Lloyd S. Shapley
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Lloyd Stowell Shapley (; June 2, 1923 – March 12, 2016) was an American
mathematician A mathematician is someone who uses an extensive knowledge of mathematics in their work, typically to solve mathematical problems. Mathematicians are concerned with numbers, data, quantity, mathematical structure, structure, space, Mathematica ...
and
Nobel Memorial Prize The Nobel Memorial Prize in Economic Sciences, officially the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel (), commonly referred to as the Nobel Prize in Economics(), is an award in the field of economic sciences adminis ...
-winning
economist An economist is a professional and practitioner in the social sciences, social science discipline of economics. The individual may also study, develop, and apply theories and concepts from economics and write about economic policy. Within this ...
. He contributed to the fields of
mathematical economics Mathematical economics is the application of Mathematics, mathematical methods to represent theories and analyze problems in economics. Often, these Applied mathematics#Economics, applied methods are beyond simple geometry, and may include diff ...
and especially
game theory Game theory is the study of mathematical models of strategic interactions. It has applications in many fields of social science, and is used extensively in economics, logic, systems science and computer science. Initially, game theory addressed ...
. Shapley is generally considered one of the most important contributors to the development of game theory since the work of von Neumann and Morgenstern. With
Alvin E. Roth Alvin Eliot Roth (born December 18, 1951) is an American academic. He is the Craig and Susan McCaw professor of economics at Stanford University and the George Gund (philanthropist), Gund professor of economics and business administration emeri ...
, Shapley won the 2012
Nobel Memorial Prize in Economic Sciences The Nobel Memorial Prize in Economic Sciences, officially the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel (), commonly referred to as the Nobel Prize in Economics(), is an award in the field of economic sciences adminis ...
"for the theory of stable allocations and the practice of
market design Market design is an interdisciplinary, ilgrom Nemmers Prize Presentation Slides, 2008 engineering-driven approach to economics and a practical methodology for creation of markets of certain properties, which is partially based on mechanism design. ...
."


Life and career

Lloyd Shapley was born on June 2, 1923, in
Cambridge, Massachusetts Cambridge ( ) is a city in Middlesex County, Massachusetts, United States. It is a suburb in the Greater Boston metropolitan area, located directly across the Charles River from Boston. The city's population as of the 2020 United States census, ...
, one of the sons of astronomers
Harlow Shapley Harlow Shapley (November 2, 1885 – October 20, 1972) was an American astronomer, who served as head of the Harvard College Observatory from 1921–1952, and political activist during the latter New Deal and Fair Deal. Shapley used Cepheid var ...
and
Martha Betz Shapley Martha Betz Shapley (August 3, 1890 – January 24, 1981) was an American astronomer known for her research on eclipsing binary stars. Early life Shapley was born on August 3, 1890, in Kansas City, Missouri, one of seven children of school music ...
, both from Missouri. He attended
Phillips Exeter Academy Phillips Exeter Academy (often called Exeter or PEA) is an Independent school, independent, co-educational, college-preparatory school in Exeter, New Hampshire. Established in 1781, it is America's sixth-oldest boarding school and educates an es ...
and was a student at Harvard when he was drafted in 1943. He served in the
United States Army Air Corps The United States Army Air Corps (USAAC) was the aerial warfare service component of the United States Army between 1926 and 1941. After World War I, as early aviation became an increasingly important part of modern warfare, a philosophical ri ...
in
Chengdu, China Chengdu; Sichuanese pronunciation: , Standard Chinese pronunciation: ; previously romanized as Chengtu. is the capital city of the Chinese province of Sichuan. With a population of 20,937,757 at the 2020 census, it is the fourth most popu ...
and received the
Bronze Star The Bronze Star Medal (BSM) is a United States Armed Forces decoration awarded to members of the United States Armed Forces for either heroic achievement, heroic service, meritorious achievement, or meritorious service in a combat zone. Wh ...
decoration for breaking the Soviet weather code. After the war, Shapley returned to Harvard and graduated with an A.B. in mathematics in 1948. After working for one year at 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 ...
, he went to
Princeton University Princeton University is a private university, private Ivy League research university in Princeton, New Jersey, United States. Founded in 1746 in Elizabeth, New Jersey, Elizabeth as the College of New Jersey, Princeton is the List of Colonial ...
where he received a Ph.D. in 1953 based on the thesis "Additive and non-additive set functions". His thesis and post-doctoral work introduced the
Shapley value In cooperative game theory, the Shapley value is a method (solution concept) for fairly distributing the total gains or costs among a group of players who have collaborated. For example, in a team project where each member contributed differently, ...
and the
core Core or cores may refer to: Science and technology * Core (anatomy), everything except the appendages * Core (laboratory), a highly specialized shared research resource * Core (manufacturing), used in casting and molding * Core (optical fiber ...
solution in
game theory Game theory is the study of mathematical models of strategic interactions. It has applications in many fields of social science, and is used extensively in economics, logic, systems science and computer science. Initially, game theory addressed ...
. Shapley defined game theory as "a mathematical study of conflict and cooperation." After graduating, he remained at Princeton for a short time before going back to the RAND corporation from 1954 to 1981. In 1950, while a graduate student, Shapley invented the board game '' So Long Sucker'', along with Mel Hausner,
John Forbes Nash John Forbes Nash Jr. (June 13, 1928 – May 23, 2015), known and published as John Nash, was an American mathematician who made fundamental contributions to game theory, real algebraic geometry, differential geometry, and partial differenti ...
, and
Martin Shubik Martin Shubik (1926–2018) was an American mathematical economist who specialized in game theory, defense analysis, and the theory of money. The latter was his main research interest and he referred to it as his "white whale". He also coined th ...
. Israeli economist and Nobel Laureate
Robert Aumann Robert John Aumann (Yisrael Aumann, ; born June 8, 1930) is an Israeli-American mathematician, and a member of the United States National Academy of Sciences. He is a professor at the Center for the Study of Rationality in the Hebrew University ...
considered Shapley to be "the greatest game theorist of all time."Hagerty, James, Lloyd Shapley: 1923–2016, Wall Street Journal, March 19–20, 2016, p. A7. From 1981 until his death, Shapley was a professor 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, United States. Its academic roots were established in 1881 as a normal school the ...
(UCLA), serving at the time of his death as a professor emeritus there, affiliated with the Mathematics and Economics departments. He died on March 12, 2016, in
Tucson, Arizona Tucson (; ; ) is a city in Pima County, Arizona, United States, and its county seat. It is the second-most populous city in Arizona, behind Phoenix, Arizona, Phoenix, with a population of 542,630 in the 2020 United States census. The Tucson ...
, after suffering from a
broken hip A hip fracture is a break that occurs in the upper part of the femur (thigh bone), at the femoral neck or (rarely) the femoral head. Symptoms may include pain around the hip, particularly with movement, and shortening of the leg. Usually ...
, at the age of 92. Shapley was an expert Kriegspiel player, and an avid baseball fan.


Contribution

Along with the
Shapley value In cooperative game theory, the Shapley value is a method (solution concept) for fairly distributing the total gains or costs among a group of players who have collaborated. For example, in a team project where each member contributed differently, ...
,
stochastic games In game theory, a stochastic game (or Markov game) is a repeated game with probabilistic transitions played by one or more players. The game is played in a sequence of stages. At the beginning of each stage the game is in some state. The players s ...
, the
Bondareva–Shapley theorem The Bondareva–Shapley theorem, in game theory, describes a necessary and sufficient condition for the non-emptiness of the core of a cooperative game in characteristic function form. Specifically, the game's core is non-empty if and only if the ...
(which implies that
convex games In game theory, a cooperative game (or coalitional game) is a game with groups of players who form binding “coalitions” with external enforcement of cooperative behavior (e.g. through contract law). This is different from non-cooperative ga ...
have non-empty cores), the
Shapley–Shubik power index The Shapley–Shubik power index was formulated by Lloyd Shapley and Martin Shubik in 1954 to measure the powers of players in a voting game. The constituents of a voting system, such as legislative bodies, executives, shareholders, individual leg ...
(for
weighted A weight function is a mathematical device used when performing a sum, integral, or average to give some elements more "weight" or influence on the result than other elements in the same set. The result of this application of a weight function is ...
or block voting power), the
Gale–Shapley algorithm In mathematics, economics, and computer science, the Gale–Shapley algorithm (also known as the deferred acceptance algorithm, propose-and-reject algorithm, or Boston Pool algorithm) is an algorithm for finding a solution to the stable matchi ...
for the
stable marriage problem In mathematics, economics, and computer science, the stable matching problem is the problem of finding a stable matching between two equally sized sets of elements given an ordering of preferences for each element. A matching is a bijection from ...
, the concept of a
potential game In game theory, a game is said to be a potential game if the incentive of all players to change their strategy can be expressed using a single global function called the potential function. The concept originated in a 1996 paper by Dov Monderer and ...
(with Dov Monderer), the Aumann–Shapley pricing, the Harsanyi–Shapley solution, the Snow–Shapley theorem for matrix games, and the Shapley–Folkman lemma & theorem bear his name. According to ''
The Economist ''The Economist'' is a British newspaper published weekly in printed magazine format and daily on Electronic publishing, digital platforms. It publishes stories on topics that include economics, business, geopolitics, technology and culture. M ...
'', Shapley "may have thought of himself as a mathematician, but he cannot avoid being remembered for his huge contributions to economics". The
American Economic Association The American Economic Association (AEA) is a learned society in the field of economics, with approximately 23,000 members. It publishes several peer-reviewed journals, including the Journal of Economic Literature, American Economic Review, an ...
noted that Shapley was "one of the giants of game theory and economic theory". Besides, his early work with R. N. Snow and
Samuel Karlin Samuel Karlin (June 8, 1924 – December 18, 2007) was an American mathematician at Stanford University in the late 20th century. Education and career Karlin was born in Janów, Poland and immigrated to Chicago as a child. Raised in an Orthodo ...
on matrix games was so complete that little has been added since. He has been instrumental in the development of
utility theory In economics, utility is a measure of a certain person's satisfaction from a certain state of the world. Over time, the term has been used with at least two meanings. * In a Normative economics, normative context, utility refers to a goal or ob ...
, and it was he who laid much of the groundwork for the solution of the problem of the existence of Von Neumann–Morgenstern stable sets. His work with M. Maschler and B. Peleg on the kernel and the nucleolus, and his work with
Robert Aumann Robert John Aumann (Yisrael Aumann, ; born June 8, 1930) is an Israeli-American mathematician, and a member of the United States National Academy of Sciences. He is a professor at the Center for the Study of Rationality in the Hebrew University ...
on non-atomic games and on long-term competition have all appeared in economic theory. Shapley argued with his sons about whether he should accept the Nobel Prize at all. He opined that his father, the astronomer
Harlow Shapley Harlow Shapley (November 2, 1885 – October 20, 1972) was an American astronomer, who served as head of the Harvard College Observatory from 1921–1952, and political activist during the latter New Deal and Fair Deal. Shapley used Cepheid var ...
, deserved it more. His sons persuaded him to accept it and accompanied him to
Stockholm Stockholm (; ) is the Capital city, capital and List of urban areas in Sweden by population, most populous city of Sweden, as well as the List of urban areas in the Nordic countries, largest urban area in the Nordic countries. Approximately ...
.


Awards and honors

*
Bronze Star The Bronze Star Medal (BSM) is a United States Armed Forces decoration awarded to members of the United States Armed Forces for either heroic achievement, heroic service, meritorious achievement, or meritorious service in a combat zone. Wh ...
, U.S. Army Air Corps, 1944 * Procter Fellow,
Princeton University Princeton University is a private university, private Ivy League research university in Princeton, New Jersey, United States. Founded in 1746 in Elizabeth, New Jersey, Elizabeth as the College of New Jersey, Princeton is the List of Colonial ...
, 1951–52 * Fellow,
Econometric Society The Econometric Society is an international society of academic economists interested in applying statistical tools in the practice of econometrics. It is an independent organization with no connections to societies of professional mathematicians o ...
, 1967 * Fellow,
American Academy of Arts and Sciences The American Academy of Arts and Sciences (The Academy) is one of the oldest learned societies in the United States. It was founded in 1780 during the American Revolution by John Adams, John Hancock, James Bowdoin, Andrew Oliver, and other ...
, 1974 * Member,
National Academy of Sciences The National Academy of Sciences (NAS) is a United States nonprofit, NGO, non-governmental organization. NAS is part of the National Academies of Sciences, Engineering, and Medicine, along with the National Academy of Engineering (NAE) and the ...
, 1978 *
John von Neumann Theory Prize The John von Neumann Theory Prize of the Institute for Operations Research and the Management Sciences (INFORMS) is awarded annually to an individual (or sometimes a group) who has made fundamental and sustained contributions to theory in opera ...
, 1981 * Honorary Ph.D.,
Hebrew University of Jerusalem The Hebrew University of Jerusalem (HUJI; ) is an Israeli public university, public research university based in Jerusalem. Co-founded by Albert Einstein and Chaim Weizmann in July 1918, the public university officially opened on 1 April 1925. ...
, 1986 * Fellow, INFORMS (
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 ...
), 2002 * Distinguished Fellow,
American Economic Association The American Economic Association (AEA) is a learned society in the field of economics, with approximately 23,000 members. It publishes several peer-reviewed journals, including the Journal of Economic Literature, American Economic Review, an ...
, 2007 * Fellow,
American Mathematical Society The American Mathematical Society (AMS) is an association of professional mathematicians dedicated to the interests of mathematical research and scholarship, and serves the national and international community through its publications, meetings, ...
, 2012 * Sveriges Riksbank
Nobel Memorial Prize in Economic Sciences The Nobel Memorial Prize in Economic Sciences, officially the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel (), commonly referred to as the Nobel Prize in Economics(), is an award in the field of economic sciences adminis ...
, 2012 *
Golden Goose Award The Golden Goose Award is a United States award in recognition of scientists whose federally funded basic research has led to innovations or inventions with significant impact on humanity or society. Created by Congressman Jim Cooper of Tennessee ...
, 2013


Selected publications

* A Value for ''n''-person Games
953 Year 953 ( CMLIII) was a common year starting on Saturday of the Julian calendar. Events By place Byzantine Empire * Battle of Marash: Emir Sayf al-Dawla marches north into the Byzantine Empire and ravages the countryside of Malatya ...
In ''Contributions to the Theory of Games'' volume II, H. W. Kuhn and A. W. Tucker (eds.). * Stochastic Games
953 Year 953 ( CMLIII) was a common year starting on Saturday of the Julian calendar. Events By place Byzantine Empire * Battle of Marash: Emir Sayf al-Dawla marches north into the Byzantine Empire and ravages the countryside of Malatya ...
''Proceedings of National Academy of Science'' Vol. 39, pp. 1095–1100. * A Method for Evaluating the Distribution of Power in a Committee System
954 Year 954 ( CMLIV) was a common year starting on Sunday of the Julian calendar. Events By place Europe * Spring – A Hungarian army led by Bulcsú crosses the Rhine. He camps at Worms in the capital of his ally Conrad the Red, d ...
(with
Martin Shubik Martin Shubik (1926–2018) was an American mathematical economist who specialized in game theory, defense analysis, and the theory of money. The latter was his main research interest and he referred to it as his "white whale". He also coined th ...
), ''
American Political Science Review The ''American Political Science Review'' (''APSR'') is a quarterly peer-reviewed academic journal covering all areas of political science. It is an official journal of the American Political Science Association and is published on their behalf ...
'' Vol. 48, pp. 787–792. * College Admissions and the Stability of Marriage
962 Year 962 ( CMLXII) was a common year starting on Wednesday of the Julian calendar. Events By place Byzantine Empire * December – Arab–Byzantine wars – Sack of Aleppo: A Byzantine expeditionary force under General Nike ...
(with
David Gale David Gale (December 13, 1921 – March 7, 2008) was an American mathematician and economist. He was a professor emeritus at the University of California, Berkeley, affiliated with the departments of mathematics, economics, and industrial ...
), ''The
American Mathematical Monthly ''The American Mathematical Monthly'' is a peer-reviewed scientific journal of mathematics. It was established by Benjamin Finkel in 1894 and is published by Taylor & Francis on behalf of the Mathematical Association of America. It is an exposi ...
'' Vol. 69, pp. 9–15. * Simple Games : An Outline of the Descriptive Theory
962 Year 962 ( CMLXII) was a common year starting on Wednesday of the Julian calendar. Events By place Byzantine Empire * December – Arab–Byzantine wars – Sack of Aleppo: A Byzantine expeditionary force under General Nike ...
''
Behavioral Science Behavioural science is the branch of science concerned with Human behavior, human behaviour.Hallsworth, M. (2023). A manifesto for applying behavioural science. ''Nature Human Behaviour'', ''7''(3), 310-322. While the term can technically be ap ...
'' Vol. 7, pp. 59–66. * On Balanced Sets and Cores
967 Year 967 ( CMLXVII) was a common year starting on Tuesday of the Julian calendar. Events By place Europe * Spring – Emperor Otto I (the Great) calls for a council at Rome, to present the new government under Pope John XIII. He ...
''
Naval Research Logistics Quarterly ''Naval Research Logistics'' is a peer-reviewed scientific journal that publishes papers in the field of logistics, especially those in the areas of operations research, applied statistics, and quantitative modeling. It was established in 1954 ...
'' Vol. 14, pp. 453–460. * On Market Games
969 Year 969 ( CMLXIX) was a common year starting on Friday of the Julian calendar, the 969th year of the Common Era (CE) and ''Anno Domini'' (AD) designations, the 969th year of the 1st millennium, the 69th year of the 10th century, and the 10th ...
(with
Martin Shubik Martin Shubik (1926–2018) was an American mathematical economist who specialized in game theory, defense analysis, and the theory of money. The latter was his main research interest and he referred to it as his "white whale". He also coined th ...
), ''
Journal of Economic Theory The ''Journal of Economic Theory'' is a bimonthly peer-reviewed academic journal covering the field of economic theory. Karl Shell has served as editor-in-chief of the journal since it was established in 1968. Since 2000, he has shared the editor ...
'' Vol. 1, pp. 9–25. * Utility Comparison and the Theory of Games
969 Year 969 ( CMLXIX) was a common year starting on Friday of the Julian calendar, the 969th year of the Common Era (CE) and ''Anno Domini'' (AD) designations, the 969th year of the 1st millennium, the 69th year of the 10th century, and the 10th ...
''La Decision'', pp. 251–263. * Cores of Convex Games
971 Year 971 ( CMLXXI) was a common year starting on Sunday of the Julian calendar. Events By place Byzantine Empire * Battle of Dorostolon: A Byzantine expeditionary army (possibly 30–40,000 men) attacks the Bulgarian frontier, perso ...
''International Journal of Game Theory'' Vol. 1, pp. 11–26. * The Assignment Game I: The Core
971 Year 971 ( CMLXXI) was a common year starting on Sunday of the Julian calendar. Events By place Byzantine Empire * Battle of Dorostolon: A Byzantine expeditionary army (possibly 30–40,000 men) attacks the Bulgarian frontier, perso ...
(with
Martin Shubik Martin Shubik (1926–2018) was an American mathematical economist who specialized in game theory, defense analysis, and the theory of money. The latter was his main research interest and he referred to it as his "white whale". He also coined th ...
), ''International Journal of Game Theory'' Vol. 1, pp. 111–130. * ''Values of Non-Atomic Games''
974 Year 974 ( CMLXXIV) was a common year starting on Thursday of the Julian calendar. Events By place Europe * Battle of Danevirke: Emperor Otto II defeats the rebel forces of King Harald I, who has invaded Nordalbingia (modern-day Ho ...
(with
Robert Aumann Robert John Aumann (Yisrael Aumann, ; born June 8, 1930) is an Israeli-American mathematician, and a member of the United States National Academy of Sciences. He is a professor at the Center for the Study of Rationality in the Hebrew University ...
), Princeton University Press. * Mathematical Properties of the Banzhaf Power Index
979 Year 979 (Roman numerals, CMLXXIX) was a common year starting on Wednesday of the Julian calendar. It was the 979th year of the Common Era and the Anno Domini designation, the 979th year of the 1st millennium, the 79th year of the 10th century, ...
(with
Pradeep Dubey Pradeep Dubey (born 9 January 1951) is an Indian game theorist. He is a Professor of Economics at the State University of New York, Stony Brook, and a member of the Stony Brook Center for Game Theory. He also holds a visiting position at Cowl ...
), ''
Mathematics of Operations Research ''Mathematics of Operations Research'' is a quarterly peer-reviewed scientific journal established in February 1976. It focuses on areas of mathematics relevant to the field of operations research such as continuous optimization, discrete optimizat ...
'' Vol. 4, pp. 99–132. * Long-Term Competition – A Game-Theoretic Analysis
994 Year 994 ( CMXCIV) was a common year starting on Monday of the Julian calendar. Events By place Byzantine Empire * September 15 – Battle of the Orontes: Fatimid forces, under Turkish general Manjutakin (also the governor ...
(with
Robert Aumann Robert John Aumann (Yisrael Aumann, ; born June 8, 1930) is an Israeli-American mathematician, and a member of the United States National Academy of Sciences. He is a professor at the Center for the Study of Rationality in the Hebrew University ...
), in ''Essays in Game Theory: In Honor of
Michael Maschler Michael Bahir Maschler (; July 22, 1927 – July 20, 2008) was an Israeli mathematician well known for his contributions to the field of game theory. He was a professor in the Einstein Institute of Mathematics and the Center for the Study of ...
'',
Nimrod Megiddo Nimrod Megiddo () is a mathematician and computer scientist. He is a research scientist at the IBM Almaden Research Center and Stanford University. His interests include combinatorial optimization, algorithm design and analysis, game theory, and ...
(ed.), Springer-Verlag. * Potential Games
996 Year 996 ( CMXCVI) was a leap year starting on Wednesday of the Julian calendar. Events By place Japan * February - Chotoku Incident: Fujiwara no Korechika and Takaie shoot an arrow at Retired Emperor Kazan. * 2 March: Emperor ...
(with Dov Monderer), ''
Games and Economic Behavior ''Games and Economic Behavior'' (''GEB'') is a journal of game theory published by Elsevier. Founded in 1989, the journal's stated objective is to communicate game-theoretic ideas across theory and applications. It is considered to be the leadi ...
'' Vol. 14, pp. 124–143. * On Authority Distributions in Organizations
003 003, O03, 0O3, OO3 may refer to: * 003, former emergency telephone number for the Norwegian ambulance service (until 1986) * 1990 OO3, the asteroid 6131 Towen * OO3 gauge model railway * ''O03 (O2)'' and other related blood type alleles in the AB ...
(with Xingwei Hu), ''Games and Economic Behavior'' Vol. 45, pp. 132–152, 153–170. * Multiperson Utility
008 008, OO8, O08, or 0O8 may refer to: * "008", a fictional 00 Agent In Ian Fleming's James Bond novels and the derived films, the 00 Section of MI6 is considered the secret service's elite. A 00 (pronounced "Double O") is a field agent who ho ...
(with Manel Baucells). ''Games and Economic Behavior'' Vol. 62, pp. 329–347.


See also

*
Matching theory (economics) In economics, search and matching theory is a mathematical framework attempting to describe the formation of mutually beneficial relationships over time. It is closely related to stable matching theory. Search and matching theory has been esp ...


References


Further reading

''Stable Marriage and Its Relation to Other Combinatorial Problems: An Introduction to the Mathematical Analysis of Algorithms'', Donald E. Knuth, American Mathematical Society, 1997 (English Translation.)


External links


The Shapley Value

Citation of von Neumann Theory Prize on L.S.Shapley's work
"Lloyd Shapley has dominated game theory for the thirty-seven years since von Neumann and Morgenstern published their path-breaking book, ''The Theory of Games and Economic Behavior''."
Albert Tucker's comment on L.S.Shapley's work
In 1995, Albert W. Tucker mentioned in his passing that Shapley was second only to Von Neumann as the most important researcher in theory of games so far. Philip Wolfe Interview by Irv Lustig, May 4, 2001. Video by Irv Lustig, Short Hills, NJ. * including the Nobel Lecture
Robert Aumann's Nobel lecture
also see her


UCLA – In Memoriam

Biography of Lloyd S. Shapley
from the Institute for Operations Research and the Management Sciences * * * {{DEFAULTSORT:Shapley, Lloyd Lloyd Shapley, 1923 births 2016 deaths People from Cambridge, Massachusetts John von Neumann Theory Prize winners American Nobel laureates Nobel laureates in Economics Members of the United States National Academy of Sciences Fellows of the Econometric Society Fellows of the Institute for Operations Research and the Management Sciences American game theorists Mathematical economists RAND Corporation people American probability theorists 20th-century American writers 21st-century American non-fiction writers 20th-century American economists 21st-century American economists 20th-century American mathematicians 21st-century American mathematicians Harvard University alumni Fellows of the American Mathematical Society Distinguished fellows of the American Economic Association Economists from Massachusetts United States Army Air Forces personnel of World War II American expatriates in China American people of German descent Phillips Exeter Academy alumni