- Herbert Simon
name = Herbert Simon
image_size = 180px
birth_date = birth date|1916|6|15|mf=y
Milwaukee, Wisconsin, USA
death_date = death date and age|2001|2|9|1916|6|15|mf=y
Pittsburgh, Pennsylvania, USA
Artificial Intelligence Cognitive psychology Computer science Economics Political science
University of California, Berkeley Illinois Institute of Technology Carnegie Mellon University
University of Chicago
Edward Feigenbaum Allen Newell
Logic Theory Machine General Problem Solver Bounded Rationality
Turing Award1975 Nobel Prize in Economics1978 National Medal of Science1986 von Neumann Theory Prize 1988
Herbert Alexander Simon (
June 15, 1916ndash February 9, 2001) was an American political scientistwhose research ranged across the fields of cognitive psychology, computer science, public administration, economics, management, philosophy of scienceand sociologyand was a professor, most notably, at Carnegie Mellon University. With almost a thousand, often [http://scholar.google.com/scholar?as_q=Herbert+Simon&num=100&btnG=Search+Scholar&as_epq=&as_oq=&as_eq=&as_occt=any&as_sauthors=%22H+Simon%22+OR+%22HA+Simon%22&as_publication=&as_ylo=&as_yhi=&as_allsubj=all&hl=en&lr=&newwindow=1 very highly cited, publications] he is one of the most influential social scientists of the 20th century.
Simon was a
polymath, among the founding fathers of several of today's important scientific domains, including artificial Intelligence, information processing, decision-making, problem-solving, attention economics, organization theory, complex systems, and computer simulation of scientific discovery. He coined the terms " bounded rationality" and " satisficing", and was the first to analyze the architecture of complexityand to propose a preferential attachmentmechanism to explain power lawdistributions.
He also received many top-level honors later in life. These include: the ACM's
Turing Awardfor making "basic contributions to artificial intelligence, the psychology of human cognition, and list processing" (1975); the Nobel Memorial Prize in Economics "for his pioneering research into the decision-making process within economic organizations" (1978); the National Medal of Science(1986); and the APA's Award for Outstanding Lifetime Contributions to Psychology (1993).
As a testament to his interdisciplinary approach, Simon was affiliated with such varied Carnegie Mellon departments as the School of Computer Science,
Tepper School of Business, Departments of Philosophy, Social and Decision Sciences, and Psychology.
Herbert Alexander Simon was born into a Jewish family in
Milwaukee, Wisconsinon June 15, 1916. His father was an electrical engineer who had come to the United States from Germanyin 1903 after earning his engineering degrees from Pragueand Cologne. His European ancestors had been pianomakers, goldsmiths, and vintners.
Herbert Simon was educated as a child in the public school system in Milwaukee where he developed an interest in science. He found schoolwork to be interesting but rather easy. Unlike many children, Simon was exposed to the idea that human behavior could be studied scientifically at a relatively young age due to the influence of his mother’s younger brother, Harold Merkel, who had studied economics at the
University of Wisconsin-Madisonunder John R. Commons. Through his uncle’s books on economics and psychology, Simon discovered the social sciences. Simon received both his B.A. (1936) and his Ph.D. (1943) in political science, from the University of Chicago, where he studied under Harold Lasswelland Charles Edward Merriam.
Among his earliest influences, Simon has cited
Richard Ely’s economics textbook, Norman Angell’s " The Great Illusion", and Henry George’s " Progress and Poverty". In 1933, Simon entered the University of Chicago, and following those early influences, he studied the social sciences and mathematics. His most important mentor at the University was Henry Schultzwho was an econometrician and mathematical economist. Eventually his studies led him to the field of organizational decision making which would become the subject of his doctoral dissertation.
From 1939 to 1942, Simon acted as director of a research group at the
University of California, Berkeley. When the group’s grant was exhausted, he took a position in political science at the Illinois Institute of Technology. Back in Chicago, he began participating in the seminars held by the staff of the Cowles Commission who at that time included Trygve Haavelmo, Jacob Marschak, and Tjalling Koopmans. He thus began a more in-depth study of economics in the area of institutionalism. Marschak brought Simon in to assist in the study he was currently undertaking with Sam Schurrof the “prospective economic effects of atomic energy”. From 1950 to 1955, Simon studied mathematical economics and during this time, together with David Hawkins, discovered and proved the Hawkins-Simon theoremon the “conditions for the existence of positive solution vectors for input-output matrices." He also developed theorems on near-decomposability and aggregation. Having begun to apply these theorems to organizations, Simon determined around 1954 that the best way to study problem-solving was to simulate it with computer programs, which led to his interest in computer simulation of human cognition.
Simon had a keen interest in the arts. He was a friend of Robert Lepper [http://www.warhol.org/whats_on/pdfs/PR_Robert_Lepper_Artist_Teacher.pdf] and
Richard Rappaportand he influenced Lepper's interest in the impact of machine on society [http://www.library.cmu.edu/Research/Archives/UnivArchives/Lepper.html] . Rappaport also painted Simon's commissioned portrait [http://commons.wikimedia.org/wiki/
Carnegie Mellon University.
Contributions to Artificial Intelligence
Simon was a pioneer in the field of
artificial intelligence, creating with Allen Newellthe Logic Theory Machine (1956) and the General Problem Solver(GPS) (1957) programs. GPS was possibly the first method of separating problem solving strategy from information about particular problems. Both programs were developed using the Information Processing Language(IPL) (1956) developed by Newell, Cliff Shawand Simon. Donald Knuthmentions the development of list processing in IPL with the linked listoriginally called "NSS memory" for its inventors. [Volume 1 of " The Art of Computer Programming"]
In the early 1960s Simon wrote a paper responding to a claim by the psychologist
Ulric Neisserthat machines might be able to replicate 'cold cognition', e.g. processes like reasoning, planning, perceiving, and deciding, but could not replicate 'hot cognition', including desiring, feeling pain or pleasure, and having emotions. Simon's paper was eventually published in 1967 [Simon 1967] . It was ignored by the AI research community for some years, but later became very influential e.g. indirectly through the work of Sloman and Picard on emotions.
Simon also collaborated with
James G. Marchon several works in organization theory.
Allen Newell, Simon developed a theoryfor the simulationof human problem solvingbehavior using production rules. [Allen Newell and Herbert A. Simon, Human Problem Solving, 1972] The study of human problem solvingrequired new kinds of human measurements and, with Anders Ericsson, Simon developed the experimental technique of verbal protocol analysis. [K. A. Ericsson and H. A. Simon, Protocol Analysis: Verbal Reports as Data, 1993] Simon was interested in the role of knowledge in expertise. He said that to become an expert required about 10 years of experience and he and colleagues estimated that expertise was the result of learning roughly 50,000 chunks of information. A chess expertwas said to have learned about 50,000 chunks or chess position patterns. [Chase and Simon. Perception in Chess. Cognitive PsychologyVolume 4, 1973]
Simon was also interested in how humans learn and, with
Edward Feigenbaum, he developed the EPAM(Elementary Perceiver and Memorizer) theory, one of the first theories of learningto be implemented as a computer program. EPAM was able to explain a large number of phenomena in the field of verbal learning. [Feigenbaum, E. A., & Simon, H. A. (1984). EPAM-like models of recognition and learning. Cognitive Science, 8, 305-336] Later versions of the model were applied to concept formationand the acquisition of expertise.
He was awarded the ACM's A.M. Turing Award along with
Allen Newellin 1975. "In joint scientific efforts extending over twenty years, initially in collaboration with J. C. (Cliff) Shaw at the RAND Corporation, and subsequentially with numerous faculty and student colleagues at Carnegie Mellon University, they have made basic contributions to artificial intelligence, the psychology of human cognition, and list processing."
Contributions to economics
Herbert Simon has been credited for revolutionary changes in microeconomics. He is responsible for the concept of organizational decision-making as it is known today. He was also the first to discuss this concept in terms of uncertainty; i.e. it is impossible to have perfect and complete information at any given time to make a decision. While this notion was not entirely new, Simon is best known for its origination. It was in this area that he was awarded the Nobel Prize in 1978.
Cowles Commission, Simon’s main goal was to link economic theory to mathematics and statistics. His main contributions were to the fields of general equilibrium and econometrics. He was greatly influenced by the marginalist debate that began in the 1930s. The popular work of the time argued that it was not empirically apparent that entrepreneurs needed to follow the marginalist principles of profit-maximization/cost-minimization in running organizations. The argument went on to note that profit-maximization was not accomplished, in part, because of the lack of complete information. In decision-making, Simon believed that agents face uncertainty about the future and costs in acquiring information in the present. These factors limit the extent to which agents can make a fully rational decision, thus they possess only “bounded rationality” and must make decisions by “ satisficing,” or choosing that which might not be optimal but which will make them happy enough. Simon was known for his research on industrial organization. He determined that the internal organization of firms and the external business decisions thereof did not conform to the Neoclassical theories of “rational” decision-making. Simon wrote many articles on the topic over the course of his life mainly focusing on the issue of decision-making within the behavior of what he termed “bounded rationality.” “Rational behavior, in economics, means that individuals maximizes his utility function under the constraints they face (e.g., their budget constraint, limited choices, ...) in pursuit of their self-interest. This is reflected in the theory of subjective expected utility. The term bounded rationality is used to designate rational choice that takes into account the cognitive limitations of both knowledge and cognitive capacity. Bounded rationality is a central theme in behavioral economics. It is concerned with the ways in which the actual decision-making process influences decisions. Theories of bounded rationality relax one or more assumptions of standard expected utility theory”.
Simon determined that the best way to study these areas was through computer simulation modeling. As such, he developed an interest in computer science. Herbert Simon's main interests in computer science were in artificial intelligence, human-computer interaction, principles of the organization of humans and machines as information processing systems, the use of computers to study (by modeling) philosophical problems of the nature of intelligence and of epistemology, and the social implications of computer technology. Some of Simon's economic research was directed toward understanding technological change in general and the information processing revolution in particular.
While living in
Pittsburgh, PA, he advised the citizenry on various issues including the use of public funds to build stadiums and the method of raising tax revenue. Simon emphasized the usefulness of the land tax, reflecting the early influence of Henry Georgeon his economic thought.
Contribution to Library Science
Satisficing, as defined by Simon, can be applied to library and information science where researchers assess how much information is adequate to meet their information need. With the huge volume of information today, library researchers are forced to use Simon's model of satisficing when searching. The first satisfactory alternative is chosen over the best. Applying satisficing to research is a way for researchers to adjust to the vast amount of information today. (Buczynski, 2005)
"Administrative Behavior" [Harvnb|Simon|1976] was Herbert Simon’s doctoral dissertation and his first book. It served as the foundation for his life's work. The centerpiece of this book is the behavioral and cognitive processes of making rational human choices, that is, decisions. An operational administrative decision should be correct and efficient, and it must be practical to implement with a set of coordinated means.
Any decision involves a choice selected from a number of alternatives, directed toward an organizational goal or subgoal. Realistic options will have real consequences consisting of personnel actions or non-actions modified by environmental facts and values. In actual practice, some of the alternatives may be conscious or unconscious; some of the consequences may be unintended as well as intended; and some of the means and ends may be imperfectly differentiated, incompletely related, or poorly detailed.
The task of rational decision making is to select the alternative that results in the more preferred set of all the possible consequences. This task can be divided into three required steps: (1) the identification and listing of all the alternatives; (2) the determination of all the consequences resulting from each of the alternatives; and (3) the comparison of the accuracy and efficiency of each of these sets of consequences. [Harvnb|Simon|1976|p=67] Any given individual or organization attempting to implement this model in a real situation would be unable to comply with the three requirements. It is highly improbable that one could know all the alternatives, or all the consequences that follow each alternative.
The question here is: given the inevitable limits on rational decision making, what other techniques or behavioral processes can a person or organization bring to bear to achieve approximately the best result? Simon writes:“The human being striving for rationality and restricted within the limits of his knowledge has developed some working procedures that partially overcome these difficulties. These procedures consist in assuming that he can isolate from the rest of the world a closed system containing a limited number of variables and a limited range of consequences.” [Harvnb|Simon|1976|p=82]
Administrative Behavior, as a text, addresses a wide range of human behaviors, cognitive abilities, management techniques, personnel policies, training goals and procedures, specialized roles, criteria for evaluation of accuracy and efficiency, and all of the ramifications of communication processes. Simon is particularly interested in how these factors directly and indirectly influence the making of decisions.
Weaving in and out of the practical functioning of all of these organizational factors are two universal elements of human social behavior that Simon addresses in Chapter VII—The Role of Authority, [Harvnb|Simon|1976|pp=123-153] and in Chapter X—Loyalties, and Organizational Identification. [Harvnb|Simon|1976|pp= 198-216]
Authority is a well studied, primary mark of organizational behavior, and is straightforwardly defined in the organizational context as the ability and right of an individual of higher rank to determine the decision of an individual of lower rank. The actions, attitudes, and relationships of the dominant and subordinate individuals constitute components of role behavior that can vary widely in form, style, and content, but do not vary in the expectation of obedience by the one of superior status, and willingness to obey from the subordinate. Authority is highly influential on the formal structure of the organization, including patterns of communication, sanctions, and rewards, as well as on the establishment of goals, objectives, and values of the organization.
Decisions can be complex admixtures of facts and values. Information about facts, especially empirically proven facts or facts derived from specialized experience, are more easily transmitted in the exercise of authority than are the expressions of values. Simon is primarily interested in seeking identification of the individual employee with the organizational goals and values. Following Lasswell [Harvnb|Lasswell|1935|pp=29-51 cited by Harvnb|Simon|1976|pp=205] he states that “a person identifies himself with a group when, in making a decision, he evaluates the several alternatives of choice in terms of their consequences for the specified group”. [Harvnb|Simon|1976|p=205] A person may identify himself with any number of social, geographic, economic, racial, religious, familial, educational, gender, political, and sports groups. Indeed, the number and variety are unlimited. The fundamental problem for organizations is to recognize that personal and group identifications can either facilitate or obstruct correct decision making for the organization. A specific organization has to deliberately determine and specify in appropriate detail and clear language its own goals, objectives, means, ends, and values.
Chester Barnard pointed out that “the decisions that an individual makes as a member of an organization are quite distinct from his personal decisions”. [Harvnb|Barnard|1938|p=77 cited by Harvnb|Simon|1976|pp= 202-203] Personal choices may determine whether an individual joins a particular organization, and continue to be made in his or her extra–organizational private life. But, as a member of an organization, that individual makes decisions not in relationship to personal needs and results, but in an impersonal sense as part of the organizational intent, purpose, and effect. Organizational inducements, rewards, and sanctions are all designed to form, strengthen, and maintain this identification.
The correctness of decisions is measured by two major criteria: (1) adequacy of achieving the desired objective; and (2) the efficiency with which the result was obtained. Many members of the organization may focus on adequacy, but the overall administrative management must pay particular attention to the efficiency with which the desired result was obtained.
Simon's contributions to research in the area of decision-making have become increasingly mainstream in the business community thanks to the growth of management consulting. Simon's decision-making steps of Intelligence, Design, Choice, and Review are the basis of the work of
* "First, most producers are employees of firms, not owners. Viewed from the vantage point of classical [economic] theory, they have no reason to maximize the profits of firms, except to the extent that they can be controlled by owners. Moreover, profit-making firms, nonprofit organizations, and bureaucratic organizations all have exactly the same problem of inducing their employees to work toward organizational goals. There is no reason, a priori, why it should be easier (or harder) to produce this motivation in organizations aimed at maximizing profits than in organizations with different goals. If it is true in an organizational economy that organizations motivated by profits will be more efficient than other organizations, additional postulates will have to be introduced to account for it." [ Organizations and Markets. "Journal of Economic Perspectives". 5 (2 Spring 1991): p. 28.]
* "What information consumes is rather obvious: it consumes the attention of its recipients. Hence a wealth of information creates a poverty of attention, and a need to allocate that attention efficiently among the overabundance of information sources that might consume it." ["Computers, Communications and the Public Interest", pages 40-41, Martin Greenberger, ed., The Johns Hopkins Press, 1971.]
* "Over Christmas, Allen Newell and I created a thinking machine." [Quoted on [http://shelf1.library.cmu.edu/IMLS/MindModels/problemsolving.html CMU Libraries: Problem Solving Research] ]
* "It is not my aim to surprise or shock you – but the simplest way I can summarise is to say that there are now in the world machines that think, that learn and that create. Moreover, their ability to do these things is going to increase rapidly until – in a visible future – the range of problems they can handle will be coextensive with the range to which the human mind has been applied" [Quoted from the book, AI, by Daniel Crevier]
* 1947. "Administrative Behavior: A Study of Decision-Making Processes in Administrative Organizations",: - 4th ed. in 1997, The Free Press
* 1956, 'Reply: Surrogates for Uncertain Decision Problems'.: - Reprinted in 1982, In: H.A. Simon, Models of Bounded Rationality, Volume 1, Economic Analysis and Public Policy, Cambridge, Mass., MIT Press, 235-44
* 1957. "Models of Man". John Wiley. Presents mathematical models of human behaviour.
* 1958 (with
James G. Marchand the collaboration of Harold Guetzkow). "Organizations". New York: Wiley.
* 1967. 'Motivational and emotional controls of cognition', "Psychological Review", vol. 74:29-39, reprinted in "Models of Thought" Vol 1.
* 1969. "The Sciences of the Artificial". MIT Press, Cambridge, Mass, 1st edition
* 1972 (with
Allen Newell). "Human Problem Solving".
* 1972, 'Theories of Bounded Rationality'. In: C.B. McGuire and ROY Radner teds. 1 , Decision and Organization, North-Holland Publishing Company, 161-76
* 1977. "Models of Discovery : and other topics in the methods of science". Dordrecht, Holland: Reidel.
* 1979. "Models of Thought, Vols. 1 and 2". Yale University Press. His papers on human information-processing and problem-solving.
* 1982. "Models of Bounded Rationality, Vols. 1 and 2". MIT Press. His papers on economics.
* 1983. "Reason in Human Affairs", Stanford University Press. A readable 115pp. book on human decision-making and information processing, based on lectures he gave at Stanford in 1982. A popular presentation of his technical work.
* 1991. "Models of My Life". Basic Books, Sloan Foundation Series. His autobiography.
* 1996. "The Sciences of the Artificial", 3rd ed. MIT Press.
* 1987 (with P. Langley, G. Bradshaw, and J. Zytkow). "Scientific Discovery: computational explorations of the creative processes". MIT Press.
* 1997. "An Empirically Based Microeconomics". Cambridge University Press. A compact and readable summary of his criticisms of conventional "axiomatic" microeconomics, based on a lecture series.
* 1997. "Models of Bounded Rationality, Vol. 3". MIT Press. His papers on economics since the publication of Vols. 1 and 2 in 1982. The papers grouped under the category "The Structure of Complex Systems"ndash dealing with issues such as causal ordering, decomposability, aggregation of variables, model abstractionndash are of general interest in systems modelling, not just in economics.
*Courtois, P.J., 1977. "Decomposability: queueing and computer system applications". New York: Academic Press. Courtois was influenced by the work of Simon and
Albert Andoon hierarchical nearly-decomposable systems in economic modelling as a criterion for computer systems design, and in this book he presents the mathematical theory of these nearly-decomposable systems in more detail than Simon and Ando do in their original papers.
History of economic thought
* H. Simon, "Organizations and markets," Journal of Economic Perspectives, vol. 5, no. 2 (1991), p. 28.
* [http://www.cs.cmu.edu/simon/ A Tribute to Herbert A. Simon]
* [http://diva.library.cmu.edu/Simon/ Full-text digital archive of Herbert Simon]
* [http://werdet.atspace.com/bin/simonntation-speech.html pioneering research into the decision-making process within economic organizations]
* [http://www.philsci.com History of Twentieth-Century Philosophy of Science] BOOK VIII: Herbert Simon, Paul Thagard and Others on Discovery Systems - with free downloads for public use.
Architecture of ComplexityAmerican Philosophical Society (Vol. 106, No.6) (Dec 12, 1962)
* [http://ideas.repec.org/e/psi29.html IDEAS/RePEc]
NAME= Simon, Herbert Alexander
SHORT DESCRIPTION= Political scientist
DATE OF BIRTH= birth date|1916|6|15|mf=y
PLACE OF BIRTH=
DATE OF DEATH= death date|2001|2|9|mf=y
PLACE OF DEATH=
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Herbert Simon — Herbert Alexander Simon (* 15. Juni 1916 in Milwaukee/Wisconsin, USA; † 9. Februar 2001 Pittsburgh, Pennsylvania) war einer der einflussreichsten Sozialwissenschaftler des 20. Jahrhunderts. Im Jahr 1978 erhielt er den Wirtschaftsnobelpreis „für… … Deutsch Wikipedia
Herbert Simon — Pour les articles homonymes, voir Simon. Herbert Simon Herbert Simon vers 2000 … Wikipédia en Français
Herbert Simon — 1916 ) Investigador estadounidense, n. en Milwaukee (Wis.). Estudió en la Universidad de Chicago y trabajó en las de California y Carnegie Mellon (Pittsburgh). Fue pionero en investigaciones sobre la forma en que deben tomarse decisiones en… … Enciclopedia Universal
Herbert Simon (real estate) — Herbert Simon is an American real estate tycoon. He lives in Indiana and is a billionaire. He was educated at the City College of New York.External links* [http://www2.indystar.com/library/factfiles/people/s/simon/simons.html Indianapolis Star… … Wikipedia
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SIMON, HERBERT ALEXANDER — (1916–2001), U.S. political scientist; authority on public administration, Nobel laureate. Born in Milwaukee, Wisconsin, Simon received his Ph.D. in political science from the University of Chicago (1943). In 1949 he was appointed professor of… … Encyclopedia of Judaism
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SIMON (H. A.) — SIMON HERBERT ALEXANDER (1916 ) Prix Nobel d’économie en 1978, Herbert A. Simon, né aux États Unis en 1916, a introduit l’analyse du comportement humain dans la science économique. Son apport fondamental réside dans la critique de la vision de… … Encyclopédie Universelle