term '' cold war'' is used because the ...
. In 1939, he was elected a full member (academician) of the USSR Academy of Sciences. During World War II Kolmogorov contributed to the Russian war effort by applying statistical theory to artillery fire, developing a scheme of stochastic distribution of
barrage balloon A barrage balloon is a large uncrewed tethered balloon used to defend ground targets against aircraft attack, by raising aloft steel cables which pose a severe collision risk to aircraft, making the attacker's approach more difficult. Early barra ...
s intended to help protect Moscow from German bombers. In his study of
stochastic processes In probability theory and related fields, a stochastic () or random process is a mathematical object usually defined as a family of random variables. Stochastic processes are widely used as mathematical models of systems and phenomena that appe ...
, especially Markov processes, Kolmogorov and the British mathematician
Sydney Chapman Sydney Chapman may refer to: *Sir Sydney Chapman (economist) (1871–1951), British economist and civil servant * Sydney Chapman (mathematician) (1888–1970), FRS, British mathematician *Sir Sydney Chapman (politician) Sir Sydney Brookes Chapma ...
independently developed the pivotal set of equations in the field, which have been given the name of the
Chapman–Kolmogorov equation In mathematics, specifically in the theory of Markovian stochastic processes in probability theory, the Chapman–Kolmogorov equation(CKE) is an identity relating the joint probability distributions of different sets of coordinates on a stochastic p ...
s. Later, Kolmogorov focused his research on turbulence, where his publications (beginning in 1941) influenced the field. In classical mechanics, he is best known for the Kolmogorov–Arnold–Moser theorem, first presented in 1954 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 ...
. In 1957, working jointly with his student Vladimir Arnold, he solved a particular interpretation of Hilbert's thirteenth problem. Around this time he also began to develop, and was considered a founder of, algorithmic complexity theory – often referred to as Kolmogorov complexity theory. Kolmogorov married Anna Dmitrievna Egorova in 1942. He pursued a vigorous teaching routine throughout his life, not only at the university level but also with younger children, as he was actively involved in developing a pedagogy for gifted children (in literature, music, and mathematics). At Moscow State University, Kolmogorov occupied different positions, including the heads of several departments: probability,
statistics Statistics (from German language, German: ''wikt:Statistik#German, Statistik'', "description of a State (polity), state, a country") is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of ...
, and random processes; mathematical logic. He also served as the Dean of the Moscow State University Department of Mechanics and Mathematics. In 1971, Kolmogorov joined an oceanographic expedition aboard the research vessel ''
Dmitri Mendeleev Dmitri Ivanovich Mendeleev (sometimes transliterated as Mendeleyev or Mendeleef) ( ; russian: links=no, Дмитрий Иванович Менделеев, tr. , ; 8 February Old_Style_and_New_Style_dates">O.S._27_January.html" ;"title="O ...
''. He wrote a number of articles for the '' Great Soviet Encyclopedia.'' In his later years, he devoted much of his effort to the mathematical and philosophical relationship between probability theory in abstract and applied areas. Kolmogorov died in Moscow in 1987, and his remains were buried in the
Novodevichy cemetery Novodevichy Cemetery ( rus, Новоде́вичье кла́дбище, Novodevichye kladbishche) is a cemetery in Moscow. It lies next to the southern wall of the 16th-century Novodevichy Convent, which is the city's third most popular tourist ...
. A quotation attributed to Kolmogorov is ranslated into English "Every mathematician believes that he is ahead of the others. The reason none state this belief in public is because they are intelligent people." Vladimir Arnold once said: "Kolmogorov –
Poincaré Poincaré is a French surname. Notable people with the surname include: * Henri Poincaré (1854–1912), French physicist, mathematician and philosopher of science * Henriette Poincaré (1858-1943), wife of Prime Minister Raymond Poincaré * Luci ...
Gauss
Euler Leonhard Euler ( , ; 15 April 170718 September 1783) was a Swiss mathematician, physicist, astronomer, geographer, logician and engineer who founded the studies of graph theory and topology and made pioneering and influential discoveries in ma ...
Newton Newton most commonly refers to: * Isaac Newton (1642–1726/1727), English scientist * Newton (unit), SI unit of force named after Isaac Newton Newton may also refer to: Arts and entertainment * ''Newton'' (film), a 2017 Indian film * Newton ( ...
, are only five lives separating us from the source of our science".


Awards and honours

Kolmogorov received numerous awards and honours both during and after his lifetime: * Member of the Russian Academy of Sciences * Awarded the Stalin Prize in 1941 * Elected an Honorary Member of the American Academy of Arts and Sciences in 1959 * Elected member of the American Philosophical Society in 1961 * Award the
Balzan Prize The International Balzan Prize Foundation awards four annual monetary prizes to people or organizations who have made outstanding achievements in the fields of humanities, natural sciences, culture, as well as for endeavours for peace and the br ...
in 1962 * Elected a Foreign Member of the
Royal Netherlands Academy of Arts and Sciences The Royal Netherlands Academy of Arts and Sciences ( nl, Koninklijke Nederlandse Akademie van Wetenschappen, abbreviated: KNAW) is an organization dedicated to the advancement of science and literature in the Netherlands. The academy is housed ...
in 1963 * Elected a Foreign Member of the Royal Society (ForMemRS) in 1964. * Awarded the Lenin Prize in 1965 * Elected member of the United States
National Academy of Sciences The National Academy of Sciences (NAS) is a United States nonprofit, non-governmental organization. NAS is part of the National Academies of Sciences, Engineering, and Medicine, along with the National Academy of Engineering (NAE) and the Nati ...
in 1967 * Awarded the Wolf Prize in 1980 * Awarded the Lobachevsky Prize in 1986 The following are named in Kolmogorov's honour: *
Fisher–Kolmogorov equation In mathematics, Fisher's equation (named after statistician and biologist Ronald Fisher) also known as the Kolmogorov–Petrovsky–Piskunov equation (named after Andrey Kolmogorov, Ivan Petrovsky, and Nikolai Piskunov), KPP equation or Fisher ...
* Johnson–Mehl–Avrami–Kolmogorov equation * Kolmogorov axioms * Kolmogorov equations (also known as the Fokker–Planck equations in the context of diffusion and in the forward case) * Kolmogorov dimension (
upper box dimension Upper may refer to: * Shoe upper or ''vamp'', the part of a shoe on the top of the foot * Stimulant, drugs which induce temporary improvements in either mental or physical function or both * ''Upper'', the original film title for the 2013 found fo ...
) * Kolmogorov–Arnold theorem * Kolmogorov–Arnold–Moser theorem * Kolmogorov continuity theorem * Kolmogorov's criterion * Kolmogorov extension theorem *
Kolmogorov's three-series theorem In probability theory, Kolmogorov's Three-Series Theorem, named after Andrey Kolmogorov, gives a criterion for the almost sure convergence of an infinite series of random variables in terms of the convergence of three different series involving prop ...
* Convergence of Fourier series * Gnedenko-Kolmogorov central limit theorem * Quasi-arithmetic mean (it is also called Kolmogorov mean) *
Kolmogorov homology In algebraic topology, Steenrod homology is a homology theory for compact metric spaces introduced by , based on regular cycles. It is similar to the homology theory introduced rather sketchily by Andrey Kolmogorov Andrey Nikolaevich Kolmogorov ...
* Kolmogorov's inequality * Landau–Kolmogorov inequality *
Kolmogorov integral In mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in mode ...
* Brouwer–Heyting–Kolmogorov interpretation * Kolmogorov microscales * Kolmogorov's normability criterion * Fréchet–Kolmogorov theorem * Kolmogorov space * Kolmogorov complexity * Kolmogorov–Smirnov test * Wiener filter (also known as Wiener–Kolmogorov filtering theory) * Wiener–Kolmogorov prediction * Kolmogorov automorphism * Kolmogorov's characterization of reversible diffusions * Borel–Kolmogorov paradox *
Chapman–Kolmogorov equation In mathematics, specifically in the theory of Markovian stochastic processes in probability theory, the Chapman–Kolmogorov equation(CKE) is an identity relating the joint probability distributions of different sets of coordinates on a stochastic p ...
* Hahn–Kolmogorov theorem * Johnson–Mehl–Avrami–Kolmogorov equation * Kolmogorov–Sinai entropy * Astronomical seeing described by Kolmogorov's turbulence law *
Kolmogorov structure function In 1973, Andrey Kolmogorov proposed a non-probabilistic approach to statistics and model selection. Let each datum be a finite binary string and a model be a finite set of binary strings. Consider model classes consisting of models of given maximal ...
* Kolmogorov–Uspenskii machine model * Kolmogorov's zero–one law * Kolmogorov–Zurbenko filter *
Kolmogorov's two-series theorem In probability theory, Kolmogorov's two-series theorem is a result about the convergence of random series. It follows from Kolmogorov's inequality and is used in one proof of the strong law of large numbers. Statement of the theorem Let \left( ...
* Rao–Blackwell–Kolmogorov theorem * Khinchin–Kolmogorov theorem * Kolmogorov's Strong
Law of Large Numbers In probability theory, the law of large numbers (LLN) is a theorem that describes the result of performing the same experiment a large number of times. According to the law, the average of the results obtained from a large number of trials shou ...


Bibliography

A bibliography of his works appeared in * ** Translation: * 1991–93. ''Selected works of A.N. Kolmogorov'', 3 vols. Tikhomirov, V. M., ed., Volosov, V. M., trans. Dordrecht: Kluwer Academic Publishers. * 1925. "On the principle of the excluded middle" in Jean van Heijenoort, 1967. ''A Source Book in Mathematical Logic, 1879–1931''. Harvard Univ. Press: 414–37. * * * Kolmogorov, Andrei N. (2005) ''Selected works''. In 6 volumes. Moscow (in Russian) Textbooks: * A. N. Kolmogorov and B. V. Gnedenko. ''"Limit distributions for sums of independent random variables"'', 1954. * A. N. Kolmogorov and
S. V. Fomin Sergei Vasilyevich Fomin (russian: Серге́й Васи́льевич Фоми́н; 9 December 1917 – 17 August 1975) was a Soviet mathematician who was co-author with Andrey Kolmogorov of ''Introductory real analysis'', and co-author wi ...
. ''"Elements of the Theory of Functions and Functional Analysis"''
Publication 1999Publication 2012
Kolmogorov, Andrey Nikolaevich; Fomin, Sergei Vasilyevich (1975) 970 Introductory real analysis. New York: Dover Publications. ..


References


External links


Portal dedicated to AN Kolmogorov
(his scientific and popular publications, articles about him).
The Legacy of Andrei Nikolaevich Kolmogorov

Biography at Scholar''pedia''


* ttp://www.probabilityandfinance.com/articles/04.pdf The origins and legacy of Kolmogorov's Grundbegriffe
Vitanyi, P.M.B., Andrey Nikolaevich Kolmogorov. Scholarpedia, 2(2):2798; 2007

Collection of links to Kolmogorov resources

Interview with Professor A. M. Yaglom about Kolmogorov, Gelfand and other (1988, Ithaca, New York

Kolmogorov School
at Moscow University

at the Computer Learning Research Centre at Royal Holloway, University of London
Lorentz G. G., Mathematics and Politics in the Soviet Union from 1928 to 1953


* ttp://www.math.nsc.ru/LBRT/g2/english/ssk/case_e.html Kutateladze S. S., The Tragedy of Mathematics in Russia
Video recording of the G. Falkovich's lecture: "Andrey Nikolaevich Kolmogorov (1903–1987) and the Russian school"
* {{DEFAULTSORT:Kolmogorov, Andrey 1903 births 1987 deaths People from Tambov People from Tambovsky Uyezd Soviet mathematicians Fluid dynamicists 20th-century Russian mathematicians Russian statisticians Control theorists Textbook writers Dynamical systems theorists Probability theorists Russian information theorists Moscow State University alumni Moscow State University faculty Full Members of the USSR Academy of Sciences Members of the French Academy of Sciences Wolf Prize in Mathematics laureates Foreign Members of the Royal Society Foreign associates of the National Academy of Sciences Members of the Royal Netherlands Academy of Arts and Sciences Academicians of the USSR Academy of Pedagogical Sciences Members of the German Academy of Sciences at Berlin Stalin Prize winners Lenin Prize winners Heroes of Socialist Labour Recipients of the Order of Lenin Recipients of the Order of the Red Banner of Labour Measure theorists Members of the American Philosophical Society