Andrew Vázsonyi (folklorist)
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Andrew Vázsonyi (1916–2003), also known as Endre Weiszfeld and Zepartzatt Gozinto) was a Hungarian mathematician and
operations research Operations research () (U.S. Air Force Specialty Code: Operations Analysis), often shortened to the initialism OR, is a branch of applied mathematics that deals with the development and application of analytical methods to improve management and ...
er. He is known for Weiszfeld's algorithm for minimizing the sum of distances to a set of points, and for founding The Institute of Management Sciences....


Biography

Endre Weiszfeld was born on November 4, 1916, the middle son of a Jewish family in
Budapest Budapest is the Capital city, capital and List of cities and towns of Hungary, most populous city of Hungary. It is the List of cities in the European Union by population within city limits, tenth-largest city in the European Union by popul ...
, where his father was the owner of a shoe store. At age 14, he met and befriended
Paul Erdős Paul Erdős ( ; 26March 191320September 1996) was a Hungarian mathematician. He was one of the most prolific mathematicians and producers of mathematical conjectures of the 20th century. pursued and proposed problems in discrete mathematics, g ...
(his elder by three years), and at age 16, he began working on the
geometric median In geometry, the geometric median of a discrete point set in a Euclidean space is the point minimizing the sum of distances to the sample points. This generalizes the median, which has the property of minimizing the sum of distances or absolute ...
problem for which he would later publish a solution. He studied at the
Pázmány Péter Catholic University Pázmány Péter Catholic University (PPKE) ( (''PPKE'')) is a private university in and near Budapest, Hungary, belonging to the Catholic Church in Hungary, Catholic Church and recognized by the state. While PPKE takes its name after an insti ...
in Budapest, from which he earned a doctorate in 1936. His thesis, on higher-dimensional surfaces, was supervised by
Lipót Fejér Lipót Fejér (or Leopold Fejér, ; 9 February 1880 – 15 October 1959) was a Hungarian mathematician of Jewish heritage. Fejér was born Leopold Weisz, and changed to the Hungarian name Fejér around 1900. Biography He was born in Pécs, Au ...
. Because of increasing discrimination against Jews in the 1930s and following the lead of his cousin, politician
Vilmos Vázsonyi Vilmos Vázsonyi (born as Vilmos Weiszfeld; 1868–1926) was a Hungarian publicist and politician of Jewish heritage. Biography Vázsonyi was born at Sümeg. He was educated at Budapest, where his remarkable eloquence made him the leader ...
, he changed his name in 1937 to Andrew Vázsonyi. The name comes from that of his father's native town,
Nagyvázsony Nagyvázsony is a village in Veszprém, Hungary. It lies approximately 15 km (9 mi) north of the Lake Balaton. It houses Kinizsi Castle, a 14th-century fortification donated by Matthias I to Pál Kinizsi. Kinizsi's sarcophagus can b ...
.. During this period, Vázsonyi studied
graph theory In mathematics and computer science, graph theory is the study of ''graph (discrete mathematics), graphs'', which are mathematical structures used to model pairwise relations between objects. A graph in this context is made up of ''Vertex (graph ...
, working with Erdős on finding necessary and sufficient conditions for an infinite graph to have an
Euler tour In graph theory, an Eulerian trail (or Eulerian path) is a trail in a finite graph that visits every edge exactly once (allowing for revisiting vertices). Similarly, an Eulerian circuit or Eulerian cycle is an Eulerian trail that starts and end ...
. In 1938, Vázsonyi was invited by Otto Szász to escape Europe and work with Szász at the
University of Cincinnati The University of Cincinnati (UC or Cincinnati, informally Cincy) is a public university, public research university in Cincinnati, Ohio, United States. It was founded in 1819 and had an enrollment of over 53,000 students in 2024, making it the ...
, but was only able to obtain a one-year student visa. Instead, he traveled to
Paris Paris () is the Capital city, capital and List of communes in France with over 20,000 inhabitants, largest city of France. With an estimated population of 2,048,472 residents in January 2025 in an area of more than , Paris is the List of ci ...
, and finally succeeded in traveling to the US in April 1940, two months before France's fall to the Nazis. He spent a year at a
Quaker Quakers are people who belong to the Religious Society of Friends, a historically Protestant Christian set of denominations. Members refer to each other as Friends after in the Bible, and originally, others referred to them as Quakers ...
workshop at
Haverford, Pennsylvania Haverford is an Unincorporated area#United States, unincorporated community located in both Haverford Township, Pennsylvania, Haverford Township in Delaware County, Pennsylvania, United States, and Lower Merion Township, Pennsylvania, Lower Merio ...
, and in 1941 began graduate studies in mechanical engineering at
Harvard University Harvard University is a Private university, private Ivy League research university in Cambridge, Massachusetts, United States. Founded in 1636 and named for its first benefactor, the History of the Puritans in North America, Puritan clergyma ...
, studying there under
Richard von Mises Richard Martin Edler von Mises (; 19 April 1883 – 14 July 1953) was an Austrian scientist and mathematician who worked on solid mechanics, fluid mechanics, aerodynamics, aeronautics, statistics and probability theory. He held the position of ...
with the support of a Gordon McKay Fellowship. He earned an M.S. in 1942 and continued to work at Harvard for Howard Wilson Emmons, studying the design of
supersonic Supersonic speed is the speed of an object that exceeds the speed of sound (Mach 1). For objects traveling in dry air of a temperature of 20 °C (68 °F) at sea level, this speed is approximately . Speeds greater than five times ...
aircraft. While at Harvard, he met and married Baroness Laura Vladimirovna Saparova, a musician and immigrant from
Georgia Georgia most commonly refers to: * Georgia (country), a country in the South Caucasus * Georgia (U.S. state), a state in the southeastern United States Georgia may also refer to: People and fictional characters * Georgia (name), a list of pe ...
whom he had met at Harvard's International Club. In 1945, Vázsonyi took US citizenship and left Harvard, working as an engineer for the
Elliott Company Elliott Company designs, manufactures, installs, and services turbo-machinery for prime movers and rotating machinery. Headquartered in Jeannette, Pennsylvania, Elliott Company is a wholly owned subsidiary of the Japan-based Ebara Corporation, a ...
in
Jeannette, Pennsylvania Jeannette is a city in Westmoreland County, Pennsylvania, United States. The population was 8,780 at the 2020 census. Jeannette was founded in 1888 and named after Jeannette Hartupee McKee, the wife of one of the city's founders, H. Sellers McKe ...
. From there, he moved to southern California, where he worked on missile design for
North American Aviation North American Aviation (NAA) was a major American aerospace manufacturer that designed and built several notable aircraft and spacecraft. Its products included the T-6 Texan trainer, the P-51 Mustang fighter, the B-25 Mitchell bomber, the F- ...
. He moved to the U.S.
Naval Ordnance Test Station Naval Air Weapons Station (NAWS) China Lake is a large military installation in California that supports the research, testing and evaluation programs of the United States Navy. It is part of Navy Region Southwest under Commander, Navy Install ...
in 1948, where he headed their missile guidance and control division, and in 1953 moved again to
Hughes Aircraft The Hughes Aircraft Company was a major American aerospace company, aerospace and defense contractor founded on February 14, 1934 by Howard Hughes in Glendale, California, as a division of the Hughes Tool Company. The company produced the Hughes ...
. At Hughes, his interests shifted from aeronautics to
management science Management science (or managerial science) is a wide and interdisciplinary study of solving complex problems and making strategic decisions as it pertains to institutions, corporations, governments and other types of organizational entities. It is ...
. He began working on computerization of Hughes' payroll and production lines, and on diagramming parts requirements. His alias "Zepartzatt Gozinto" began during this period, when he visited the
RAND Corporation The RAND Corporation, doing business as RAND, is an American nonprofit global policy think tank, research institute, and public sector consulting firm. RAND engages in research and development (R&D) in several fields and industries. Since the ...
and, during a presentation there, made a joke that was misinterpreted by attendee
George Dantzig George Bernard Dantzig (; November 8, 1914 – May 13, 2005) was an American mathematical scientist who made contributions to industrial engineering, operations research, computer science, economics, and statistics. Dantzig is known for his dev ...
. Through the 1950s and 1960s, Vázsonyi continued to work on management science problems at several other companies, including the
Ramo-Wooldridge Corporation TRW Inc. was an American corporation involved in a variety of businesses, mainly aerospace, electronics, automotive, and credit reporting.http://www.fundinguniverse.com/company-histories/TRW-Inc-Company-History.html TRW Inc. It was a pioneer ...
, Roe Alderson, and a second stint at NAA. In 1970, Vázsonyi joined the School of Management at the
University of Southern California The University of Southern California (USC, SC, or Southern Cal) is a Private university, private research university in Los Angeles, California, United States. Founded in 1880 by Robert M. Widney, it is the oldest private research university in ...
, but he did not get tenure there, and in 1973 he moved to the Graduate School of Business at the
University of Rochester The University of Rochester is a private university, private research university in Rochester, New York, United States. It was founded in 1850 and moved into its current campus, next to the Genesee River in 1930. With approximately 30,000 full ...
. In the late 1970s, threatened with forced retirement at Rochester as he neared age 65, he moved again to
St. Mary's University, Texas St. Mary's University is a private Catholic university in San Antonio, Texas, United States. Founded by the Society of Mary (Marianists) in 1852, St. Mary's is the oldest Catholic university in Texas and the American Southwest. With a student p ...
. He retired in 1987, but continued to teach as an emeritus professor at the
University of San Francisco The University of San Francisco (USF) is a Private university, private Society of Jesus, Jesuit university in San Francisco, California, United States. Founded in 1855, it has nearly 9,000 students pursuing undergraduate and graduate degrees ...
. Vázsonyi died on November 13, 2003, in
Santa Rosa, California Santa Rosa (Spanish language, Spanish for "Rose of Lima, Saint Rose") is a city in and the county seat of Sonoma County, California, Sonoma County, in the North Bay (San Francisco Bay Area), North Bay region of the San Francisco Bay Area, Bay A ...
. In 2009, a memorial collection of research articles was published in his honor.


Contributions


Weiszfeld's algorithm

The
geometric median In geometry, the geometric median of a discrete point set in a Euclidean space is the point minimizing the sum of distances to the sample points. This generalizes the median, which has the property of minimizing the sum of distances or absolute ...
of a set of points in the
Euclidean plane In mathematics, a Euclidean plane is a Euclidean space of Two-dimensional space, dimension two, denoted \textbf^2 or \mathbb^2. It is a geometric space in which two real numbers are required to determine the position (geometry), position of eac ...
is the point (not necessarily in the given set) that minimizes the sum of distances to the given points; the solution for three points was first given by
Evangelista Torricelli Evangelista Torricelli ( ; ; 15 October 160825 October 1647) was an Italian people, Italian physicist and mathematician, and a student of Benedetto Castelli. He is best known for his invention of the barometer, but is also known for his advances i ...
, after being challenged with it by
Pierre de Fermat Pierre de Fermat (; ; 17 August 1601 – 12 January 1665) was a French mathematician who is given credit for early developments that led to infinitesimal calculus, including his technique of adequality. In particular, he is recognized for his d ...
in the 17th century. An algorithm for the more general problem with an arbitrarily large number of points, published by Weiszfeld in 1937, solves this problem numerically using a
hill climbing numerical analysis, hill climbing is a mathematical optimization technique which belongs to the family of local search. It is an iterative algorithm that starts with an arbitrary solution to a problem, then attempts to find a better soluti ...
procedure that repeatedly finds a point improving the sum of distances until no more improvements can be made. Each step of this algorithm assigns weights to the points, inversely proportional to the distances to the current solution, and then finds the
weighted average The weighted arithmetic mean is similar to an ordinary arithmetic mean (the most common type of average), except that instead of each of the data points contributing equally to the final average, some data points contribute more than others. The ...
of the points, which is the point that minimizes the sum of the squares of the weighted distances. The algorithm has been frequently rediscovered, and although other methods for finding the geometric median are known, Weiszfeld's algorithm is still frequently used due to its simplicity and rapid convergence.


Kruskal's tree theorem

Kruskal's tree theorem In mathematics, Kruskal's tree theorem states that the set of finite trees over a well-quasi-ordered set of labels is itself well-quasi-ordered under homeomorphic embedding. A finitary application of the theorem gives the existence of the fast-g ...
states that, in every infinite set of finite
trees In botany, a tree is a perennial plant with an elongated stem, or trunk, usually supporting branches and leaves. In some usages, the definition of a tree may be narrower, e.g., including only woody plants with secondary growth, only p ...
, there exists a pair of trees one of which is homeomorphically embedded into the other; another way of stating the same fact is that the homeomorphisms of trees form a
well-quasi-ordering In mathematics, specifically order theory, a well-quasi-ordering or wqo on a set X is a quasi-ordering of X for which every infinite sequence of elements x_0, x_1, x_2, \ldots from X contains an increasing pair x_i \leq x_j with i x_2> \cdots) ...
. In his 1960 paper giving the first proof of this result,
Joseph Kruskal Joseph Bernard Kruskal, Jr. (; January 29, 1928 – September 19, 2010) was an American mathematician, statistician, computer scientist and psychometrician. Personal life Kruskal was born to a Jewish family in New York City to a successful fu ...
credits it to a conjecture of Vázsonyi. The
Robertson–Seymour theorem In graph theory, the Robertson–Seymour theorem (also called the graph minors theorem) states that the undirected graphs, partially ordered by the graph minor relationship, form a well-quasi-ordering. Equivalently, every family of graphs that is ...
greatly generalizes this result from trees to graphs.


TIMS and DSI

While working in the aerospace industry, Vázsonyi attended meetings of the
Operations Research Society of America The Institute for Operations Research and the Management Sciences (INFORMS) is an international society for practitioners in the fields of operations research (O.R.), management science, and analytics. It was established in 1995 with the merger of ...
, but found it to be too remote from the business interests of his employers. In 1953, with William W. Cooper and Mel Salveson, Vázsonyi founded The Institute of Management Sciences; Cooper became the first president of the new society, and Vázsonyi became the first past president (without ever having been president). ORSA and TIMS later merged in 1995 to form the
Institute for Operations Research and the Management Sciences The Institute for Operations Research and the Management Sciences (INFORMS) is an international society for practitioners in the fields of operations research Operations research () (U.S. Air Force Specialty Code: Operations Analysis), often s ...
. Vázsonyi also helped found the Decision Sciences Institute, and became a fellow of it.


Books

As well as his 2002 autobiography, ''Which Door Has the Cadillac: Adventures of a Real-Life Mathematician'', Vázsonyi was the author of several technical books, including: *''Scientific programming in business and industry'' (Wiley, 1963) *''Problem solving by digital computers with PL/I programming'' (Prentice-Hall, 1970) *''Finite mathematics: quantitative analysis for management'' (Wiley, 1977)Review of ''Finite Mathematics: Quantitative Analysis for Management'': * *''Introduction to data processing'' (R. D. Irwin, 1980)


References


External resources


Biography of Andrew Vazsonyi
from the Institute for Operations Research and the Management Sciences {{DEFAULTSORT:Vazsonyi, Andrew 1916 births 2003 deaths Mathematicians from Budapest American mathematicians Hungarian emigrants to the United States Hungarian Jews Hungarian operations researchers University of Southern California faculty University of Rochester faculty St. Mary's University, Texas faculty University of San Francisco faculty American operations researchers Harvard John A. Paulson School of Engineering and Applied Sciences alumni