John Henry Holland
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John Henry Holland (February 2, 1929 – August 9, 2015) was an American scientist and Professor of
psychology Psychology is the scientific study of mind and behavior. Psychology includes the study of conscious and unconscious phenomena, including feelings and thoughts. It is an academic discipline of immense scope, crossing the boundaries betwe ...
and Professor of
electrical engineering Electrical engineering is an engineering discipline concerned with the study, design, and application of equipment, devices, and systems which use electricity, electronics, and electromagnetism. It emerged as an identifiable occupation in the l ...
and
computer science Computer science is the study of computation, automation, and information. Computer science spans theoretical disciplines (such as algorithms, theory of computation, information theory, and automation) to Applied science, practical discipli ...
at the
University of Michigan , mottoeng = "Arts, Knowledge, Truth" , former_names = Catholepistemiad, or University of Michigania (1817–1821) , budget = $10.3 billion (2021) , endowment = $17 billion (2021)As o ...
,
Ann Arbor Anne, alternatively spelled Ann, is a form of the Latin female given name Anna (name), Anna. This in turn is a representation of the Hebrew Hannah (given name), Hannah, which means 'favour' or 'grace'. Related names include Annie (given name), ...
. He was a pioneer in what became known as
genetic algorithm In computer science and operations research, a genetic algorithm (GA) is a metaheuristic inspired by the process of natural selection that belongs to the larger class of evolutionary algorithms (EA). Genetic algorithms are commonly used to gene ...
s.


Biography

John Henry Holland was born on 2 February 1929 in
Fort Wayne Fort Wayne is a city in and the county seat of Allen County, Indiana, United States. Located in northeastern Indiana, the city is west of the Ohio border and south of the Michigan border. The city's population was 263,886 as of the 2020 Censu ...
, Allen County, Indiana, son of Gustave A. Holland (b. 24 July 1896 in
Russian Poland Congress Poland, Congress Kingdom of Poland, or Russian Poland, formally known as the Kingdom of Poland, was a polity created in 1815 by the Congress of Vienna as a semi-autonomous Polish state, a successor to Napoleon's Duchy of Warsaw. It w ...
; only son of Christopher Holland and Appolonia Greiber / Graeber; three sisters) and Mildred P. Gfroerer (b. 1 July 1901 in
Columbus Grove Columbus Grove is a village in Putnam County, Ohio, United States. The population was 2,137 at the 2010 census. Etymology and history Columbus Grove was founded in 1842. A large share of the early settlers being natives of Columbus, Ohio cause ...
, Ohio; the second of three daughters of John Joseph Gfroerer and Ila Savilla "Ily S." Kiefer). He had one younger sister, Shirley Ann "Hollie" Holland (b. about 1931; m1. c.1955 John William Ringgenberg (div. bef. 3 Aug 1968, d. 1982), had issue; m2. 2003 to Albert Vernon "Vern" Kinner (d. 2015)). Holland studied physics at the
Massachusetts Institute of Technology The Massachusetts Institute of Technology (MIT) is a private land-grant research university in Cambridge, Massachusetts. Established in 1861, MIT has played a key role in the development of modern technology and science, and is one of the ...
and received a B.S. degree in 1950. He then studied Mathematics at the
University of Michigan , mottoeng = "Arts, Knowledge, Truth" , former_names = Catholepistemiad, or University of Michigania (1817–1821) , budget = $10.3 billion (2021) , endowment = $17 billion (2021)As o ...
, receiving an
M.A. A Master of Arts ( la, Magister Artium or ''Artium Magister''; abbreviated MA, M.A., AM, or A.M.) is the holder of a master's degree awarded by universities in many countries. The degree is usually contrasted with that of Master of Science. Tho ...
in 1954. In 1959 he received the first computer science
Ph.D. A Doctor of Philosophy (PhD, Ph.D., or DPhil; Latin: or ') is the most common degree at the highest academic level awarded following a course of study. PhDs are awarded for programs across the whole breadth of academic fields. Because it is ...
from the University of Michigan. He was a Professor of
psychology Psychology is the scientific study of mind and behavior. Psychology includes the study of conscious and unconscious phenomena, including feelings and thoughts. It is an academic discipline of immense scope, crossing the boundaries betwe ...
and Professor of
electrical engineering Electrical engineering is an engineering discipline concerned with the study, design, and application of equipment, devices, and systems which use electricity, electronics, and electromagnetism. It emerged as an identifiable occupation in the l ...
and
computer science Computer science is the study of computation, automation, and information. Computer science spans theoretical disciplines (such as algorithms, theory of computation, information theory, and automation) to Applied science, practical discipli ...
at the University of Michigan, Ann Arbor. He held visiting positions at the
Rowland Institute for Science The Rowland Institute for Science was founded by Edwin H. Land, founder of Polaroid Corporation, as a nonprofit, privately endowed basic research organization in 1980. The institute merged with Harvard University on July 1, 2002, and is now called ...
and the
University of Bergen The University of Bergen ( no, Universitetet i Bergen, ) is a research-intensive state university located in Bergen, Norway. As of 2019, the university has over 4,000 employees and 18,000 students. It was established by an act of parliament in 194 ...
. "Holland is best known for his role as a founding father of the complex systems approach. In particular, he developed genetic algorithms and learning classifier systems. These foundational building blocks of an evolutionary approach to optimization are now included in all texts on optimization and programming." –
Carl Simon Carl Leonard Simon, born 17 October 1973, in St John's, Antigua, is a West Indian cricketer who has played first-class and List A cricket List A cricket is a classification of the limited-overs (one-day) form of the sport of cricket, with ga ...
, professor of mathematics, economics, complex systems and public policy Holland was a member of the Board of Trustees and Science Board of the
Santa Fe Institute The Santa Fe Institute (SFI) is an independent, nonprofit theoretical research institute located in Santa Fe, New Mexico, United States and dedicated to the multidisciplinary study of the fundamental principles of complex adaptive systems, includ ...
and a fellow of the
World Economic Forum The World Economic Forum (WEF) is an international non-governmental and lobbying organisation based in Cologny, canton of Geneva, Switzerland. It was founded on 24 January 1971 by German engineer and economist Klaus Schwab. The foundation, ...
. Holland received the 1961
Louis E. Levy Medal The Franklin Institute is a science museum and the center of science education and research in Philadelphia, Pennsylvania. It is named after the American scientist and wikt:statesman, statesman Benjamin Franklin. It houses the Benjamin Franklin ...
from
The Franklin Institute The Franklin Institute is a science museum and the center of science education and research in Philadelphia, Pennsylvania. It is named after the American scientist and statesman Benjamin Franklin. It houses the Benjamin Franklin National Memoria ...
, and the
MacArthur Fellowship The MacArthur Fellows Program, also known as the MacArthur Fellowship and commonly but unofficially known as the "Genius Grant", is a prize awarded annually by the MacArthur Foundation, John D. and Catherine T. MacArthur Foundation typically to ...
in 1992. He was profiled extensively in chapters 5 and 7 of the book ''Complexity'' (1993), by M. Mitchell Waldrop. Holland died on August 9, 2015 in Ann Arbor, Michigan.Complexity science pioneer John Holland passes away at 86
at santafe.edu


Work

Holland frequently lectured around the world on his own research, and on research and open questions in
complex adaptive systems A complex adaptive system is a system that is ''complex'' in that it is a dynamic network of interactions, but the behavior of the ensemble may not be predictable according to the behavior of the components. It is ''adaptive'' in that the individ ...
(CAS) studies. In 1975 he wrote the ground-breaking book on
genetic algorithms In computer science and operations research, a genetic algorithm (GA) is a metaheuristic inspired by the process of natural selection that belongs to the larger class of evolutionary algorithms (EA). Genetic algorithms are commonly used to gene ...
, "Adaptation in Natural and Artificial Systems". He also developed
Holland's schema theorem Holland's schema theorem, also called the fundamental theorem of genetic algorithms, is an inequality that results from coarse-graining an equation for evolutionary dynamics. The Schema Theorem says that short, low-order schemata with above-average ...
.


Publications

Holland authored a number of books about complex adaptive systems, including: *''Adaptation in Natural and Artificial Systems'' (1975, MIT Press) *''Hidden Order: How Adaptation Builds Complexity'' (1995, Basic Books)
reviewed
by
Mark S. Miller Mark S. Miller is an American computer scientist. He is known for his work as one of the participants in the 1979 hypertext project known as Project Xanadu; for inventing Miller columns; and the open-source coordinator of the E programming lan ...
in
Reason Reason is the capacity of consciously applying logic by drawing conclusions from new or existing information, with the aim of seeking the truth. It is closely associated with such characteristically human activities as philosophy, science, ...
*''Emergence: From Chaos to Order'' (1998, Basic Books) *''Signals and Boundaries: Building Blocks for Complex Adaptive Systems'' (2012, MIT Press) *''Complexity: A Very Short Introduction'' (2014, Oxford University Press) Articles, a selection: *"A universal computer capable of executing an arbitrary number of subprograms simultaneously", in: ''Proc. Eastern Joint Comp. Conf.'' (1959), pp. 108–112 *"Iterative circuit computers", in: ''Proc. Western Joint Comp. Conf.'' (1960), pp. 259–265 *"Outline for a logical theory of adaptive systems", in: ''JACM'', Vol 9 (1962), no. 3, pp. 279–314 *"Hierarchical descriptions, universal spaces, and adaptive systems", in: Arthur W. Burks, editor. ''Essays on Cellular Automata'' (1970). University of Illinois Press *"Using Classifier Systems to Study Adaptive Nonlinear Networks", in: Daniel L. Stein, editor. ''Lectures in the Sciences of Complexity'' (1989). Addison Wesley *"Concerning the Emergence of Tag-Mediated Lookahead in Classifier Systems", in: Stephanie Forrest, editor. ''Emergent Computation: self-organizing, collective, and cooperative phenomena in natural and computing networks'' (1990). MIT Press *"The Royal Road for Genetic Algorithms: Fitness Landscapes and GA Performance", in: Francisco J. Varela, Paul Bourgine, editors. ''Toward a Practice of Autonomous Systems: proceedings of the first European conference on Artificial Life'' (1992). MIT Press *"Echoing Emergence: objectives, rough definitions, and speculations for ECHO-class models", in: George A. Cowan, David Pines, David Meltzer, editors
''Complexity: metaphors, models, and reality'' (1994)
Addison-Wesley *"Can There Be A Unified Theory of Complex Adaptive Systems?", in: Harold J. Morowitz, Jerome L. Singer, editors. ''The Mind, The Brain, and Complex Adaptive Systems'' (1995). Addison-Wesley *"Board Games", in: John Brockman, editor. ''The Greatest Inventions of the Past 2000 Years'' (2000). Phoenix *"What is to Come and How to Predict It.", in: John Brockman, editor. ''The Next Fifty Years: science in the first half of the twenty-first century'' (2002). Weidenfeld & Nicolson


References


External links


Complexity science pioneer John Holland passes away at 86
at santafe.edu


''Echo'' project
of John Holland at the Santa Fe Institute {{DEFAULTSORT:Holland, John Henry 1929 births 2015 deaths 20th-century American psychologists American cognitive scientists Complex systems scientists University of Michigan faculty University of Michigan College of Literature, Science, and the Arts alumni Massachusetts Institute of Technology alumni MacArthur Fellows Artificial intelligence researchers Santa Fe Institute people Researchers of artificial life