TheInfoList

John von Neumann (; hu, Neumann János Lajos, ; December 28, 1903 – February 8, 1957) was a
Hungarian-American Hungarian Americans (Hungarian language, Hungarian: ''amerikai magyarok'') are United States, Americans of Hungarian people, Hungarian descent. The U.S. Census Bureau has estimated that there are approximately 1.396 million Americans of Hungarian ...
mathematician A mathematician is someone who uses an extensive knowledge of mathematics Mathematics (from Greek: ) includes the study of such topics as numbers ( and ), formulas and related structures (), shapes and spaces in which they are contained ( ...

,
physicist A physicist is a scientist A scientist is a person who conducts scientific research The scientific method is an Empirical evidence, empirical method of acquiring knowledge that has characterized the development of science since at leas ...

,
computer scientist A computer scientist is a person who has acquired the knowledge of computer science Computer science deals with the theoretical foundations of information, algorithms and the architectures of its computation as well as practical techniques ...

,
engineer Engineers, as practitioners of engineering, are Professional, professionals who Invention, invent, design, analyze, build and test Machine, machines, complex systems, architecture, structures, gadgets and materials to fulfill functional objecti ...

and
polymath A polymath ( el, πολυμαθής, , "having learned much"; la, homo universalis, "universal human") is an individual whose knowledge spans a substantial number of subjects, known to draw on complex bodies of knowledge to solve specific prob ...

. Von Neumann was generally regarded as the foremost mathematician of his time and said to be "the last representative of the great mathematicians". He integrated
pure Pure may refer to: Computing * A pure function * A virtual function, pure virtual function * PureSystems, a family of computer systems introduced by IBM in 2012 * Pure Software, a company founded in 1991 by Reed Hastings to support the Purify too ...
and
applied sciences Applied science is the use of the scientific method The scientific method is an Empirical evidence, empirical method of acquiring knowledge that has characterized the development of science since at least the 17th century. It involves caref ...
. Von Neumann made major contributions to many fields, including
mathematics Mathematics (from Greek: ) includes the study of such topics as numbers (arithmetic and number theory), formulas and related structures (algebra), shapes and spaces in which they are contained (geometry), and quantities and their changes (cal ...
(
foundations of mathematics Foundations of mathematics is the study of the philosophical Philosophy (from , ) is the study of general and fundamental questions, such as those about existence Existence is the ability of an entity to interact with physical or mental r ...
,
functional analysis 200px, One of the possible modes of vibration of an idealized circular drum head. These modes are eigenfunctions of a linear operator on a function space, a common construction in functional analysis. Functional analysis is a branch of mathemat ...
,
ergodic theory Ergodic theory ( Greek: ' "work", ' "way") is a branch of mathematics Mathematics (from Ancient Greek, Greek: ) includes the study of such topics as quantity (number theory), mathematical structure, structure (algebra), space (geometry), and ...
,
group theory In mathematics Mathematics (from Greek: ) includes the study of such topics as numbers ( and ), formulas and related structures (), shapes and spaces in which they are contained (), and quantities and their changes ( and ). There is no ...
,
representation theory Representation theory is a branch of mathematics that studies abstract algebra, abstract algebraic structures by ''representing'' their element (set theory), elements as linear transformations of vector spaces, and studies Module (mathematics), ...
,
operator algebras In functional analysis, a branch of mathematics, an operator algebra is an algebra over a field, algebra of continuous function (topology), continuous linear operators on a topological vector space, with the multiplication given by the composition ...
,
geometry Geometry (from the grc, γεωμετρία; ' "earth", ' "measurement") is, with , one of the oldest branches of . It is concerned with properties of space that are related with distance, shape, size, and relative position of figures. A mat ...

,
topology In mathematics Mathematics (from Greek: ) includes the study of such topics as numbers (arithmetic and number theory), formulas and related structures (algebra), shapes and spaces in which they are contained (geometry), and quantities ...

, and
numerical analysis Numerical analysis is the study of algorithms that use numerical approximation (as opposed to symbolic computation, symbolic manipulations) for the problems of mathematical analysis (as distinguished from discrete mathematics). Numerical analysis ...
),
physics Physics is the that studies , its , its and behavior through , and the related entities of and . "Physical science is that department of knowledge which relates to the order of nature, or, in other words, to the regular succession of eve ...

(
quantum mechanics Quantum mechanics is a fundamental theory A theory is a reason, rational type of abstraction, abstract thinking about a phenomenon, or the results of such thinking. The process of contemplative and rational thinking is often associated with ...
,
hydrodynamics In physics and engineering Engineering is the use of scientific method, scientific principles to design and build machines, structures, and other items, including bridges, tunnels, roads, vehicles, and buildings. The discipline of engin ...
, and
quantum statistical mechanics Quantum statistical mechanics is statistical mechanics In physics, statistical mechanics is a mathematical framework that applies Statistics, statistical methods and probability theory to large assemblies of microscopic entities. It does not as ...
),
economics Economics () is a social science Social science is the branch A branch ( or , ) or tree branch (sometimes referred to in botany Botany, also called , plant biology or phytology, is the science of plant life and a bran ...

(
game theory Game theory is the study of mathematical model A mathematical model is a description of a system A system is a group of Interaction, interacting or interrelated elements that act according to a set of rules to form a unified whole. ...
),
computing Computing is any goal-oriented activity requiring, benefiting from, or creating computing machinery. It includes the study and experimentation of algorithmic processes and development of both computer hardware , hardware and software. It has sci ...

(
Von Neumann architecture The von Neumann architecture — also known as the von Neumann model or Princeton architecture — is a computer architecture In computer engineering Computer engineering (CoE or CpE) is a branch of engineering Engineering is ...

,
linear programming File:3dpoly.svg, A closed feasible region of a problem with three variables is a convex polyhedron. The surfaces giving a fixed value of the objective function are Plane (geometry), planes (not shown). The linear programming problem is to find a p ...
,
self-replicating machines A self-replicating machine is a type of autonomous robot that is capable of reproducing itself autonomously using raw materials found in the environment, thus exhibiting self-replication 200px, Molecular structure of DNA ">DNA.html" ;"title=" ...
, stochastic computing), and
statistics Statistics is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of data Data (; ) are individual facts, statistics, or items of information, often numeric. In a more technical sens ...

. He was a pioneer of the application of
operator theoryIn mathematics, operator theory is the study of linear operators on function spaces, beginning with differential operators and integral operators. The operators may be presented abstractly by their characteristics, such as bounded linear operators or ...
to quantum mechanics in the development of functional analysis, and a key figure in the development of game theory and the concepts of
cellular automata A cellular automaton (pl. cellular automata, abbrev. CA) is a discrete model of computation studied in automata theory. Cellular automata are also called cellular spaces, tessellation automata, homogeneous structures, cellular structures, tesse ...

, the universal constructor and the
digital computer A computer is a machine that can be programmed to Execution (computing), carry out sequences of arithmetic or logical operations automatically. Modern computers can perform generic sets of operations known as Computer program, programs. These ...

. Von Neumann published over 150 papers in his life: about 60 in pure mathematics, 60 in applied mathematics, 20 in physics, and the remainder on special mathematical subjects or non-mathematical ones. His last work, an unfinished manuscript written while he was in the hospital, was later published in book form as '' The Computer and the Brain''. His analysis of the structure of
self-replication 200px, Molecular structure of DNA Self-replication is any behavior of a dynamical system that yields construction of an identical or similar copy of itself. Cell (biology), Biological cells, given suitable environments, reproduce by cell divisio ...
preceded the discovery of the structure of
DNA Deoxyribonucleic acid (; DNA) is a molecule File:Pentacene on Ni(111) STM.jpg, A scanning tunneling microscopy image of pentacene molecules, which consist of linear chains of five carbon rings. A molecule is an electrically neutral gro ...

. In a shortlist of facts about his life he submitted to the
National Academy of Sciences The National Academy of Sciences (NAS) is a United States nonprofit A nonprofit organization (NPO), also known as a non-business entity, not-for-profit organization, or nonprofit institution, is a legal entity organized and operated for a ...
, he wrote, "The part of my work I consider most essential is that on quantum mechanics, which developed in Göttingen in 1926, and subsequently in Berlin in 1927–1929. Also, my work on various forms of operator theory, Berlin 1930 and Princeton 1935–1939; on the ergodic theorem, Princeton, 1931–1932." During
World War II World War II or the Second World War, often abbreviated as WWII or WW2, was a global war A world war is "a war War is an intense armed conflict between states State may refer to: Arts, entertainment, and media Literatur ...
, von Neumann worked on the
Manhattan Project The Manhattan Project was a research and development Research and development (R&D, R+D), known in Europe as research and technological development (RTD), is the set of innovative activities undertaken by corporations or governments in ...
with theoretical physicist
Edward Teller Edward Teller ( hu, Teller Ede; January 15, 1908 – September 9, 2003) was a Hungarian-American Hungarian Americans (Hungarian language, Hungarian: ''amerikai magyarok'') are United States, Americans of Hungarian people, Hungarian ...
, mathematician
Stanislaw Ulam Stanisław Marcin Ulam (; 13 April 1909 – 13 May 1984) was a Polish scientist in the fields of mathematics and nuclear physics. He participated in the Manhattan Project, originated the History of the Teller–Ulam design, Teller–Ulam des ...
and others, problem-solving key steps in the
nuclear physics Nuclear physics is the field of physics Physics is the that studies , its , its and behavior through , and the related entities of and . "Physical science is that department of knowledge which relates to the order of nature, or, in ot ...
involved in
thermonuclear Thermonuclear fusion is a way to achieve nuclear fusion by using extremely high temperatures. There are two forms of thermonuclear fusion: ''uncontrolled'', in which the resulting energy is released in an uncontrolled manner, as it is in thermonucl ...
reactions and the hydrogen bomb. He developed the mathematical models behind the
explosive lens An explosive lens—as used, for example, in nuclear weapons—is a highly specialized shaped charge. In general, it is a device composed of several explosive charges. These charges are arranged and formed with the intent to control the shape o ...
es used in the
implosion-type nuclear weapon Nuclear weapon designs are physical, chemical, and engineering arrangements that cause the physics package of a nuclear weapon to detonate. There are three existing basic design types: * pure fission weapons, the simplest and least technically ...
and coined the term "kiloton" (of
TNT Trinitrotoluene (; TNT), or more specifically 2,4,6-trinitrotoluene, is a chemical compound A chemical compound is a chemical substance composed of many identical molecules (or molecular entity, molecular entities) composed of atoms from more ...

) as a measure of the explosive force generated. After the war, he served on the General Advisory Committee of the
United States Atomic Energy Commission The United States Atomic Energy Commission, commonly known as the AEC, was an agency of the United States government established after World War II World War II or the Second World War, often abbreviated as WWII or WW2, wa ...
, and consulted for organizations including the
United States Air Force The United States Air Force (USAF) is the air File:Atmosphere gas proportions.svg, Composition of Earth's atmosphere by volume, excluding water vapor. Lower pie represents trace gases that together compose about 0.043391% of the atmosph ...

, the Army's
Ballistic Research Laboratory The Ballistic Research Laboratory (BRL) at Aberdeen Proving Ground Aberdeen Proving Ground (APG) (sometimes erroneously called Aberdeen Proving ''Grounds'') is a U.S. Army facility located adjacent to Aberdeen Aberdeen (; sco, Aiberdeen, ; ...
, the
Armed Forces Special Weapons Project The Armed Forces Special Weapons Project (AFSWP) was a United States military agency responsible for those aspects of nuclear weapons remaining under military control after the Manhattan Project was succeeded by the United States Atomic Energy Co ...
, and the
Lawrence Livermore National Laboratory Lawrence Livermore National Laboratory (LLNL) is a federal research facility in Livermore, California Livermore (formerly Livermores, Livermore Ranch, and Nottingham) is a city in Alameda County, California, in the United States. With an es ...
. As a Hungarian émigré, concerned that the Soviets would achieve nuclear superiority, he designed and promoted the policy of
mutually assured destruction Mutual assured destruction (MAD) is a doctrine Doctrine (from la, Wikt:doctrina, doctrina, meaning "teaching, instruction") is a codification (law), codification of beliefs or a body of teacher, teachings or instructions, taught Value (perso ...
to limit the arms race.

# Early life and education

## Family background

Von Neumann was born on December 28, 1903 to a wealthy, acculturated and non-observant
Jewish Jews ( he, יְהוּדִים ISO 259-2 , Israeli pronunciation ) or Jewish people are an ethnoreligious group and nation originating from the Israelites Israelite origins and kingdom: "The first act in the long drama of Jewish history is ...

family. His Hungarian birth name was Neumann János Lajos. In Hungarian, the family name comes first, and his given names are equivalent to John Louis in English. Von Neumann was born in
Budapest Budapest (, ) is the capital and the List of cities and towns of Hungary, most populous city of Hungary, and the Largest cities of the European Union by population within city limits, ninth-largest city in the European Union by population with ...

,
Kingdom of Hungary The Kingdom of Hungary was a monarchy A monarchy is a form of government A government is the system or group of people governing an organized community, generally a state State may refer to: Arts, entertainment, an ...

, which was then part of the
Austro-Hungarian Empire Austria-Hungary, often referred to as the Austro-Hungarian Empire or the Dual Monarchy, was a constitutional monarchy A constitutional monarchy, parliamentary monarchy, or democratic monarchy is a form of monarchy in which the monarch exer ...

. He was the eldest of three brothers; his two younger siblings were Mihály (English: Michael von Neumann; 1907–1989) and Miklós (Nicholas von Neumann, 1911–2011). His father, Neumann Miksa (Max von Neumann, 1873–1928) was a banker, who held a doctorate in law. He had moved to Budapest from
Pécs Pécs ( , ; german: Fünfkirchen, ; known by #Name, alternative names) is List of cities and towns of Hungary#Largest cities in Hungary, the fifth largest city of Hungary, located on the slopes of the Mecsek mountains in the south-west of the coun ...
at the end of the 1880s. Miksa's father and grandfather were both born in Ond (now part of the town of
Szerencs Szerencs is a town A town is a human settlement. Towns are generally larger than villages and smaller than city, cities, though the criteria to distinguish between them vary considerably in different parts of the world. Origin and us ...
), Zemplén County, northern Hungary. John's mother was Kann Margit (English: Margaret Kann); her parents were Jakab Kann and Katalin Meisels of the Meisels family. Three generations of the Kann family lived in spacious apartments above the Kann-Heller offices in Budapest; von Neumann's family occupied an 18-room apartment on the top floor. On February 20, 1913,
Emperor Franz Joseph Franz Joseph I or Francis Joseph I (german: Franz Josef Karl, hu, Ferenc József Károly, hr, Franjo Josip Karlo, cs, František Josef Karel, 18 August 1830 – 21 November 1916) was Emperor of Austria The Emperor of Austria ( German: '' Kaise ...
elevated John's father to the Hungarian nobility for his service to the Austro-Hungarian Empire. The Neumann family thus acquired the hereditary appellation ''Margittai'', meaning "of Margitta" (today Marghita,
Romania Romania ( ; ro, România ) is a country at the crossroads of Central Central is an adjective usually referring to being in the center (disambiguation), center of some place or (mathematical) object. Central may also refer to: Directions ...

). The family had no connection with the town; the appellation was chosen in reference to Margaret, as was their chosen coat of arms depicting three marguerites. Neumann János became margittai Neumann János (John Neumann de Margitta), which he later changed to the German Johann von Neumann.

## Child prodigy

Von Neumann was a
child prodigy A child prodigy is defined in psychology research literature as a person under the age of ten who produces meaningful output in some domain to the level of an adult expert. The term is also applied more broadly to young persons who are extraord ...
. When he was six years old, he could divide two eight-digit numbers in his head and could converse in
Ancient Greek Ancient Greek includes the forms of the Greek language Greek ( el, label=Modern Greek Modern Greek (, , or , ''Kiní Neoellinikí Glóssa''), generally referred to by speakers simply as Greek (, ), refers collectively to the diale ...
. When the six-year-old von Neumann caught his mother staring aimlessly, he asked her, "What are you calculating?". When they were young, governesses taught von Neumann, his brothers and his cousins. Von Neumann's father believed that knowledge of languages other than their native
HungarianHungarian may refer to: * Hungary, a country in Central Europe * Kingdom of Hungary, state of Hungary, existing between 1000 and 1946 * Hungarians, ethnic groups in Hungary * Hungarian algorithm, a polynomial time algorithm for solving the assignmen ...
was essential, so the children were tutored in
English English usually refers to: * English language English is a West Germanic languages, West Germanic language first spoken in History of Anglo-Saxon England, early medieval England, which has eventually become the World language, leading lan ...
, French,
German German(s) may refer to: Common uses * of or related to Germany * Germans, Germanic ethnic group, citizens of Germany or people of German ancestry * For citizens of Germany, see also German nationality law * German language The German la ...
and
Italian Italian may refer to: * Anything of, from, or related to the country and nation of Italy ** Italians, an ethnic group or simply a citizen of the Italian Republic ** Italian language, a Romance language *** Regional Italian, regional variants of the ...
. By the age of eight, von Neumann was familiar with differential and
integral calculus In mathematics Mathematics (from Greek: ) includes the study of such topics as numbers (arithmetic and number theory), formulas and related structures (algebra), shapes and spaces in which they are contained (geometry), and quantities a ...
, but he was particularly interested in history. He read his way through Wilhelm Oncken's 46-volume world history series (''General History in Monographs''). A copy was contained in a private library Max purchased. One of the rooms in the apartment was converted into a library and reading room, with bookshelves from ceiling to floor. Von Neumann entered the Lutheran Fasori Evangélikus Gimnázium in 1914.
Eugene Wigner Eugene Paul "E. P." Wigner ( hu, Wigner Jenő Pál, ; November 17, 1902 – January 1, 1995) was a Hungarian theoretical physicist who also contributed to mathematical physics. He obtained United States of America, American citizenship in 1937, ...
was a year ahead of von Neumann at the Lutheran School and soon became his friend. This was one of the best schools in Budapest and was part of a brilliant education system designed for the elite. Under the Hungarian system, children received all their education at the one
gymnasium Gymnasium may refer to: *Gymnasium (ancient Greece), educational and sporting institution *Gymnasium (school), type of secondary school that prepares students for higher education **Gymnasium (Denmark) **Gymnasium (Germany) **Gymnasium UNT, high ...
. The Hungarian school system produced a generation noted for intellectual achievement, which included
Theodore von Kármán Theodore von Kármán ( hu, (Szőlőskislaki) Kármán Tódor ; 11 May 18816 May 1963) was a Hungarian-American mathematician, aerospace engineer, and physicist who was active primarily in the fields of aeronautics and astronautics. He was resp ...
(born 1881),
George de Hevesy George Charles de Hevesy ( hu, Hevesy György Károly, german: Georg Karl von Hevesy; 1 August 1885 – 5 July 1966) was a HungarianHungarian may refer to: * Hungary, a country in Central Europe * Kingdom of Hungary, state of Hungary, existin ...

(born 1885),
Michael Polanyi Michael Polanyi (; hu, Polányi Mihály; 11 March 1891 – 22 February 1976) was a Hungarian-British polymath A polymath ( el, πολυμαθής, , "having learned much"; la, homo universalis, "universal human") is an individual whos ...

(born 1891),
Leó Szilárd Leo Szilard (; hu, Szilárd Leó, pronounced ; born ''Leó Spitz''; February 11, 1898 – May 30, 1964) was a Hungarian-American physicist and inventor. He conceived the nuclear chain reaction in 1933, patented the idea of a nuclear fiss ...
(born 1898),
Dennis Gabor Dennis Gabor ( hu, Gábor Dénes; , ; 5 June 1900 – 9 February 1979) was a HungarianHungarian may refer to: * Hungary, a country in Central Europe * Kingdom of Hungary, state of Hungary, existing between 1000 and 1946 * Hungarians, ethnic ...
(born 1900),
Eugene Wigner Eugene Paul "E. P." Wigner ( hu, Wigner Jenő Pál, ; November 17, 1902 – January 1, 1995) was a Hungarian theoretical physicist who also contributed to mathematical physics. He obtained United States of America, American citizenship in 1937, ...
(born 1902),
Edward Teller Edward Teller ( hu, Teller Ede; January 15, 1908 – September 9, 2003) was a Hungarian-American Hungarian Americans (Hungarian language, Hungarian: ''amerikai magyarok'') are United States, Americans of Hungarian people, Hungarian ...
(born 1908), and
Paul Erdős Paul Erdős ( hu, Erdős Pál ; 26 March 1913 – 20 September 1996) was a renowned Hungarian mathematician In this page we keep the names in Hungarian order (family name first). {{compact ToC , short1, side=yes A * Alexits György (1899–1 ...

(born 1913). Collectively, they were sometimes known as " The Martians". Although Von Neumann's father insisted von Neumann attend school at the grade level appropriate to his age, he agreed to hire private tutors to give von Neumann advanced instruction in those areas in which he had displayed an aptitude. At the age of 15, he began to study advanced calculus under the renowned analyst
Gábor SzegőGábor Szegő () (January 20, 1895 – August 7, 1985) was a Hungarian-American mathematician. He was one of the foremost mathematical analysts Mathematics (from Ancient Greek, Greek: ) includes the study of such topics as quantity (number ...
. On their first meeting, Szegő was so astounded with the boy's mathematical talent that he was brought to tears. Some of von Neumann's instant solutions to the problems that Szegő posed in calculus are sketched out on his father's stationery and are still on display at the von Neumann archive in Budapest. By the age of 19, von Neumann had published two major mathematical papers, the second of which gave the modern definition of
ordinal numbers In set theory Set theory is the branch of that studies , which can be informally described as collections of objects. Although objects of any kind can be collected into a set, set theory, as a branch of , is mostly concerned with those that ...
, which superseded
Georg Cantor Georg Ferdinand Ludwig Philipp Cantor ( , ;  – January 6, 1918) was a German mathematician A mathematician is someone who uses an extensive knowledge of mathematics Mathematics (from Greek: ) includes the study of such topics a ...
's definition. At the conclusion of his education at the gymnasium, von Neumann sat for and won the Eötvös Prize, a national prize for mathematics.

## University studies

According to his friend
Theodore von Kármán Theodore von Kármán ( hu, (Szőlőskislaki) Kármán Tódor ; 11 May 18816 May 1963) was a Hungarian-American mathematician, aerospace engineer, and physicist who was active primarily in the fields of aeronautics and astronautics. He was resp ...
, von Neumann's father wanted John to follow him into industry and thereby invest his time in a more financially useful endeavor than mathematics. In fact, his father asked von Kármán to persuade his son not to take mathematics as his major. Von Neumann and his father decided that the best career path was to become a
chemical engineer In the field of engineering, a chemical engineer is a professional, equipped with the knowledge of chemical engineering Chemical engineering is a certain type of engineering Engineering is the use of scientific principles to design an ...
. This was not something that von Neumann had much knowledge of, so it was arranged for him to take a two-year, non-degree course in chemistry at the
University of Berlin Humboldt University of Berlin (german: Humboldt-Universität zu Berlin, abbreviated HU Berlin) is a public In public relations Public relations (PR) is the practice of managing and disseminating information from an individual or an ...
, after which he sat for the entrance exam to the prestigious
ETH Zurich (colloquially) , former_name = eidgenössische polytechnische Schule , image = ETH Zürich am Abend.jpg , image_size = , established = , type = Public In public relations Public relations (PR) is the practice of managing and dis ...
, which he passed in September 1923. At the same time, von Neumann also entered Pázmány Péter University in Budapest, as a
Ph.D. A Doctor of Philosophy (PhD, Ph.D., or DPhil; or ''doctor philosophiae'') is the most common at the highest academic level awarded following a course of study. PhDs are awarded for programs across the whole breadth of academic fields. Be ...
candidate in
mathematics Mathematics (from Greek: ) includes the study of such topics as numbers (arithmetic and number theory), formulas and related structures (algebra), shapes and spaces in which they are contained (geometry), and quantities and their changes (cal ...
. For his thesis, he chose to produce an
axiomatization In mathematics Mathematics (from Ancient Greek, Greek: ) includes the study of such topics as quantity (number theory), mathematical structure, structure (algebra), space (geometry), and calculus, change (mathematical analysis, analysis). It ...
of Cantor's set theory. He graduated as a chemical engineer from ETH Zurich in 1926 (although Wigner says that von Neumann was never very attached to the subject of chemistry),''The Collected Works of Eugene Paul Wigner: Historical, Philosophical, and Socio-Political Papers. Historical and Biographical Reflections and Syntheses'', By Eugene Paul Wigner, (Springer 2013), page 128 and passed his final examinations for his Ph.D. in mathematics simultaneously with his chemical engineering degree, of which Wigner wrote, "Evidently a Ph.D. thesis and examination did not constitute an appreciable effort." He then went to the
University of Göttingen The University of Göttingen, officially the Georg August University of Göttingen, (german: Georg-August-Universität Göttingen, known informally as Georgia Augusta) is a public research university in the city of Göttingen, Germany. Founded i ...
on a grant from the
Rockefeller Foundation '' The Rockefeller Foundation is an American private foundation A private foundation is a charitable organization that, while serving a good cause, might or might not qualify as a public charity by government standards. The Bill & Melinda Gates ...
to study mathematics under
David Hilbert David Hilbert (; ; 23 January 1862 – 14 February 1943) was a German mathematician This is a List of German mathematician A mathematician is someone who uses an extensive knowledge of mathematics Mathematics (from Ancient Greek, G ...
.

# Early career and private life

Von Neumann's
habilitation Habilitation is the procedure to achieve the highest university degree in many European countries in which the candidate fulfills certain criteria set by the university which require excellence in research, teaching, and further education. Its qu ...
was completed on December 13, 1927, and he began to give lectures as a ''
Privatdozent ''Privatdozent'' (for men) or ''Privatdozentin'' (for women), abbreviated PD, P.D. or Priv.-Doz., is an academic title conferred at some European universities, especially in German-speaking countries, to someone who holds certain formal qualific ...
'' at the University of Berlin in 1928. He was the youngest person ever elected ''Privatdozent'' in the university's history in any subject. By the end of 1927, von Neumann had published 12 major papers in mathematics, and by the end of 1929, 32, a rate of nearly one major paper per month. His powers of recall allowed him to quickly memorize the pages of telephone directories, and recite the names, addresses and numbers therein. In 1929, he briefly became a ''Privatdozent'' at the
University of Hamburg The University of Hamburg (german: Universität Hamburg, also referred to as UHH) is a university A university () is an educational institution, institution of higher education, higher (or Tertiary education, tertiary) education and researc ...
, where the prospects of becoming a tenured professor were better, but in October of that year a better offer presented itself when he was invited to
Princeton University Princeton University is a private Private or privates may refer to: Music * "In Private "In Private" was the third single in a row to be a charting success for United Kingdom, British singer Dusty Springfield, after an absence of nearly tw ...

. On New Year's Day in 1930, von Neumann married Marietta Kövesi, who had studied economics at Budapest University. Von Neumann and Marietta had one child, a daughter,
Marina A marina (from Spanish Spanish may refer to: * Items from or related to Spain: **Spaniards, a nation and ethnic group indigenous to Spain **Spanish language **Spanish cuisine Other places * Spanish, Ontario, Canada * Spanish River (disambig ...

, born in 1935. As of 2021 Marina is a distinguished professor emerita of business administration and public policy at the
University of Michigan , mottoeng = "Arts, Knowledge, Truth" , former_names = Catholepistemiad, or University of Michigania (1817–1821) , budget = $8.99 billion (2018) , endowment =$17 billion (2021)As of October 25, 2021. ...

. The couple divorced in 1937. In October 1938, von Neumann married Klara Dan, whom he had met during his last trips back to Budapest before the outbreak of
World War II World War II or the Second World War, often abbreviated as WWII or WW2, was a global war A world war is "a war War is an intense armed conflict between states State may refer to: Arts, entertainment, and media Literatur ...
. In 1930, before marrying Marietta, von Neumann was baptized into the
Catholic Church The Catholic Church, also known as the Roman Catholic Church, is the largest Christian church, with 1.3 billion baptised Baptism (from the Greek language, Greek noun βάπτισμα ''báptisma'') is a Christians, Christian ...

. Von Neumann's father, Max, had died in 1929. None of the family had converted to Christianity while Max was alive, but all did afterward. In 1933, he was offered a lifetime professorship at the
Institute for Advanced Study The Institute for Advanced Study (IAS), located in Princeton, New Jersey Princeton is a municipality with a borough A borough is an administrative division in various English language, English-speaking countries. In principle, the term ...

in New Jersey when that institution's plan to appoint
Hermann Weyl Hermann Klaus Hugo Weyl, (; 9 November 1885 – 8 December 1955) was a German German(s) may refer to: Common uses * of or related to Germany * Germans, Germanic ethnic group, citizens of Germany or people of German ancestry * For citizens o ...

fell through. He remained a mathematics professor there until his death, although he had announced his intention to resign and become a professor at large at the
University of California, Los Angeles The University of California, Los Angeles (UCLA) is a public university, public Land-grant university, land-grant research university in Los Angeles, California. UCLA’s academic roots were established in 1882 as a teachers college then known ...
. His mother, brothers and in-laws followed von Neumann to the United States in 1939. Von Neumann
anglicized Linguistic anglicisation (or anglicization, occasionally anglification, anglifying, or Englishing) is the practice of modifying foreign words, names, and phrases to make them easier to spell, pronounce, or understand in English English usually ...
his first name to John, keeping the German-aristocratic surname
von The term ''von'' () is used in German language The German language (, ) is a West Germanic language mainly spoken in Central Europe. It is the most widely spoken and official or co-official language in Germany, Austria, Switzerland, Liech ...
Neumann. His brothers changed theirs to "Neumann" and "Vonneumann". Von Neumann became a
naturalized citizen Naturalization (or naturalisation) is the legal act or process by which a non-citizen of a country may acquire citizenship or nationality of that country. It may be done automatically by a statute, i.e., without any effort on the part of the ind ...

of the United States in 1937, and immediately tried to become a
lieutenant A lieutenant ( or abbreviated Lt., Lt, LT, Lieut and similar) is a commissioned officer An officer is a person who holds a position of authority as a member of an armed force A military, also known collectively as armed forces, i ...

in the United States Army's
Officers Reserve Corps The United States Army Reserve (USAR) is a Military reserve force, reserve force of the United States Army. Together, the Army Reserve and the Army National Guard constitute the Army element of the reserve components of the United States Armed Fo ...
. He passed the exams easily but was rejected because of his age. His prewar analysis of how France would stand up to Germany is often quoted: "Oh, France won't matter." Klara and John von Neumann were socially active within the local academic community. His white
clapboard Clapboard , also called bevel siding, lap siding, and weatherboard, with regional variation in the definition of these terms, is wooden siding of a building in the form of horizontal boards, often overlapping. ''Clapboard'' in modern American u ...

house at 26 Westcott Road was one of Princeton's largest private residences. He always wore formal suits. He once wore a three-piece pinstripe while riding down the Grand Canyon astride a mule. Hilbert is reported to have asked, "Pray, who is the candidate's tailor?" at von Neumann's 1926 doctoral exam, as he had never seen such beautiful evening clothes. Von Neumann held a lifelong passion for ancient history and was renowned for his historical knowledge. A professor of Byzantine history at Princeton once said that von Neumann had greater expertise in Byzantine history than he did.Blair, pp. 89–104. Von Neumann liked to eat and drink; his wife, Klara, said that he could count everything except calories. He enjoyed Jewish humour, Yiddish and Off-color humor, "off-color" humor (especially Limerick (poetry), limericks). He was a non-smoker. In Princeton, he received complaints for regularly playing extremely loud German March (music), march music on his phonograph, which distracted those in neighboring offices, including Albert Einstein, from their work. Von Neumann did some of his best work in noisy, chaotic environments, and once admonished his wife for preparing a quiet study for him to work in. He never used it, preferring the couple's living room with its television playing loudly. Despite being a notoriously bad driver, he enjoyed driving—frequently while reading a book—occasioning numerous arrests as well as accidents. When Cuthbert Hurd hired him as a consultant to IBM, Hurd often quietly paid the fines for his traffic tickets. Von Neumann's closest friend in the United States was mathematician
Stanislaw Ulam Stanisław Marcin Ulam (; 13 April 1909 – 13 May 1984) was a Polish scientist in the fields of mathematics and nuclear physics. He participated in the Manhattan Project, originated the History of the Teller–Ulam design, Teller–Ulam des ...
. A later friend of Ulam's, Gian-Carlo Rota, wrote, "They would spend hours on end gossiping and giggling, swapping Jewish jokes, and drifting in and out of mathematical talk." When von Neumann was dying in the hospital, every time Ulam visited, he came prepared with a new collection of jokes to cheer him up. Von Neumann believed that much of his mathematical thought occurred intuitively; he would often go to sleep with a problem unsolved and know the answer upon waking up. Ulam noted that von Neumann's way of thinking might not be visual, but more aural.

# Mathematics

## Set theory

The axiomatization of mathematics, on the model of Euclid's ''Euclid's Elements, Elements'', had reached new levels of rigour and breadth at the end of the 19th century, particularly in arithmetic, thanks to the Peano axioms, axiom schema of Richard Dedekind and Charles Sanders Peirce, and in geometry, thanks to Hilbert's axioms. But at the beginning of the 20th century, efforts to base mathematics on naive set theory suffered a setback due to Russell's paradox (on the set of all sets that do not belong to themselves). The problem of an adequate axiomatization of set theory was resolved implicitly about twenty years later by Ernst Zermelo and Abraham Fraenkel. Zermelo–Fraenkel set theory provided a series of principles that allowed for the construction of the sets used in the everyday practice of mathematics, but did not explicitly exclude the possibility of the existence of a set that belongs to itself. In his doctoral thesis of 1925, von Neumann demonstrated two techniques to exclude such sets—the ''axiom of regularity, axiom of foundation'' and the notion of ''Class (set theory), class.'' The axiom of foundation proposed that every set can be constructed from the bottom up in an ordered succession of steps by way of the principles of Zermelo and Fraenkel. If one set belongs to another, then the first must necessarily come before the second in the succession. This excludes the possibility of a set belonging to itself. To demonstrate that the addition of this new axiom to the others did not produce contradictions, von Neumann introduced a method of demonstration called the ''method of inner models'', which became an essential instrument in set theory. The second approach to the problem of sets belonging to themselves took as its base the notion of Class (set theory), class, and defines a set as a class that belongs to other classes, while a ''proper class'' is defined as a class that does not belong to other classes. On the Zermelo–Fraenkel approach, the axioms impede the construction of a set of all sets that do not belong to themselves. In contrast, on von Neumann's approach, the class of all sets that do not belong to themselves can be constructed, but it is a ''proper class'', not a set. Overall, von Neumann's major achievement in set theory was an "axiomatization of set theory and (connected with that) elegant theory of the Ordinal number, ordinal and cardinal numbers as well as the first strict formulation of principles of definitions by the transfinite induction".

Building on the work of Felix Hausdorff, in 1924 Stefan Banach and Alfred Tarski proved that given a solid ball (mathematics), ball in 3‑dimensional space, existence theorem, there exists a decomposition of the ball into a finite number of Disjoint sets, disjoint subsets that can be reassembled together in a different way to yield two identical copies of the original ball. Banach and Tarski proved that, using isometric transformations, the result of taking apart and reassembling a two-dimensional figure would necessarily have the same area as the original. This would make creating two unit squares out of one impossible. But in a 1929 paper, von Neumann proved that paradoxical decompositions could use a group of transformations that include as a subgroup a free group with two generators. The group of area-preserving transformations contains such subgroups, and this opens the possibility of performing paradoxical decompositions using these subgroups. The class of groups von Neumann isolated in his work on Banach–Tarski decompositions was very important in many areas of mathematics, including von Neumann's own later work in measure theory (see below).

## Proof theory

With the aforementioned contributions of von Neumann to sets, the axiomatic system of the theory of sets avoided the contradictions of earlier systems and became usable as a foundation for mathematics, despite the lack of a proof of its consistency. The next question was whether it provided definitive answers to all mathematical questions that could be posed in it, or whether it might be improved by adding stronger Axiom#Mathematical logic, axioms that could be used to prove a broader class of theorems. Building on the work of Wilhelm Ackermann, Ackermann, von Neumann began attempting to prove (using the finistic methods of Hilbert's program, Hilbert's school) the consistency of Peano axioms#First-order theory of arithmetic, first-order arithmetic. He succeeded in proving the consistency of a fragment of arithmetic of natural numbers (through the use of restrictions on induction). He continued looking for a more general proof of the consistency of classical mathematics using methods from proof theory. A strongly negative answer to whether it was definitive arrived in September 1930 at the historic Second Conference on the Epistemology of the Exact Sciences of Königsberg, in which Kurt Gödel announced his Gödel's incompleteness theorems, first theorem of incompleteness: the usual axiomatic systems are incomplete, in the sense that they cannot prove every truth expressible in their language. Moreover, every consistent extension of these systems necessarily remains incomplete. Less than a month later, von Neumann, who had participated in the Conference, communicated to Gödel an interesting consequence of his theorem: that the usual axiomatic systems are unable to demonstrate their own consistency. Gödel had already discovered this consequence, now known as his second incompleteness theorem, and sent von Neumann a preprint of his article containing both theorems. Von Neumann acknowledged Gödel's priority in his next letter. He never thought much of "the American system of claiming personal priority for everything." However von Neumann's method of proof differed from Gödel's, as his used polynomials to explain consistency. With this discovery, von Neumann ceased work in mathematical logic and
foundations of mathematics Foundations of mathematics is the study of the philosophical Philosophy (from , ) is the study of general and fundamental questions, such as those about existence Existence is the ability of an entity to interact with physical or mental r ...
and instead spent time on problems connected with applications.

## Ergodic theory

In a series of papers published in 1932, von Neumann made foundational contributions to
ergodic theory Ergodic theory ( Greek: ' "work", ' "way") is a branch of mathematics Mathematics (from Ancient Greek, Greek: ) includes the study of such topics as quantity (number theory), mathematical structure, structure (algebra), space (geometry), and ...
, a branch of mathematics that involves the states of dynamical systems with an invariant measure. Of the 1932 papers on ergodic theory, Paul Halmos wrote that even "if von Neumann had never done anything else, they would have been sufficient to guarantee him mathematical immortality". By then von Neumann had already written his articles on
operator theoryIn mathematics, operator theory is the study of linear operators on function spaces, beginning with differential operators and integral operators. The operators may be presented abstractly by their characteristics, such as bounded linear operators or ...
, and the application of this work was instrumental in the Ergodic theory#Mean ergodic theorem, von Neumann mean ergodic theorem.

## Measure theory

In Measure (mathematics), measure theory, the "problem of measure" for an -dimensional Euclidean space may be stated as: "does there exist a positive, normalized, invariant, and additive set function on the class of all subsets of ?" The work of Felix Hausdorff and Stefan Banach had implied that the problem of measure has a positive solution if or and a negative solution (because of the Banach–Tarski paradox) in all other cases. Von Neumann's work argued that the "problem is essentially group-theoretic in character": the existence of a measure could be determined by looking at the properties of the transformation group of the given space. The positive solution for spaces of dimension at most two, and the negative solution for higher dimensions, comes from the fact that the Euclidean group is a solvable group for dimension at most two, and is not solvable for higher dimensions. "Thus, according to von Neumann, it is the change of group that makes a difference, not the change of space." In a number of von Neumann's papers, the methods of argument he employed are considered even more significant than the results. In anticipation of his later study of dimension theory in algebras of operators, von Neumann used results on equivalence by finite decomposition, and reformulated the problem of measure in terms of functions. A major contribution von Neumann made to measure theory was the result of a paper written to answer a question of Alfréd Haar, Haar regarding whether there existed an Algebra over a field, algebra of all bounded functions on the real number line such that they form "a complete system of representatives of the classes of almost everywhere-equal measurable bounded functions". He proved this in the positive, and in later papers with Marshall Harvey Stone, Stone discussed various generalizations and algebraic aspects of this problem. He also proved by new methods the existence of Disintegration theorem, disintegrations for various general types of measures. Von Neumann also gave a new proof on the uniqueness of Haar measures by using the mean values of functions, although this method only worked for compact groups. He had to create entirely new techniques to apply this to locally compact groups. He also gave a new proof for the Radon–Nikodym theorem. His lecture notes on measure theory at the Institute for Advanced Study were an important source for knowledge on the field in America at the time, and were later published.

## Topological groups

Using his previous work on measure theory von Neumann made several contributions to the theory of topological groups, beginning with a paper on almost periodic functions on groups, where von Neumann extended Harald Bohr, Bohr's theory of Almost periodic function, almost periodic functions to arbitrary groups. He continued this work with another paper in conjunction with Salomon Bochner, Bochner that improved the theory of almost periodicity to include functions that took on elements of linear spaces as values rather than numbers. In 1938, he was awarded the Bôcher Memorial Prize for his work in analysis in relation to these papers. In a 1933 paper, he used the newly discovered Haar measure in the solution of Hilbert's fifth problem for the case of compact groups. The basic idea behind this was discovered several years earlier when von Neumann published a paper on the analytic properties of groups of linear transformations and found that closed subgroups of a general linear group are Lie groups. This was later extended by Élie Cartan, Cartan to arbitrary Lie groups in the form of the closed-subgroup theorem.

## Functional analysis

Von Neumann was the first one to come up with an “abstract” Hilbert space in a formal and axiomatic fashion. It was defined as a Vector space, complex vector space with a Inner product space, hermitian scalar product, with the corresponding Norm (mathematics), norm being both separable and complete. He continued with the development of the Spectral theory, spectral theory of operators in Hilbert space in 3 seminal papers between 1929 and 1932. For twenty years von Neumann was considered the 'undisputed master' of this area. These developments were primarily prompted by needs in quantum mechanics where von Neumann realized the need to extend the spectral theory of Hermitian operators from the bounded to the Unbounded operator, unbounded case. Other major achievements in these papers include a complete elucidation of spectral theory for normal operators, a generalisation of Frigyes Riesz, Riesz’s presentation of David Hilbert, Hilbert’s spectral theorems at the time, and the discovery of hermitian operators in a Hilbert space, as distinct from self-adjoint operators, which enabled him to give a description of all hermitian operators which extend a given hermitian operator. In addition he wrote a paper detailing how the usage of Matrix (mathematics)#Infinite matrices, infinite matrices, common at the time in spectral theory, was inadequate as a representation for hermitian operators. His work on operator theory lead to his most profound invention in pure mathematics, the study of von Neumann algebras and in general of operator algebras. In other work in functional analysis von Neumann was also the first mathematician to apply new topological ideas from Felix Hausdorff, Hausdorff to Hilbert spaces. He also gave the first general definition of Locally convex topological vector space, locally convex spaces. His later work on rings of operators lead to him revisiting his earlier work on spectral theory and providing a new way of working through the geometric content of the spectral theory by the use of direct integrals of Hilbert spaces.

## Operator algebras

Von Neumann founded the study of rings of operators, through the von Neumann algebras. A von Neumann algebra is a *-algebra of bounded operators on a Hilbert space that is closed in the weak operator topology and contains the Identity function, identity operator. The von Neumann bicommutant theorem shows that the analytic definition is equivalent to a purely algebraic definition as being equal to the bicommutant. After elucidating the study of the Commutative ring, commutative algebra case, von Neumann embarked in 1936, with the partial collaboration of Francis Joseph Murray, F.J. Murray, on the Noncommutative ring, noncommutative case, the general study of von Neumann algebra, factors classification of von Neumann algebras. The six major papers in which he developed that theory between 1936 and 1940 "rank among the masterpieces of analysis in the twentieth century". The direct integral was later introduced in 1949 by John von Neumann for his work on operator theory. His work here lead on to the next two major topics.

## Geometry

Von Neumann founded the field of continuous geometry. It followed his path-breaking work on rings of operators. In mathematics, continuous geometry is a substitute of complex projective geometry, where instead of the dimension of a subspace being in a discrete set 0, 1, ..., ''n'', it can be an element of the unit interval [0,1]. Earlier, Karl Menger, Menger and Birkhoff had axiomatized complex projective geometry in terms of the properties of its lattice of linear subspaces. Von Neumann, following his work on rings of operators, weakened those axioms to describe a broader class of lattices, the continuous geometries. While the dimensions of the subspaces of projective geometries are a discrete set (the non-negative integers), the dimensions of the elements of a continuous geometry can range continuously across the unit interval [0,1]. Von Neumann was motivated by his discovery of von Neumann algebras with a dimension function taking a continuous range of dimensions, and the first example of a continuous geometry other than projective space was the projections of the hyperfinite type II factor.

## Lattice theory

Between 1937 and 1939, von Neumann worked on Lattice (order), lattice theory, the theory of partially ordered sets in which every two elements have a greatest lower bound and a least upper bound. Garrett Birkhoff writes: "John von Neumann's brilliant mind blazed over lattice theory like a meteor". Von Neumann provided an abstract exploration of dimension in completed Complemented lattice, complemented Modular lattice, modular topological lattices (properties that arise in the Linear subspace#Lattice of subspaces, lattices of subspaces of inner product spaces): "Dimension is determined, up to a positive linear transformation, by the following two properties. It is conserved by perspective mappings ("perspectivities") and ordered by inclusion. The deepest part of the proof concerns the equivalence of perspectivity with "projectivity by decomposition"—of which a corollary is the transitivity of perspectivity." Additionally, "[I]n the general case, von Neumann proved the following basic representation theorem. Any complemented modular lattice having a "basis" of pairwise perspective elements, is isomorphic with the lattice of all principal Ideal (ring theory), right-ideals of a suitable Von Neumann regular ring, regular ring . This conclusion is the culmination of 140 pages of brilliant and incisive algebra involving entirely novel axioms. Anyone wishing to get an unforgettable impression of the razor edge of von Neumann's mind, need merely try to pursue this chain of exact reasoning for himself—realizing that often five pages of it were written down before breakfast, seated at a living room writing-table in a bathrobe."

## Mathematical formulation of quantum mechanics

Von Neumann was the first to establish a rigorous mathematical framework for
quantum mechanics Quantum mechanics is a fundamental theory A theory is a reason, rational type of abstraction, abstract thinking about a phenomenon, or the results of such thinking. The process of contemplative and rational thinking is often associated with ...
, known as the Dirac–von Neumann axioms, in his 1932 work ''Mathematical Foundations of Quantum Mechanics''. After having completed the axiomatization of set theory, he began to confront the axiomatization of quantum mechanics. He realized in 1926 that a state of a quantum system could be represented by a point in a (complex) Hilbert space that, in general, could be infinite-dimensional even for a single particle. In this formalism of quantum mechanics, observable quantities such as position or momentum are represented as linear operators acting on the Hilbert space associated with the quantum system. The ''physics'' of quantum mechanics was thereby reduced to the ''mathematics'' of Hilbert spaces and linear operators acting on them. For example, the uncertainty principle, according to which the determination of the position of a particle prevents the determination of its momentum and vice versa, is translated into the ''non-commutativity'' of the two corresponding operators. This new mathematical formulation included as special cases the formulations of both Heisenberg and Schrödinger. When Heisenberg was informed von Neumann had clarified the difference between an unbounded operator that was a self-adjoint operator and one that was merely symmetric, Heisenberg replied "Eh? What is the difference?" Von Neumann's abstract treatment permitted him also to confront the foundational issue of determinism versus non-determinism, and in the book he presented a proof that the statistical results of quantum mechanics could not possibly be averages of an underlying set of determined "hidden variables," as in classical statistical mechanics. In 1935, Grete Hermann published a paper arguing that the proof contained a conceptual error and was therefore invalid. Hermann's work was largely ignored until after John S. Bell made essentially the same argument in 1966. In 2010, Jeffrey Bub argued that Bell had misconstrued von Neumann's proof, and pointed out that the proof, though not valid for all hidden variable theories, does rule out a well-defined and important subset. Bub also suggests that von Neumann was aware of this limitation and did not claim that his proof completely ruled out hidden variable theories. The validity of Bub's argument is, in turn, disputed. In any case, Gleason's theorem of 1957 fills the gaps in von Neumann's approach. Von Neumann's proof inaugurated a line of research that ultimately led, through Bell's theorem and the experiments of Alain Aspect in 1982, to the demonstration that quantum physics either requires a ''notion of reality'' substantially different from that of classical physics, or must include quantum nonlocality, nonlocality in apparent violation of special relativity. In a chapter of ''The Mathematical Foundations of Quantum Mechanics'', von Neumann deeply analyzed the so-called measurement problem. He concluded that the entire physical universe could be made subject to the universal wave function collapse, wave function. Since something "outside the calculation" was needed to collapse the wave function, von Neumann concluded that the collapse was caused by the consciousness of the experimenter. He argued that the mathematics of quantum mechanics allows the collapse of the wave function to be placed at any position in the causal chain from the measurement device to the "subjective consciousness" of the human observer. Although this view was accepted by Eugene Wigner, the Von Neumann–Wigner interpretation never gained acceptance among the majority of physicists. The Von Neumann–Wigner interpretation has been summarized as follows:
The rules of quantum mechanics are correct but there is only one system which may be treated with quantum mechanics, namely the entire material world. There exist external observers which cannot be treated within quantum mechanics, namely human (and perhaps animal) ''minds'', which perform measurements on the brain causing wave function collapse.
Though theories of quantum mechanics continue to evolve, there is a basic framework for the mathematical formalism of problems in quantum mechanics underlying most approaches that can be traced back to the mathematical formalisms and techniques first used by von Neumann. In other words, discussions about Interpretations of quantum mechanics, interpretation of the theory, and extensions to it, are now mostly conducted on the basis of shared assumptions about the mathematical foundations.

### Von Neumann entropy

Von Neumann entropy is extensively used in different forms (conditional entropy, relative entropy, etc.) in the framework of quantum information theory. Entanglement measures are based upon some quantity directly related to the von Neumann entropy. Given a statistical ensemble of quantum mechanical systems with the density matrix $\rho$, it is given by $S\left(\rho\right) = -\operatorname\left(\rho \ln \rho\right). \,$ Many of the same entropy measures in classical information theory can also be generalized to the quantum case, such a
Holevo entropy
and conditional quantum entropy.

### Quantum mutual information

Quantum information theory is largely concerned with the interpretation and uses of von Neumann entropy. The von Neumann entropy is the cornerstone in the development of quantum information theory, while the Entropy (information theory), Shannon entropy applies to classical information theory. This is considered a historical anomaly, as Shannon entropy might have been expected to be discovered before Von Neumann entropy, given the latter's more widespread application to quantum information theory. But Von Neumann discovered von Neumann entropy first, and applied it to questions of statistical physics. Decades later, Shannon developed an information-theoretic formula for use in classical information theory, and asked von Neumann what to call it. Von Neumann said to call it Shannon entropy, as it was a special case of von Neumann entropy.

### Density matrix

The formalism of density matrix, density operators and matrices was introduced by von Neumann in 1927 and independently, but less systematically by Lev Landau and Felix Bloch in 1927 and 1946 respectively. The density matrix is an alternative way to represent the state of a quantum system, which could otherwise be represented using the wavefunction. The density matrix allows the solution of certain time-dependent problems in quantum mechanics.

### Von Neumann measurement scheme

The Measurement in quantum mechanics#History of the measurement concept, von Neumann measurement scheme, the ancestor of quantum decoherence theory, represents measurements projectively by taking into account the measuring apparatus which is also treated as a quantum object. The 'projective measurement' scheme introduced by von Neumann led to the development of quantum decoherence theories.

## Quantum logic

Von Neumann first proposed a quantum logic in his 1932 treatise ''Mathematical Foundations of Quantum Mechanics'', where he noted that projections on a Hilbert space can be viewed as propositions about physical observables. The field of quantum logic was subsequently inaugurated, in a famous paper of 1936 by von Neumann and Garrett Birkhoff, the first work ever to introduce quantum logics, wherein von Neumann and Birkhoff first proved that quantum mechanics requires a propositional calculus substantially different from all classical logics and rigorously isolated a new algebraic structure for quantum logics. The concept of creating a propositional calculus for quantum logic was first outlined in a short section in von Neumann's 1932 work, but in 1936, the need for the new propositional calculus was demonstrated through several proofs. For example, photons cannot pass through two successive filters that are polarized perpendicularly (''e.g.'', horizontally and vertically), and therefore, ''A fortiori argument, a fortiori'', it cannot pass if a third filter polarized diagonally is added to the other two, either before or after them in the succession, but if the third filter is added ''between'' the other two, the photons will indeed pass through. This experimental fact is translatable into logic as the ''non-commutativity'' of conjunction $\left(A\land B\right)\ne \left(B\land A\right)$. It was also demonstrated that the laws of distribution of classical logic, $P\lor\left(Q\land R\right)=\left(P\lor Q\right)\land\left(P\lor R\right)$ and $P\land \left(Q\lor R\right)=\left(P\land Q\right)\lor\left(P\land R\right)$, are not valid for quantum theory. The reason for this is that a quantum disjunction, unlike the case for classical disjunction, can be true even when both of the disjuncts are false and this is in turn attributable to the fact that it is frequently the case in quantum mechanics that a pair of alternatives are semantically determinate, while each of its members is necessarily indeterminate. This latter property can be illustrated by a simple example. Suppose we are dealing with particles (such as electrons) of semi-integral spin (spin angular momentum) for which there are only two possible values: positive or negative. Then, a principle of indetermination establishes that the spin, relative to two different directions (e.g., ''x'' and ''y'') results in a pair of incompatible quantities. Suppose that the state ɸ of a certain electron verifies the proposition "the spin of the electron in the ''x'' direction is positive." By the principle of indeterminacy, the value of the spin in the direction ''y'' will be completely indeterminate for ɸ. Hence, ɸ can verify neither the proposition "the spin in the direction of ''y'' is positive" nor the proposition "the spin in the direction of ''y'' is negative." Nevertheless, the disjunction of the propositions "the spin in the direction of ''y'' is positive or the spin in the direction of ''y'' is negative" must be true for ɸ. In the case of distribution, it is therefore possible to have a situation in which ''$A \land \left(B\lor C\right)= A\land 1 = A$'', while $\left(A\land B\right)\lor \left(A\land C\right)=0\lor 0=0$. As Hilary Putnam writes, von Neumann replaced classical logic with a logic constructed in orthomodular lattices (isomorphic to the lattice of subspaces of the Hilbert space of a given physical system).

## Game theory

Von Neumann founded the field of
game theory Game theory is the study of mathematical model A mathematical model is a description of a system A system is a group of Interaction, interacting or interrelated elements that act according to a set of rules to form a unified whole. ...
as a mathematical discipline. He proved his Minimax#Minimax theorem, minimax theorem in 1928. It establishes that in zero-sum games with perfect information (i.e., in which players know at each time all moves that have taken place so far), there exists a pair of Strategy (game theory), strategies for both players that allows each to minimize his maximum losses. When examining every possible strategy, a player must consider all the possible responses of his adversary. The player then plays out the strategy that will result in the minimization of his maximum loss. Such strategies, which minimize the maximum loss for each player, are called optimal. Von Neumann showed that their minimaxes are equal (in absolute value) and contrary (in sign). He improved and extended the minimax theorem to include games involving imperfect information and games with more than two players, publishing this result in his 1944 ''Theory of Games and Economic Behavior'', written with Oskar Morgenstern. Morgenstern wrote a paper on game theory and thought he would show it to von Neumann because of his interest in the subject. He read it and said to Morgenstern that he should put more in it. This was repeated a couple of times, and then von Neumann became a coauthor and the paper became 100 pages long. Then it became a book. The public interest in this work was such that ''The New York Times'' ran a front-page story. In this book, von Neumann declared that economic theory needed to use
functional analysis 200px, One of the possible modes of vibration of an idealized circular drum head. These modes are eigenfunctions of a linear operator on a function space, a common construction in functional analysis. Functional analysis is a branch of mathemat ...
, especially convex sets and the topology, topological fixed-point theorem, rather than the traditional differential calculus, because the maximum-operator did not preserve differentiable functions. Independently, Leonid Kantorovich's functional analytic work on mathematical economics also focused attention on optimization theory, non-differentiability, and Riesz space, vector lattices. Von Neumann's functional-analytic techniques—the use of Dual space, duality pairings of real vector spaces to represent prices and quantities, the use of Supporting hyperplane, supporting and Hyperplane separation theorem, separating hyperplanes and convex sets, and fixed-point theory—have been the primary tools of mathematical economics ever since.

## Mathematical economics

Von Neumann raised the intellectual and mathematical level of economics in several influential publications. For his model of an expanding economy, he proved the existence and uniqueness of an equilibrium using his generalization of the Brouwer fixed-point theorem. Von Neumann's model of an expanding economy considered the Eigendecomposition of a matrix#Generalized eigenvalue problem, matrix pencil '' A − λB'' with nonnegative matrices A and B; von Neumann sought probability vector, probability generalized eigenvector, vectors ''p'' and ''q'' and a positive number ''λ'' that would solve the complementarity theory, complementarity equation :$p^T \left(A - \lambda B\right) q = 0$ along with two inequality systems expressing economic efficiency. In this model, the (transposed) probability vector ''p'' represents the prices of the goods while the probability vector q represents the "intensity" at which the production process would run. The unique solution ''λ'' represents the growth factor which is 1 plus the economic growth, rate of growth of the economy; the rate of growth equals the interest rate. Von Neumann's results have been viewed as a special case of
linear programming File:3dpoly.svg, A closed feasible region of a problem with three variables is a convex polyhedron. The surfaces giving a fixed value of the objective function are Plane (geometry), planes (not shown). The linear programming problem is to find a p ...
, where his model uses only nonnegative matrices. The study of his model of an expanding economy continues to interest mathematical economists with interests in computational economics. This paper has been called the greatest paper in mathematical economics by several authors, who recognized its introduction of fixed-point theorems, Linear inequality, linear inequalities, Linear programming#Complementary slackness, complementary slackness, and Duality (optimization), saddlepoint duality. In the proceedings of a conference on von Neumann's growth model, Paul Samuelson said that many mathematicians had developed methods useful to economists, but that von Neumann was unique in having made significant contributions to economic theory itself. Von Neumann's famous 9-page paper started life as a talk at Princeton and then became a paper in German that was eventually translated into English. His interest in economics that led to that paper began while he was lecturing at Berlin in 1928 and 1929. He spent his summers back home in Budapest, as did the economist Nicholas Kaldor, and they hit it off. Kaldor recommended that von Neumann read a book by the mathematical economist Léon Walras. Von Neumann found some faults in the book and corrected them–for example, replacing equations by inequalities. He noticed that Walras's General Equilibrium Theory and Walras's Law, which led to systems of simultaneous linear equations, could produce the absurd result that profit could be maximized by producing and selling a negative quantity of a product. He replaced the equations by inequalities, introduced dynamic equilibria, among other things, and eventually produced the paper.

## Linear programming

Building on his results on matrix games and on his model of an expanding economy, von Neumann invented the theory of duality in linear programming when George Dantzig described his work in a few minutes, and an impatient von Neumann asked him to get to the point. Dantzig then listened dumbfounded while von Neumann provided an hourlong lecture on convex sets, fixed-point theory, and duality, conjecturing the equivalence between matrix games and linear programming. Later, von Neumann suggested a new method of
linear programming File:3dpoly.svg, A closed feasible region of a problem with three variables is a convex polyhedron. The surfaces giving a fixed value of the objective function are Plane (geometry), planes (not shown). The linear programming problem is to find a p ...
, using the homogeneous linear system of Paul Gordan (1873), which was later popularized by Karmarkar's algorithm. Von Neumann's method used a pivoting algorithm between simplices, with the pivoting decision determined by a nonnegative least squares subproblem with a convexity constraint (Projection (linear algebra)#Orthogonal projections, projecting the zero-vector onto the convex hull of the active simplex). Von Neumann's algorithm was the first interior point method of linear programming.

## Mathematical statistics

Von Neumann made fundamental contributions to mathematical statistics. In 1941, he derived the exact distribution of the ratio of the mean square of successive differences to the sample variance for independent and identically Normal distribution, normally distributed variables. This ratio was applied to the residuals from regression models and is commonly known as the Durbin–Watson statistic for testing the null hypothesis that the errors are serially independent against the alternative that they follow a stationary first order Autoregressive model, autoregression. Subsequently, Denis Sargan and Alok Bhargava extended the results for testing if the errors on a regression model follow a Gaussian random walk (''i.e.'', possess a unit root) against the alternative that they are a stationary first order autoregression.

## Fluid dynamics

Von Neumann made fundamental contributions in the field of fluid dynamics. Von Neumann's contributions to fluid dynamics included his discovery of the classic flow solution to blast waves, and the co-discovery (independently of Yakov Borisovich Zel'dovich and Werner Döring) of the ZND detonation model of explosives. During the 1930s, von Neumann became an authority on the mathematics of shaped charges. Later with Robert D. Richtmyer, von Neumann developed an algorithm defining ''artificial viscosity'' that improved the understanding of shock waves. When computers solved hydrodynamic or aerodynamic problems, they tried to put too many computational grid points at regions of sharp discontinuity (shock waves). The mathematics of ''artificial viscosity'' smoothed the shock transition without sacrificing basic physics. Von Neumann soon applied computer modelling to the field, developing software for his ballistics research. During WW2, he arrived one day at the office of R.H. Kent, the Director of the US Army's
Ballistic Research Laboratory The Ballistic Research Laboratory (BRL) at Aberdeen Proving Ground Aberdeen Proving Ground (APG) (sometimes erroneously called Aberdeen Proving ''Grounds'') is a U.S. Army facility located adjacent to Aberdeen Aberdeen (; sco, Aiberdeen, ; ...
, with a computer program he had created for calculating a one-dimensional model of 100 molecules to simulate a shock wave. Von Neumann then gave a seminar on his computer program to an audience which included his friend
Theodore von Kármán Theodore von Kármán ( hu, (Szőlőskislaki) Kármán Tódor ; 11 May 18816 May 1963) was a Hungarian-American mathematician, aerospace engineer, and physicist who was active primarily in the fields of aeronautics and astronautics. He was resp ...
. After von Neumann had finished, von Kármán said "Well, Johnny, that's very interesting. Of course you realize Joseph-Louis Lagrange, Lagrange also used digital models to simulate continuum mechanics." It was evident from von Neumann's face, that he had been unaware of Lagrange's Mécanique analytique.

## Mastery of mathematics

Stan Ulam, who knew von Neumann well, described his mastery of mathematics this way: "Most mathematicians know one method. For example, Norbert Wiener had mastered Fourier transforms. Some mathematicians have mastered two methods and might really impress someone who knows only one of them. John von Neumann had mastered three methods." He went on to explain that the three methods were: # A facility with the symbolic manipulation of linear operators; # An intuitive feeling for the logical structure of any new mathematical theory; # An intuitive feeling for the combinatorial superstructure of new theories. Edward Teller wrote that "Nobody knows all science, not even von Neumann did. But as for mathematics, he contributed to every part of it except number theory and topology. That is, I think, something unique." Von Neumann was asked to write an essay for the layman describing what mathematics is. He explained that mathematics straddles the world between the empirical and logical, arguing that geometry was originally empirical, but Euclid constructed a logical, deductive theory. However, he argued, that there is always the danger of straying too far from the real world and becoming irrelevant sophistry.

# Nuclear weapons

## Manhattan Project

Beginning in the late 1930s, von Neumann developed an expertise in explosions—phenomena that are difficult to model mathematically. During this period, von Neumann was the leading authority of the mathematics of shaped charges. This led him to a large number of military consultancies, primarily for the Navy, which in turn led to his involvement in the
Manhattan Project The Manhattan Project was a research and development Research and development (R&D, R+D), known in Europe as research and technological development (RTD), is the set of innovative activities undertaken by corporations or governments in ...
. The involvement included frequent trips by train to the project's secret research facilities at the Los Alamos Laboratory in a remote part of New Mexico. Von Neumann made his principal contribution to the Nuclear weapon, atomic bomb in the concept and design of the nuclear weapon design, explosive lenses that were needed to compress the plutonium core of the Fat Man weapon that was later dropped on Nagasaki. While von Neumann did not originate the "Nuclear weapon design#Implosion-type weapon, implosion" concept, he was one of its most persistent proponents, encouraging its continued development against the instincts of many of his colleagues, who felt such a design to be unworkable. He also eventually came up with the idea of using more powerful shaped charges and less fissionable material to greatly increase the speed of "assembly". When it turned out that there would not be enough uranium-235 to make more than one bomb, the implosive lens project was greatly expanded and von Neumann's idea was implemented. Implosion was the only method that could be used with the plutonium-239 that was available from the Hanford Site. He established the design of the
explosive lens An explosive lens—as used, for example, in nuclear weapons—is a highly specialized shaped charge. In general, it is a device composed of several explosive charges. These charges are arranged and formed with the intent to control the shape o ...
es required, but there remained concerns about "edge effects" and imperfections in the explosives. His calculations showed that implosion would work if it did not depart by more than 5% from spherical symmetry. After a series of failed attempts with models, this was achieved by George Kistiakowsky, and the construction of the Trinity bomb was completed in July 1945. In a visit to Los Alamos in September 1944, von Neumann showed that the pressure increase from explosion shock wave reflection from solid objects was greater than previously believed if the angle of incidence of the shock wave was between 90° and some limiting angle. As a result, it was determined that the effectiveness of an atomic bomb would be enhanced with detonation some kilometers above the target, rather than at ground level. Von Neumann, four other scientists, and various military personnel were included in the target selection committee that was responsible for choosing the Japanese cities of Hiroshima and Nagasaki as the Atomic bombings of Hiroshima and Nagasaki, first targets of the atomic bomb. Von Neumann oversaw computations related to the expected size of the bomb blasts, estimated death tolls, and the distance above the ground at which the bombs should be detonated for optimum shock wave propagation and thus maximum effect. The cultural capital Kyoto, which had been spared the Air raids on Japan, bombing inflicted upon militarily significant cities, was von Neumann's first choice, a selection seconded by Manhattan Project leader General Leslie Groves. However, this target was dismissed by United States Secretary of War, Secretary of War Henry L. Stimson. On July 16, 1945, von Neumann and numerous other Manhattan Project personnel were eyewitnesses to the first test of an atomic bomb detonation, which was code-named Trinity (nuclear test), Trinity. The event was conducted as a test of the implosion method device, at the Alamogordo Bombing Range, bombing range near Alamogordo Army Airfield, southeast of Socorro, New Mexico. Based on his observation alone, von Neumann estimated the test had resulted in a blast equivalent to but Enrico Fermi produced a more accurate estimate of 10 kilotons by dropping scraps of torn-up paper as the shock wave passed his location and watching how far they scattered. The actual power of the explosion had been between 20 and 22 kilotons. It was in von Neumann's 1944 papers that the expression "kilotons" appeared for the first time. After the war, Robert Oppenheimer remarked that the physicists involved in the Manhattan project had "known sin". Von Neumann's response was that "sometimes someone confesses a sin in order to take credit for it." Von Neumann continued unperturbed in his work and became, along with Edward Teller, one of those who sustained the Thermonuclear weapon, hydrogen bomb project. He collaborated with Klaus Fuchs on further development of the bomb, and in 1946 the two filed a secret patent on "Improvement in Methods and Means for Utilizing Nuclear Energy", which outlined a scheme for using a fission bomb to compress fusion fuel to initiate nuclear fusion. The Fuchs–von Neumann patent used radiation implosion, but not in the same way as is used in what became the final hydrogen bomb design, the History of the Teller–Ulam design, Teller–Ulam design. Their work was, however, incorporated into the "George" shot of Operation Greenhouse, which was instructive in testing out concepts that went into the final design. The Fuchs–von Neumann work was passed on to the Soviet Union by Fuchs as part of his nuclear espionage, but it was not used in the Soviets' own, independent development of the Teller–Ulam design. The historian Jeremy Bernstein has pointed out that ironically, "John von Neumann and Klaus Fuchs, produced a brilliant invention in 1946 that could have changed the whole course of the development of the hydrogen bomb, but was not fully understood until after the bomb had been successfully made." For his wartime services, von Neumann was awarded the Navy Distinguished Civilian Service Award in July 1946, and the Medal for Merit in October 1946.

## Atomic Energy Commission

In 1950, von Neumann became a consultant to the Weapons Systems Evaluation Group (WSEG), whose function was to advise the Joint Chiefs of Staff and the United States Secretary of Defense on the development and use of new technologies. He also became an adviser to the
Armed Forces Special Weapons Project The Armed Forces Special Weapons Project (AFSWP) was a United States military agency responsible for those aspects of nuclear weapons remaining under military control after the Manhattan Project was succeeded by the United States Atomic Energy Co ...
(AFSWP), which was responsible for the military aspects on nuclear weapons. Over the following two years, he became a consultant to the Central Intelligence Agency (CIA), a member of the influential General Advisory Committee of the United States Atomic Energy Commission, Atomic Energy Commission, a consultant to the newly established
Lawrence Livermore National Laboratory Lawrence Livermore National Laboratory (LLNL) is a federal research facility in Livermore, California Livermore (formerly Livermores, Livermore Ranch, and Nottingham) is a city in Alameda County, California, in the United States. With an es ...
, and a member of the Scientific Advisory Group of the
United States Air Force The United States Air Force (USAF) is the air File:Atmosphere gas proportions.svg, Composition of Earth's atmosphere by volume, excluding water vapor. Lower pie represents trace gases that together compose about 0.043391% of the atmosph ...

. In 1955, von Neumann became a commissioner of the AEC. He accepted this position and used it to further the production of compact hydrogen bombs suitable for Intercontinental ballistic missile (ICBM) delivery. He involved himself in correcting the severe shortage of tritium and lithium 6 needed for these compact weapons, and he argued against settling for the intermediate-range missiles that the Army wanted. He was adamant that H-bombs delivered into the heart of enemy territory by an ICBM would be the most effective weapon possible, and that the relative inaccuracy of the missile wouldn't be a problem with an H-bomb. He said the Russians would probably be building a similar weapon system, which turned out to be the case. Despite his disagreement with Oppenheimer over the need for a crash program to develop the hydrogen bomb, he testified on the latter's behalf at the 1954 Oppenheimer security hearing, at which he asserted that Oppenheimer was loyal, and praised him for his helpfulness once the program went ahead. Shortly before his death from cancer, von Neumann headed the United States government's top secret ICBM committee, which would sometimes meet in his home. Its purpose was to decide on the feasibility of building an ICBM large enough to carry a thermonuclear weapon. Von Neumann had long argued that while the technical obstacles were sizable, they could be overcome in time. The SM-65 Atlas passed its first fully functional test in 1959, two years after his death. The feasibility of an ICBM owed as much to improved, smaller warheads as it did to developments in rocketry, and his understanding of the former made his advice invaluable.

## Mutual assured destruction

Von Neumann is credited with developing the equilibrium strategy of mutual assured destruction (MAD). He also "moved heaven and earth" to bring MAD about. His goal was to quickly develop ICBMs and the compact hydrogen bombs that they could deliver to the USSR, and he knew the Soviets were doing similar work because the CIA interviewed German rocket scientists who were allowed to return to Germany, and von Neumann had planted a dozen technical people in the CIA. The Soviets considered that bombers would soon be vulnerable, and they shared von Neumann's view that an H-bomb in an ICBM was the ne plus ultra of weapons; they believed that whoever had superiority in these weapons would take over the world, without necessarily using them. He was afraid of a "missile gap" and took several more steps to achieve his goal of keeping up with the Soviets: *He modified the ENIAC by making it programmable and then wrote programs for it to do the H-bomb calculations verifying that the Teller-Ulam design was feasible and to develop it further. *Through the Atomic Energy Commission, he promoted the development of a compact H-bomb that would fit in an ICBM. *He personally interceded to speed up the production of lithium-6 and tritium needed for the compact bombs. *He caused several separate missile projects to be started, because he felt that competition combined with collaboration got the best results. Von Neumann's assessment that the Soviets had a lead in missile technology, considered pessimistic at the time, was soon proven correct in the Sputnik crisis. Von Neumann entered government service primarily because he felt that, if freedom and civilization were to survive, it would have to be because the United States would triumph over totalitarianism from Nazism, Fascism and Ideology of the Communist Party of the Soviet Union, Soviet Communism. During a United States Senate, Senate committee hearing he described his political ideology as "violently Anti-communism, anti-communist, and much more militaristic than the norm". He was quoted in 1950 remarking, "If you say why not bomb [the Soviets] tomorrow, I say, why not today? If you say today at five o'clock, I say why not one o'clock?" On February 15, 1956, von Neumann was presented with the Medal of Freedom (1945), Medal of Freedom by President Dwight D. Eisenhower. His citation read:

# Computing

Von Neumann was a founding figure in
computing Computing is any goal-oriented activity requiring, benefiting from, or creating computing machinery. It includes the study and experimentation of algorithmic processes and development of both computer hardware , hardware and software. It has sci ...

. Von Neumann was the inventor, in 1945, of the merge sort algorithm, in which the first and second halves of an array are each sorted recursively and then merged. Von Neumann wrote the 23 pages long sorting program for the EDVAC in ink. On the first page, traces of the phrase "TOP SECRET", which was written in pencil and later erased, can still be seen. He also worked on the philosophy of artificial intelligence with Alan Turing when the latter visited Princeton in the 1930s. Von Neumann's hydrogen bomb work was played out in the realm of computing, where he and Stanisław Ulam developed simulations on von Neumann's digital computers for the hydrodynamic computations. During this time he contributed to the development of the Monte Carlo method, which allowed solutions to complicated problems to be approximated using Algorithmically random sequence, random numbers. Von Neumann's algorithm for simulating a fair coin with a biased coin is used in the "software whitening" stage of some hardware random number generators. Because using lists of "truly" random numbers was extremely slow, von Neumann developed a form of making Pseudorandomness, pseudorandom numbers, using the middle-square method. Though this method has been criticized as crude, von Neumann was aware of this: he justified it as being faster than any other method at his disposal, writing that "Anyone who considers arithmetical methods of producing random digits is, of course, in a state of sin." Von Neumann also noted that when this method went awry it did so obviously, unlike other methods which could be subtly incorrect. While consulting for the Moore School of Electrical Engineering at the University of Pennsylvania on the EDVAC project, von Neumann wrote an incomplete ''First Draft of a Report on the EDVAC''. The paper, whose premature distribution nullified the patent claims of EDVAC designers J. Presper Eckert and John Mauchly, described a computer architecture in which the data and the program are both stored in the computer's memory in the same address space. This architecture is the basis of most modern computer designs, unlike the earliest computers that were "programmed" using a separate memory device such as a paper tape or plugboard. Although the single-memory, stored program architecture is commonly called von Neumann architecture as a result of von Neumann's paper, the architecture was based on the work of Eckert and Mauchly, inventors of the ENIAC computer at the University of Pennsylvania. Von Neumann consulted for the Army's
Ballistic Research Laboratory The Ballistic Research Laboratory (BRL) at Aberdeen Proving Ground Aberdeen Proving Ground (APG) (sometimes erroneously called Aberdeen Proving ''Grounds'') is a U.S. Army facility located adjacent to Aberdeen Aberdeen (; sco, Aiberdeen, ; ...
, most notably on the ENIAC project, as a member of its Scientific Advisory Committee. The electronics of the new ENIAC ran at one-sixth the speed, but this in no way degraded the ENIAC's performance, since it was still entirely I/O bound. Complicated programs could be developed and Debugging, debugged in days rather than the weeks required for plugboarding the old ENIAC. Some of von Neumann's early computer programs have been preserved. The next computer that von Neumann designed was the IAS machine at the Institute for Advanced Study in Princeton, New Jersey. He arranged its financing, and the components were designed and built at the Sarnoff Corporation, RCA Research Laboratory nearby. Von Neumann recommended that the IBM 701, nicknamed ''the defense computer'', include a magnetic drum. It was a faster version of the IAS machine and formed the basis for the commercially successful IBM 704. Stochastic computing was first introduced in a pioneering paper by von Neumann in 1953. However, the theory could not be implemented until advances in computing of the 1960s.

## Cellular automata, DNA and the universal constructor

Von Neumann's rigorous mathematical analysis of the structure of
self-replication 200px, Molecular structure of DNA Self-replication is any behavior of a dynamical system that yields construction of an identical or similar copy of itself. Cell (biology), Biological cells, given suitable environments, reproduce by cell divisio ...
(of the semiotic relationship between constructor, description and that which is constructed), preceded the discovery of the structure of DNA. Von Neumann created the field of cellular automaton, cellular automata without the aid of computers, constructing the first self-replicating automata with pencil and graph paper. The detailed proposal for a physical non-biological self-replicating system was first put forward in lectures von Neumann delivered in 1948 and 1949, when he first only proposed a kinematic self-reproducing automaton. While qualitatively sound, von Neumann was evidently dissatisfied with this model of a self-replicator due to the difficulty of analyzing it with mathematical rigor. He went on to instead develop a more abstract model self-replicator based on his original concept of cellular automata. Subsequently, the concept of the Von Neumann universal constructor based on the von Neumann cellular automaton was fleshed out in his posthumously published lectures ''Theory of Self Reproducing Automata''. Ulam and von Neumann created a method for calculating liquid motion in the 1950s. The driving concept of the method was to consider a liquid as a group of discrete units and calculate the motion of each based on its neighbors' behaviors. Like Ulam's lattice network, Von Neumann cellular automata, von Neumann's cellular automata are two-dimensional, with his self-replicator implemented algorithmically. The result was a Von Neumann universal constructor, universal copier and constructor working within a cellular automaton with a small neighborhood (only those cells that touch are neighbors; for von Neumann's cellular automata, only orthogonal cells), and with 29 states per cell. Von Neumann gave an existence proof that a particular pattern would make infinite copies of itself within the given cellular universe by designing a 200,000 cell configuration that could do so. Von Neumann addressed the evolutionary growth of complexity amongst his self-replicating machines. His "proof-of-principle" designs showed how it is logically possible, by using a general purpose programmable ("universal") constructor, to exhibit an indefinitely large class of self-replicators, spanning a wide range of complexity, interconnected by a network of potential mutational pathways, including pathways from the most simple to the most complex. This is an important result, as prior to that it might have been conjectured that there is a fundamental logical barrier to the existence of such pathways; in which case, biological organisms, which do support such pathways, could not be "machines", as conventionally understood. Von Neumann considers the potential for conflict between his self-reproducing machines, stating that "our models lead to such conflict situations",''Toward a Practice of Autonomous Systems: Proceedings of the First European Conference on Artificial Life'', Francisco J. Varela, Paul Bourgine, (MIT Press 1992), page 236 indicating it as a field of further study. The cybernetics movement highlighted the question of what it takes for self-reproduction to occur autonomously, and in 1952, John von Neumann designed an elaborate 2D cellular automaton that would automatically make a copy of its initial configuration of cells. The von Neumann neighborhood, in which each cell in a two-dimensional grid has the four orthogonally adjacent grid cells as neighbors, continues to be used for other cellular automata. Von Neumann proved that the most effective way of performing large-scale mining operations such as mining an entire natural satellite, moon or asteroid belt would be by using self-replicating spacecraft, taking advantage of their exponential growth. Von Neumann investigated the question of whether modelling evolution on a digital computer could solve the complexity problem in programming. Beginning in 1949, von Neumann's design for a self-reproducing computer program is considered the world's first computer virus, and he is considered to be the theoretical father of computer virology.

## Weather systems and global warming

As part of his research into weather forecasting, von Neumann founded the "Meteorological Program" in Princeton in 1946, securing funding for his project from the US Navy.''Weather Architecture'' By Jonathan Hill (Routledge, 2013), page 216 Von Neumann and his appointed assistant on this project, Jule Gregory Charney, wrote the world's first climate modelling software, and used it to perform the world's first numerical Weather forecasting, weather forecasts on the ENIAC computer; von Neumann and his team published the results as ''Numerical Integration of the Barotropic Vorticity Equation'' in 1950. Together they played a leading role in efforts to integrate sea-air exchanges of energy and moisture into the study of climate. Von Neumann proposed as the research program for climate modeling: "The approach is to first try short-range forecasts, then long-range forecasts of those properties of the circulation that can perpetuate themselves over arbitrarily long periods of time, and only finally to attempt forecast for medium-long time periods which are too long to treat by simple hydrodynamic theory and too short to treat by the general principle of equilibrium theory." Von Neumann's research into weather systems and meteorological prediction led him to propose manipulating the environment by spreading colorants on the polar ice caps to enhance absorption of solar radiation (by reducing the albedo), thereby inducing global warming. Von Neumann proposed a theory of global warming as a result of the activity of humans, noting that the Earth was only colder during the last glacial period, he wrote in 1955: "Carbon dioxide released into the atmosphere by industry's burning of coal and oil - more than half of it during the last generation - may have changed the atmosphere's composition sufficiently to account for a general warming of the world by about one degree Fahrenheit."''Engineering: Its Role and Function in Human Society'' edited by William H. Davenport, Daniel I. Rosenthal (Elsevier 2016), page 266 However, von Neumann urged a degree of caution in any program of intentional human weather manufacturing: "What ''could'' be done, of course, is no index to what ''should'' be done... In fact, to evaluate the ultimate consequences of either a general cooling or a general heating would be a complex matter. Changes would affect the level of the seas, and hence the habitability of the continental coastal shelves; the evaporation of the seas, and hence general precipitation and glaciation levels; and so on... But there is little doubt that one ''could'' carry out the necessary analyses needed to predict the results, intervene on any desired scale, and ultimately achieve rather fantastic results."

## Technological singularity hypothesis

The first use of the concept of a Wiktionary:singularity, singularity in the technological context is attributed to von Neumann, who according to Ulam discussed the "ever accelerating progress of technology and changes in the mode of human life, which gives the appearance of approaching some essential singularity in the history of the race beyond which human affairs, as we know them, could not continue." This concept was fleshed out later in the book ''Future Shock'' by Alvin Toffler.

# Recognition

## Cognitive abilities

Nobel Laureate Hans Bethe said "I have sometimes wondered whether a brain like von Neumann's does not indicate a species superior to that of man", and later Bethe wrote that "[von Neumann's] brain indicated a new species, an evolution beyond man". Seeing von Neumann's mind at work,
Eugene Wigner Eugene Paul "E. P." Wigner ( hu, Wigner Jenő Pál, ; November 17, 1902 – January 1, 1995) was a Hungarian theoretical physicist who also contributed to mathematical physics. He obtained United States of America, American citizenship in 1937, ...
wrote, "one had the impression of a perfect instrument whose gears were machined to mesh accurately to a thousandth of an inch." Paul Halmos states that "von Neumann's speed was awe-inspiring." Israel Halperin said: "Keeping up with him was ... impossible. The feeling was you were on a tricycle chasing a racing car."
Edward Teller Edward Teller ( hu, Teller Ede; January 15, 1908 – September 9, 2003) was a Hungarian-American Hungarian Americans (Hungarian language, Hungarian: ''amerikai magyarok'') are United States, Americans of Hungarian people, Hungarian ...
admitted that he "never could keep up with him". Teller also said "von Neumann would carry on a conversation with my 3-year-old son, and the two of them would talk as equals, and I sometimes wondered if he used the same principle when he talked to the rest of us." Peter Lax wrote "Von Neumann was addicted to thinking, and in particular to thinking about mathematics". When George Dantzig brought von Neumann an unsolved problem in linear programming "as I would to an ordinary mortal", on which there had been no published literature, he was astonished when von Neumann said "Oh, that!", before offhandedly giving a lecture of over an hour, explaining how to solve the problem using the hitherto unconceived Linear programming#Duality, theory of duality. Lothar Wolfgang Nordheim described von Neumann as the "fastest mind I ever met", and Jacob Bronowski wrote "He was the cleverest man I ever knew, without exception. He was a genius." George Pólya, whose lectures at ETH Zürich von Neumann attended as a student, said "Johnny was the only student I was ever afraid of. If in the course of a lecture I stated an unsolved problem, the chances were he'd come to me at the end of the lecture with the complete solution scribbled on a slip of paper." Eugene Wigner writes: "'Jancsi,' I might say, 'Is angular momentum always an integer of ''Planck constant, h?'' ' He would return a day later with a decisive answer: 'Yes, if all particles are at rest.'... We were all in awe of Jancsi von Neumann". Enrico Fermi told physicist Herbert L. Anderson: "You know, Herb, Johnny can do calculations in his head ten times as fast as I can! And I can do them ten times as fast as you can, Herb, so you can see how impressive Johnny is!" Halmos recounts a story told by Nicholas Metropolis, concerning the speed of von Neumann's calculations, when somebody asked von Neumann to solve the famous fly puzzle: Eugene Wigner told a similar story, only with a swallow instead of a fly, and says it was Max Born who posed the question to von Neumann in the 1920s.

## Eidetic memory

Von Neumann was also noted for his eidetic memory (sometimes called photographic memory). Herman Goldstine wrote: Von Neumann was reportedly able to memorize the pages of telephone directories. He entertained friends by asking them to randomly call out page numbers; he then recited the names, addresses and numbers therein.

# Mathematical legacy

"It seems fair to say that if the influence of a scientist is interpreted broadly enough to include impact on fields beyond science proper, then John von Neumann was probably the most influential mathematician who ever lived," wrote Miklós Rédei in ''John von Neumann: Selected Letters''. James Glimm wrote: "he is regarded as one of the giants of modern mathematics". The mathematician Jean Dieudonné said that von Neumann "may have been the last representative of a once-flourishing and numerous group, the great mathematicians who were equally at home in pure and applied mathematics and who throughout their careers maintained a steady production in both directions", while Peter Lax described him as possessing the "most scintillating intellect of this century". In the foreword of Miklós Rédei's ''Selected Letters'', Peter Lax wrote, "To gain a measure of von Neumann's achievements, consider that had he lived a normal span of years, he would certainly have been a recipient of a Nobel Prize in economics. And if there were Nobel Prizes in computer science and mathematics, he would have been honored by these, too. So the writer of these letters should be thought of as a triple Nobel laureate or, possibly, a -fold winner, for his work in physics, in particular, quantum mechanics".

# Illness and death

In 1955, von Neumann was diagnosed with what was either Bone tumor, bone, pancreatic cancer, pancreatic or prostate cancer after he was examined by physicians for a fall, whereupon they inspected a mass growing near his collarbone. The cancer was possibly caused by his radiation exposure during his time in Los Alamos National Laboratory. He was not able to accept the proximity of his own demise, and the shadow of impending death instilled great fear in him. He invited a Catholic priest, Father Anselm Strittmatter, Order of Saint Benedict, O.S.B., to visit him for consultation. Von Neumann reportedly said, "So long as there is the possibility of eternal damnation for nonbelievers it is more logical to be a believer at the end," referring to Pascal's wager. He had earlier confided to his mother, "There probably has to be a God. Many things are easier to explain if there is than if there isn't." "He was brought up in a Hungary in which anti-Semitism was commonplace, but the family were not overly religious, and for most of his adult years von Neumann held agnostic beliefs." Father Strittmatter administered the last rites to him. Some of von Neumann's friends, such as Abraham Pais and Oskar Morgenstern, said they had always believed him to be "completely agnostic". Of this deathbed conversion, Morgenstern told Heims, "He was of course completely agnostic all his life, and then he suddenly turned Catholic—it doesn't agree with anything whatsoever in his attitude, outlook and thinking when he was healthy." Father Strittmatter recalled that even after his conversion, von Neumann did not receive much peace or comfort from it, as he still remained terrified of death. Von Neumann was on his deathbed when he entertained his brother by reciting by heart and word-for-word the first few lines of each page of Goethe's Faust, Goethe's ''Faust''. On his deathbed, his mental capabilities became a fraction of what they were before, causing him much anguish; at times Von Neumann even forgot the lines that his brother recited from Goethe's Faust, Goethe's ''Faust''. He died at age 53 on February 8, 1957, at the Walter Reed Army Medical Center in Washington, D.C., under military security lest he reveal military secrets while heavily medicated. He was buried at Princeton Cemetery of Nassau Presbyterian Church in Princeton, Mercer County, New Jersey.

# Honors

* The John von Neumann Theory Prize of the Institute for Operations Research and the Management Sciences (INFORMS, previously TIMS-ORSA) is awarded annually to an individual (or group) who have made fundamental and sustained contributions to theory in operations research and the management sciences. * The IEEE John von Neumann Medal is awarded annually by the Institute of Electrical and Electronics Engineers (IEEE) "for outstanding achievements in computer-related science and technology." * The John von Neumann Lecture is given annually at the Society for Industrial and Applied Mathematics (SIAM) by a researcher who has contributed to applied mathematics, and the chosen lecturer is also awarded a monetary prize. * The crater Von Neumann (crater), von Neumann on the Moon is named after him. * Asteroid 22824 von Neumann was named in his honor. * The John von Neumann Center in Plainsboro Township, New Jersey, was named in his honor. * The professional society of Hungarian computer scientists, John von Neumann Computer Society, was named after von Neumann. It was closed in April 1989. * On May 4, 2005, the United States Postal Service issued the ''American Scientists'' commemorative postage stamp series, a set of four 37-cent self-adhesive stamps in several configurations designed by artist Victor Stabin. The scientists depicted were von Neumann, Barbara McClintock, Josiah Willard Gibbs, and Richard Feynman. * The John von Neumann Award of the Rajk László College for Advanced Studies was named in his honor, and has been given every year since 1995 to professors who have made an outstanding contribution to the exact social sciences and through their work have strongly influenced the professional development and thinking of the members of the college. * John von Neumann University (:hu:Neumann János Egyetem) was established in Kecskemét, Hungary in 2016, as a successor to Kecskemét College.

# Selected works

* 1923. ''On the introduction of transfinite numbers'', 346–54. * 1925. ''An axiomatization of set theory'', 393–413. * 1932. ''Mathematical Foundations of Quantum Mechanics'', Beyer, R. T., trans., Princeton Univ. Press. 1996 edition: . * 1937. * 1944. ''Theory of Games and Economic Behavior'', with Morgenstern, O., Princeton Univ. Press
online at archive.org
2007 edition: . * 1945
''First Draft of a Report on the EDVAC''
* 1948. "The general and logical theory of automata," in ''Cerebral Mechanisms in Behavior: The Hixon Symposium,'' Lloyd A. Jeffress, Jeffress, L.A. ed., John Wiley & Sons, New York, N. Y, 1951, pp. 1–31
MR 0045446
* 1960. * 1963. ''Collected Works of John von Neumann'', Taub, A. H., ed., Pergamon Press. * 1966. ''Theory of Self-Reproducing Automata'', Arthur Burks, Burks, A. W., ed., University of Illinois Press.

* John von Neumann (sculpture), ''John von Neumann'' (sculpture), Eugene, Oregon * John von Neumann Award * List of things named after John von Neumann * List of pioneers in computer science * Self-replicating spacecraft * Von Neumann–Bernays–Gödel set theory * Von Neumann algebra *
Von Neumann architecture The von Neumann architecture — also known as the von Neumann model or Princeton architecture — is a computer architecture In computer engineering Computer engineering (CoE or CpE) is a branch of engineering Engineering is ...

* Von Neumann bicommutant theorem * Von Neumann conjecture * Von Neumann entropy * Von Neumann programming languages * Von Neumann regular ring * Von Neumann universal constructor * Von Neumann universe * Von Neumann's trace inequality * The Martians (scientists) PhD students * Donald B. Gillies, Ph.D. student. Retrieved March 17, 2015. * Israel Halperin, Ph.D. studentWhile Israel Halperin's thesis advisor is often listed as Salomon Bochner, this may be because "Professors at the university direct doctoral theses but those at the Institute do not. Unaware of this, in 1934 I asked von Neumann if he would direct my doctoral thesis. He replied Yes." ()

# References

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Books * * * * * * * * * Popular periodicals * ''Good Housekeeping, Good Housekeeping Magazine'', September 1956, "Married to a Man Who Believes the Mind Can Move the World" Video * ''John von Neumann, A Documentary'' (60 min.), Mathematical Association of America

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von Neumann's profile