Benoit B. Mandelbrot (20 November 1924 – 14 October 2010) was a Polish-born French-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
polymath
A polymath or polyhistor is an individual whose knowledge spans many different subjects, known to draw on complex bodies of knowledge to solve specific problems. Polymaths often prefer a specific context in which to explain their knowledge, ...
with broad interests in the practical sciences, especially regarding what he labeled as "the art of
roughness" of physical phenomena and "the uncontrolled element in life". He referred to himself as a "fractalist"
and is recognized for his contribution to the field of
fractal geometry, which included coining the word "fractal", as well as developing a theory of "roughness and
self-similarity" in nature.
In 1936, at the age of 11, Mandelbrot and his family emigrated from
Warsaw
Warsaw, officially the Capital City of Warsaw, is the capital and List of cities and towns in Poland, largest city of Poland. The metropolis stands on the Vistula, River Vistula in east-central Poland. Its population is officially estimated at ...
, Poland, to France. After
World War II
World War II or the Second World War (1 September 1939 – 2 September 1945) was a World war, global conflict between two coalitions: the Allies of World War II, Allies and the Axis powers. World War II by country, Nearly all of the wo ...
ended, Mandelbrot studied mathematics, graduating from universities in Paris and in the United States and receiving a master's degree in
aeronautics
Aeronautics is the science or art involved with the study, design process, design, and manufacturing of air flight-capable machines, and the techniques of operating aircraft and rockets within the atmosphere.
While the term originally referred ...
from the
California Institute of Technology. He spent most of his career in both the United States and France, having
dual French and
American citizenship. In 1958, he began a 35-year career at
IBM
International Business Machines Corporation (using the trademark IBM), nicknamed Big Blue, is an American Multinational corporation, multinational technology company headquartered in Armonk, New York, and present in over 175 countries. It is ...
, where he became an
IBM Fellow, and periodically took leaves of absence to teach 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 ...
. At Harvard, following the publication of his study of U.S. commodity markets in relation to cotton futures, he taught economics and applied sciences.
Because of his access to IBM's computers, Mandelbrot was one of the first to use computer graphics to create and display fractal geometric images, leading to his discovery of the
Mandelbrot set in 1980. He showed how visual complexity can be created from simple rules. He said that things typically considered to be "rough", a "mess", or "chaotic", such as clouds or shorelines, actually had a "degree of order".
His math- and geometry-centered research included contributions to such fields as
statistical physics,
meteorology
Meteorology is the scientific study of the Earth's atmosphere and short-term atmospheric phenomena (i.e. weather), with a focus on weather forecasting. It has applications in the military, aviation, energy production, transport, agricultur ...
,
hydrology
Hydrology () is the scientific study of the movement, distribution, and management of water on Earth and other planets, including the water cycle, water resources, and drainage basin sustainability. A practitioner of hydrology is called a hydro ...
,
geomorphology
Geomorphology () is the scientific study of the origin and evolution of topographic and bathymetric features generated by physical, chemical or biological processes operating at or near Earth's surface. Geomorphologists seek to understand wh ...
,
anatomy
Anatomy () is the branch of morphology concerned with the study of the internal structure of organisms and their parts. Anatomy is a branch of natural science that deals with the structural organization of living things. It is an old scien ...
,
taxonomy
image:Hierarchical clustering diagram.png, 280px, Generalized scheme of taxonomy
Taxonomy is a practice and science concerned with classification or categorization. Typically, there are two parts to it: the development of an underlying scheme o ...
,
neurology
Neurology (from , "string, nerve" and the suffix wikt:-logia, -logia, "study of") is the branch of specialty (medicine) , medicine dealing with the diagnosis and treatment of all categories of conditions and disease involving the nervous syst ...
,
linguistics
Linguistics is the scientific study of language. The areas of linguistic analysis are syntax (rules governing the structure of sentences), semantics (meaning), Morphology (linguistics), morphology (structure of words), phonetics (speech sounds ...
,
information technology
Information technology (IT) is a set of related fields within information and communications technology (ICT), that encompass computer systems, software, programming languages, data processing, data and information processing, and storage. Inf ...
,
computer graphics
Computer graphics deals with generating images and art with the aid of computers. Computer graphics is a core technology in digital photography, film, video games, digital art, cell phone and computer displays, and many specialized applications. ...
,
economics
Economics () is a behavioral science that studies the Production (economics), production, distribution (economics), distribution, and Consumption (economics), consumption of goods and services.
Economics focuses on the behaviour and interac ...
,
geology
Geology (). is a branch of natural science concerned with the Earth and other astronomical objects, the rocks of which they are composed, and the processes by which they change over time. Modern geology significantly overlaps all other Earth ...
,
medicine
Medicine is the science and Praxis (process), practice of caring for patients, managing the Medical diagnosis, diagnosis, prognosis, Preventive medicine, prevention, therapy, treatment, Palliative care, palliation of their injury or disease, ...
,
physical cosmology
Physical cosmology is a branch of cosmology concerned with the study of cosmological models. A cosmological model, or simply cosmology, provides a description of the largest-scale structures and dynamics of the universe and allows study of fu ...
,
engineering
Engineering is the practice of using natural science, mathematics, and the engineering design process to Problem solving#Engineering, solve problems within technology, increase efficiency and productivity, and improve Systems engineering, s ...
,
chaos theory
Chaos theory is an interdisciplinary area of Scientific method, scientific study and branch of mathematics. It focuses on underlying patterns and Deterministic system, deterministic Scientific law, laws of dynamical systems that are highly sens ...
,
econophysics,
metallurgy
Metallurgy is a domain of materials science and engineering that studies the physical and chemical behavior of metallic elements, their inter-metallic compounds, and their mixtures, which are known as alloys.
Metallurgy encompasses both the ...
, and the
social science
Social science (often rendered in the plural as the social sciences) is one of the branches of science, devoted to the study of societies and the relationships among members within those societies. The term was formerly used to refer to the ...
s.
Toward the end of his career, he was
Sterling Professor
Sterling Professor, the highest academic rank at Yale University, is awarded to a Academic tenure in North America, tenured faculty member considered the best in their field. It is akin to the rank of distinguished professor at other universities. ...
of Mathematical Sciences at
Yale University
Yale University is a Private university, private Ivy League research university in New Haven, Connecticut, United States. Founded in 1701, Yale is the List of Colonial Colleges, third-oldest institution of higher education in the United Stat ...
, where he was the oldest professor in Yale's history to receive tenure.
Mandelbrot also held positions at the
Pacific Northwest National Laboratory,
Université Lille Nord de France,
Institute for Advanced Study
The Institute for Advanced Study (IAS) is an independent center for theoretical research and intellectual inquiry located in Princeton, New Jersey. It has served as the academic home of internationally preeminent scholars, including Albert Ein ...
and
Centre National de la Recherche Scientifique
The French National Centre for Scientific Research (, , CNRS) is the French state research organisation and is the largest fundamental science agency in Europe.
In 2016, it employed 31,637 staff, including 11,137 tenured researchers, 13,415 eng ...
. During his career, he received over 15 honorary doctorates and served on many science journals, along with winning numerous awards. His autobiography, ''The Fractalist: Memoir of a Scientific Maverick'', was published posthumously in 2012.
Early years
Benedykt Mandelbrot was born in a
Lithuanian Jewish family, in
Warsaw
Warsaw, officially the Capital City of Warsaw, is the capital and List of cities and towns in Poland, largest city of Poland. The metropolis stands on the Vistula, River Vistula in east-central Poland. Its population is officially estimated at ...
during the
Second Polish Republic
The Second Polish Republic, at the time officially known as the Republic of Poland, was a country in Central and Eastern Europe that existed between 7 October 1918 and 6 October 1939. The state was established in the final stage of World War I ...
. His father made his living trading clothing; his mother was a dental surgeon. During his first two school years, he was tutored privately by an uncle who despised
rote learning: "Most of my time was spent playing chess, reading maps and learning how to open my eyes to everything around me."
In 1936, when he was 11, the family emigrated from Poland to France. The move,
World War II
World War II or the Second World War (1 September 1939 – 2 September 1945) was a World war, global conflict between two coalitions: the Allies of World War II, Allies and the Axis powers. World War II by country, Nearly all of the wo ...
, and the influence of his father's brother, the mathematician
Szolem Mandelbrojt (who had moved to Paris around 1920), further prevented a standard education. "The fact that my parents, as economic and political refugees, joined Szolem in France saved our lives," he writes.
Mandelbrot attended the Lycée Rollin (now the
Collège-lycée Jacques-Decour) in Paris until the start of
World War II
World War II or the Second World War (1 September 1939 – 2 September 1945) was a World war, global conflict between two coalitions: the Allies of World War II, Allies and the Axis powers. World War II by country, Nearly all of the wo ...
, when his family moved to
Tulle
Tulle (; ) is a Communes of France, commune in central France. It is the third-largest town in the former region of Limousin and is the capital of the Departments of France, department of Corrèze, in the Regions of France, region of Nouvelle- ...
, France. He was helped by
Rabbi
A rabbi (; ) is a spiritual leader or religious teacher in Judaism. One becomes a rabbi by being ordained by another rabbi—known as ''semikha''—following a course of study of Jewish history and texts such as the Talmud. The basic form of t ...
David Feuerwerker, the Rabbi of
Brive-la-Gaillarde, to continue his studies.
Much of France was occupied by the Nazis at the time, and Mandelbrot recalls this period:
In 1944, Mandelbrot returned to Paris, studied at the
Lycée du Parc in
Lyon
Lyon (Franco-Provençal: ''Liyon'') is a city in France. It is located at the confluence of the rivers Rhône and Saône, to the northwest of the French Alps, southeast of Paris, north of Marseille, southwest of Geneva, Switzerland, north ...
, and in 1945 to 1947 attended the
École Polytechnique
(, ; also known as Polytechnique or l'X ) is a ''grande école'' located in Palaiseau, France. It specializes in science and engineering and is a founding member of the Polytechnic Institute of Paris.
The school was founded in 1794 by mat ...
, where he studied under
Gaston Julia and
Paul Lévy. From 1947 to 1949 he studied at California Institute of Technology, where he earned a master's degree in aeronautics.
Returning to France, he obtained his
PhD degree in Mathematical Sciences at the
University of Paris
The University of Paris (), known Metonymy, metonymically as the Sorbonne (), was the leading university in Paris, France, from 1150 to 1970, except for 1793–1806 during the French Revolution. Emerging around 1150 as a corporation associated wit ...
in 1952.
Research career
From 1949 to 1958, Mandelbrot was a staff member at the
Centre National de la Recherche Scientifique
The French National Centre for Scientific Research (, , CNRS) is the French state research organisation and is the largest fundamental science agency in Europe.
In 2016, it employed 31,637 staff, including 11,137 tenured researchers, 13,415 eng ...
. During this time he spent a year at the
Institute for Advanced Study
The Institute for Advanced Study (IAS) is an independent center for theoretical research and intellectual inquiry located in Princeton, New Jersey. It has served as the academic home of internationally preeminent scholars, including Albert Ein ...
in
Princeton, New Jersey
The Municipality of Princeton is a Borough (New Jersey), borough in Mercer County, New Jersey, United States. It was established on January 1, 2013, through the consolidation of the Borough of Princeton, New Jersey, Borough of Princeton and Pri ...
, where he was sponsored by
John von Neumann
John von Neumann ( ; ; December 28, 1903 – February 8, 1957) was a Hungarian and American mathematician, physicist, computer scientist and engineer. Von Neumann had perhaps the widest coverage of any mathematician of his time, in ...
. In 1955 he married Aliette Kagan and moved to
Geneva, Switzerland (to collaborate with
Jean Piaget
Jean William Fritz Piaget (, ; ; 9 August 1896 – 16 September 1980) was a Swiss psychologist known for his work on child development. Piaget's theory of cognitive development and epistemological view are together called genetic epistemology.
...
at the International Centre for Genetic Epistemology) and later to the
Université Lille Nord de France.
In 1958 the couple moved to the United States where Mandelbrot joined the research staff at the
IBM
International Business Machines Corporation (using the trademark IBM), nicknamed Big Blue, is an American Multinational corporation, multinational technology company headquartered in Armonk, New York, and present in over 175 countries. It is ...
Thomas J. Watson Research Center in
Yorktown Heights, New York.
He remained at IBM for 35 years, becoming an IBM Fellow, and later Fellow
Emeritus
''Emeritus/Emerita'' () is an honorary title granted to someone who retires from a position of distinction, most commonly an academic faculty position, but is allowed to continue using the previous title, as in "professor emeritus".
In some c ...
.
From 1951 onward, Mandelbrot worked on problems and published papers not only in mathematics but in applied fields such as
information theory
Information theory is the mathematical study of the quantification (science), quantification, Data storage, storage, and telecommunications, communication of information. The field was established and formalized by Claude Shannon in the 1940s, ...
, economics, and
fluid dynamics
In physics, physical chemistry and engineering, fluid dynamics is a subdiscipline of fluid mechanics that describes the flow of fluids – liquids and gases. It has several subdisciplines, including (the study of air and other gases in motion ...
.
Randomness and fractals in financial markets
Mandelbrot saw
financial market
A financial market is a market in which people trade financial securities and derivatives at low transaction costs. Some of the securities include stocks and bonds, raw materials and precious metals, which are known in the financial marke ...
s as an example of "wild randomness", characterized by concentration and long-range dependence. He developed several original approaches for modelling financial fluctuations. In his early work, he found that the price changes in
financial market
A financial market is a market in which people trade financial securities and derivatives at low transaction costs. Some of the securities include stocks and bonds, raw materials and precious metals, which are known in the financial marke ...
s did not follow a
Gaussian distribution
In probability theory and statistics, a normal distribution or Gaussian distribution is a type of continuous probability distribution for a real number, real-valued random variable. The general form of its probability density function is
f(x ...
, but rather
Lévy stable distributions having infinite
variance
In probability theory and statistics, variance is the expected value of the squared deviation from the mean of a random variable. The standard deviation (SD) is obtained as the square root of the variance. Variance is a measure of dispersion ...
. He found, for example, that cotton prices followed a Lévy stable distribution with parameter ''α'' equal to 1.7 rather than 2 as in a Gaussian distribution. "Stable" distributions have the property that the sum of many instances of a random variable follows the same distribution but with a larger
scale parameter. The latter work from the early 60s was done with daily data of cotton prices from 1900, long before he introduced the word 'fractal'. In later years, after the concept of fractals had matured, the study of financial markets in the context of fractals became possible only after the availability of high frequency data in finance.
In the late 1980s, Mandelbrot used intra-daily tick data supplied by Olsen & Associates in Zurich to apply fractal theory to market microstructure. This cooperation led to the publication of the first comprehensive papers on scaling law in finance. This law shows similar properties at different time scales, confirming Mandelbrot's insight of the fractal nature of market microstructure. Mandelbrot's own research in this area is presented in his books ''Fractals and Scaling in Finance'' and ''The (Mis)behavior of Markets''.
Developing "fractal geometry" and the Mandelbrot set
As a visiting professor 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 ...
, Mandelbrot began to study mathematical objects called
Julia set
In complex dynamics, the Julia set and the Classification of Fatou components, Fatou set are two complement set, complementary sets (Julia "laces" and Fatou "dusts") defined from a function (mathematics), function. Informally, the Fatou set of ...
s that were
invariant under certain transformations of the
complex plane
In mathematics, the complex plane is the plane (geometry), plane formed by the complex numbers, with a Cartesian coordinate system such that the horizontal -axis, called the real axis, is formed by the real numbers, and the vertical -axis, call ...
. Building on previous work by
Gaston Julia and
Pierre Fatou, Mandelbrot used a computer to plot images of the Julia sets. While investigating the topology of these Julia sets, he studied the
Mandelbrot set which was introduced by him in 1979.

In 1975, Mandelbrot coined the term ''
fractal
In mathematics, a fractal is a Shape, geometric shape containing detailed structure at arbitrarily small scales, usually having a fractal dimension strictly exceeding the topological dimension. Many fractals appear similar at various scale ...
'' to describe these structures and first published his ideas in the French book ''Les Objets Fractals: Forme, Hasard et Dimension'', later translated in 1977 as ''Fractals: Form, Chance and Dimension''. According to computer scientist and physicist
Stephen Wolfram, the book was a "breakthrough" for Mandelbrot, who until then would typically "apply fairly straightforward mathematics ... to areas that had barely seen the light of serious mathematics before".
Wolfram adds that as a result of this new research, he was no longer a "wandering scientist", and later called him "the father of fractals":
Wolfram briefly describes fractals as a form of geometric repetition, "in which smaller and smaller copies of a pattern are successively nested inside each other, so that the same intricate shapes appear no matter how much you zoom in to the whole.
Fern leaves and
Romanesque broccoli are two examples from nature."
He points out an unexpected conclusion:
Mandelbrot used the term "fractal" as it derived from the Latin word "fractus", defined as broken or shattered glass. Using the newly developed IBM computers at his disposal, Mandelbrot was able to create fractal images using graphics computer code, images that an interviewer described as looking like "the delirious exuberance of the 1960s
psychedelic art with forms hauntingly reminiscent of nature and the human body". He also saw himself as a "would-be Kepler", after the 17th-century scientist
Johannes Kepler
Johannes Kepler (27 December 1571 – 15 November 1630) was a German astronomer, mathematician, astrologer, Natural philosophy, natural philosopher and writer on music. He is a key figure in the 17th-century Scientific Revolution, best know ...
, who calculated and described the orbits of the planets.

Mandelbrot, however, never felt he was inventing a new idea. He described his feelings in a documentary with science writer Arthur C. Clarke:
According to Clarke, "the
Mandelbrot set is indeed one of the most astonishing discoveries in the entire history of mathematics. Who could have dreamed that such an incredibly simple equation could have generated images of literally ''infinite'' complexity?" Clarke also notes an "odd coincidence":
the name Mandelbrot, and the word " mandala"—for a religious symbol—which I'm sure is a pure coincidence, but indeed the Mandelbrot set does seem to contain an enormous number of mandalas.
In 1982, Mandelbrot expanded and updated his ideas in ''
The Fractal Geometry of Nature
''The Fractal Geometry of Nature'' is a 1982 book by the Franco-American mathematician Benoît Mandelbrot.
Overview
''The Fractal Geometry of Nature'' is a revised and enlarged version of his 1977 book entitled ''Fractals: Form, Chance and Dime ...
''. This influential work brought fractals into the mainstream of professional and popular mathematics, as well as silencing critics, who had dismissed fractals as "
program artifacts".
Mandelbrot left IBM in 1987, after 35 years and 12 days, when IBM decided to end pure research in his division.
He joined the Department of Mathematics at
Yale, and obtained his first
tenure
Tenure is a type of academic appointment that protects its holder from being fired or laid off except for cause, or under extraordinary circumstances such as financial exigency or program discontinuation. Academic tenure originated in the United ...
d post in 1999, at the age of 75.
At the time of his retirement in 2005, he was Sterling Professor of Mathematical Sciences.
Fractals and the "theory of roughness"
Mandelbrot created the first-ever "theory of roughness", and he saw "roughness" in the shapes of mountains,
coastline
A coast (coastline, shoreline, seashore) is the land next to the sea or the line that forms the boundary between the land and the ocean or a lake. Coasts are influenced by the topography of the surrounding landscape and by aquatic erosion, su ...
s and
river basins; the structures of plants,
blood vessel
Blood vessels are the tubular structures of a circulatory system that transport blood throughout many Animal, animals’ bodies. Blood vessels transport blood cells, nutrients, and oxygen to most of the Tissue (biology), tissues of a Body (bi ...
s and
lung
The lungs are the primary Organ (biology), organs of the respiratory system in many animals, including humans. In mammals and most other tetrapods, two lungs are located near the Vertebral column, backbone on either side of the heart. Their ...
s; the clustering of
galaxies. His personal quest was to create some mathematical formula to measure the overall "roughness" of such objects in nature.
He began by asking himself various kinds of questions related to nature:
In his paper "
How Long Is the Coast of Britain? Statistical Self-Similarity and Fractional Dimension", published in
''Science'' in 1967, Mandelbrot discusses
self-similar curves that have
Hausdorff dimension that are examples of ''fractals'', although Mandelbrot does not use this term in the paper, as he did not coin it until 1975. The paper is one of Mandelbrot's first publications on the topic of fractals.
Mandelbrot emphasized the use of fractals as realistic and useful models for describing many "rough" phenomena in the real world. He concluded that "real roughness is often fractal and can be measured."
Although Mandelbrot coined the term "fractal", some of the mathematical objects he presented in ''
The Fractal Geometry of Nature
''The Fractal Geometry of Nature'' is a 1982 book by the Franco-American mathematician Benoît Mandelbrot.
Overview
''The Fractal Geometry of Nature'' is a revised and enlarged version of his 1977 book entitled ''Fractals: Form, Chance and Dime ...
'' had been previously described by other mathematicians. Before Mandelbrot, however, they were regarded as isolated curiosities with unnatural and non-intuitive properties. Mandelbrot brought these objects together for the first time and turned them into essential tools for the long-stalled effort to extend the scope of science to explaining non-smooth, "rough" objects in the real world. His methods of research were both old and new:
Fractals are also found in human pursuits, such as music, painting, architecture, and in the financial field. Mandelbrot believed that fractals, far from being unnatural, were in many ways more intuitive and natural than the artificially smooth objects of traditional
Euclidean geometry
Euclidean geometry is a mathematical system attributed to ancient Greek mathematics, Greek mathematician Euclid, which he described in his textbook on geometry, ''Euclid's Elements, Elements''. Euclid's approach consists in assuming a small set ...
:
Clouds are not spheres, mountains are not cones, coastlines are not circles, and bark is not smooth, nor does lightning travel in a straight line.
—Mandelbrot, in his introduction to ''The Fractal Geometry of Nature''

Mandelbrot has been called an artist, and a visionary
and a maverick. His informal and passionate style of writing and his emphasis on visual and geometric intuition (supported by the inclusion of numerous illustrations) made ''The Fractal Geometry of Nature'' accessible to non-specialists. The book sparked widespread popular interest in fractals and contributed to chaos theory and other fields of science and mathematics.
Mandelbrot also put his ideas to work in cosmology. He offered in 1974 a new explanation of
Olbers' paradox
file:Olbers' Paradox - All Points.gif, As more distant stars are revealed in this animation depicting an infinite, homogeneous, and static universe, they fill the gaps between closer stars. Olbers's paradox says that because the night sky is d ...
(the "dark night sky" riddle), demonstrating the consequences of fractal theory as a
sufficient, but not necessary, resolution of the paradox. He postulated that if the
star
A star is a luminous spheroid of plasma (physics), plasma held together by Self-gravitation, self-gravity. The List of nearest stars and brown dwarfs, nearest star to Earth is the Sun. Many other stars are visible to the naked eye at night sk ...
s in the universe were fractally distributed (for example, like
Cantor dust), it would not be necessary to rely on the
Big Bang
The Big Bang is a physical theory that describes how the universe expanded from an initial state of high density and temperature. Various cosmological models based on the Big Bang concept explain a broad range of phenomena, including th ...
theory to explain the paradox. His model would not rule out a Big Bang, but would allow for a dark sky even if the Big Bang had not occurred.
Awards and honors
Mandelbrot's awards include the
Wolf Prize in Physics in 1993, the
Lewis Fry Richardson
Lewis Fry Richardson, Fellow of the Royal Society, FRS (11 October 1881 – 30 September 1953) was an English mathematician, physicist, meteorologist, psychologist, and Pacifism, pacifist who pioneered modern mathematical techniques of weather ...
Prize of the
European Geophysical Society in 2000, the
Japan Prize in 2003,
[Laureates of the Japan Prize]
. japanprize.jp and the Einstein Lectureship of the
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, ...
in 2006.
The small asteroid
27500 Mandelbrot was named in his honor. In November 1990, he was made a Chevalier in France's
Legion of Honour
The National Order of the Legion of Honour ( ), formerly the Imperial Order of the Legion of Honour (), is the highest and most prestigious French national order of merit, both military and Civil society, civil. Currently consisting of five cl ...
. In December 2005, Mandelbrot was appointed to the position of Battelle Fellow at the
Pacific Northwest National Laboratory. Mandelbrot was promoted to an Officer of the Legion of Honour in January 2006. An honorary degree from
Johns Hopkins University
The Johns Hopkins University (often abbreviated as Johns Hopkins, Hopkins, or JHU) is a private university, private research university in Baltimore, Maryland, United States. Founded in 1876 based on the European research institution model, J ...
was bestowed on Mandelbrot in the May 2010 commencement exercises.
A partial list of awards received by Mandelbrot:
* 2004 Best Business Book of the Year Award
* AMS Einstein Lectureship
* Barnard Medal
* Caltech Service
*
Casimir Funk Natural Sciences Award
*
Charles Proteus Steinmetz Medal
* High School Spelling Bee (1940)
* Fellow, American Geophysical Union
*
Fellow of the American Statistical Association
*
Fellow of the American Physical Society (1987)
*
Franklin Medal
*
Harvey Prize (1989)
* Honda Prize
*
Humboldtpreis
* IBM Fellowship
* Japan Prize (2003)
*
John Scott Award
John Scott Award, created in 1816 as the John Scott Legacy Medal and Premium, is presented to men and women whose inventions improved the "comfort, welfare, and happiness of human kind" in a significant way. "...the John Scott Medal Fund, establish ...
* Légion d'honneur (
Legion of Honour
The National Order of the Legion of Honour ( ), formerly the Imperial Order of the Legion of Honour (), is the highest and most prestigious French national order of merit, both military and Civil society, civil. Currently consisting of five cl ...
)
* Lewis Fry Richardson Medal
* Medaglia della Presidenza della Repubblica Italiana
* Médaille de Vermeil de la Ville de Paris
* Nevada Prize
* Member of the
Norwegian Academy of Science and Letters.
* Member of the
American Philosophical Society
The American Philosophical Society (APS) is an American scholarly organization and learned society founded in 1743 in Philadelphia that promotes knowledge in the humanities and natural sciences through research, professional meetings, publicat ...
(2004)
* Science for Art
* Sven Berggren-Priset
* Wacław Sierpiński medal of the Polish Mathematical Society (2005)
* Władysław Orlicz Prize
*
Wolf Prize in Physics (1993)
Death and legacy
Mandelbrot died from
pancreatic cancer
Pancreatic cancer arises when cell (biology), cells in the pancreas, a glandular organ behind the stomach, begin to multiply out of control and form a Neoplasm, mass. These cancerous cells have the malignant, ability to invade other parts of ...
at the age of 85 in a
hospice 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, ...
, on 14 October 2010.
Reacting to news of his death, mathematician
Heinz-Otto Peitgen said: "
we talk about impact inside mathematics, and applications in the sciences, he is one of the most important figures of the last fifty years."
Chris Anderson,
TED conference curator, described Mandelbrot as "an icon who changed how we see the world".
Nicolas Sarkozy,
President of France
The president of France, officially the president of the French Republic (), is the executive head of state of France, and the commander-in-chief of the French Armed Forces. As the presidency is the supreme magistracy of the country, the po ...
at the time of Mandelbrot's death, said Mandelbrot had "a powerful, original mind that never shied away from innovating and shattering preconceived notions
.. hs work, developed entirely outside mainstream research, led to modern information theory." Mandelbrot's obituary in ''The Economist'' points out his fame as "celebrity beyond the academy" and lauds him as the "father of fractal geometry".
Benoît Mandelbrot's obituary
. ''The Economist'' (21 October 2010)
Best-selling essayist-author Nassim Nicholas Taleb has remarked that Mandelbrot's book ''The (Mis)Behavior of Markets'' is in his opinion "The deepest and most realistic finance book ever published".[
]
Bibliography
In English
* ''Fractals: Form, Chance and Dimension'', 1977, 2020
*
* Mandelbrot, B. (1959) Variables et processus stochastiques de Pareto-Levy, et la repartition des revenus. Comptes rendus de l'Académie des Sciences de Paris, 249, 613–615.
* Mandelbrot, B. (1960) The Pareto-Levy law and the distribution of income. International Economic Review, 1, 79–106.
* Mandelbrot, B. (1961) Stable Paretian random functions and the multiplicative variation of income. Econometrica, 29, 517–543.
* Mandelbrot, B. (1964) Random walks, fire damage amount and other Paretian risk phenomena. Operations Research, 12, 582–585.
* ''Fractals and Scaling in Finance: Discontinuity, Concentration, Risk. Selecta Volume E'', 1997 by Benoit B. Mandelbrot and R.E. Gomory
* Mandelbrot, Benoit B. (1997) ''Fractals and Scaling in Finance: Discontinuity, Concentration, Risk'', Springer.
* ''Fractales, hasard et finance'', 1959–1997, 1 November 1998
* ''Multifractals and 1/ƒ Noise: Wild Self-Affinity in Physics (1963–1976)'' (Selecta; V.N) 18 January 1999 by J.M. Berger and Benoit B. Mandelbrot
*
* ''Gaussian Self-Affinity and Fractals: Globality, The Earth, 1/f Noise, and R/S (Selected Works of Benoit B. Mandelbrot)'' 14 December 2001 by Benoit Mandelbrot and F.J. Damerau
* Mandelbrot, Benoit B., ''Gaussian Self-Affinity and Fractals'', Springer: 2002.
* ''Fractals and Chaos: The Mandelbrot Set and Beyond'', 9 January 2004
* Mandelbrot, Benoit B. (2010)
''The Fractalist, Memoir of a Scientific Maverick.''
New York
Vintage Books
Division of Random House.
* ''The Fractalist: Memoir of a Scientific Maverick'', 2014
* ; (2006 )
* Heinz-Otto Peitgen, Hartmut Jürgens, Dietmar Saupe and Cornelia Zahlten: ''Fractals: An Animated Discussion'' (63 min video film, interviews with Benoît Mandelbrot and Edward Lorenz, computer animations), W.H. Freeman and Company, 1990. (re-published by Films for the Humanities & Sciences, )
*
"Hunting the Hidden Dimension: mysteriously beautiful fractals are shaking up the world of mathematics and deepening our understanding of nature"
'' NOVA'', WGBH Educational Foundation, Boston for PBS, first aired 28 October 2008.
See also
Notes
References
Sources
*
External links
*
Mandelbrot's page at Yale
(TED address).
Fractals in Science, Engineering and Finance
(lecture).
FT.com interview
on the subject of the financial markets which includes his critique of the "efficient market" hypothesis.
*
Mandelbrot relates his life story
( Web of Stories).
Interview (1 January 1981, Ithaca, NY)
held by the Eugene Dynkin Collection of Mathematics Interviews, Cornell University Library
The Cornell University Library is the library system of Cornell University. As of 2014, it holds over eight million printed volumes and over a million ebooks. More than 90 percent of its current 120,000 Periodical literature, periodical ti ...
.
Video animation of Mandelbrot set
zoom factor 10342.
* , a three-dimensional Mandelbrot-set projection.
*
*
*
Michael Frame, "Benoit B. Mandelbrot", Biographical Memoirs of the National Academy of Sciences (2014)
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