Herbert A. Simon

For the Indiana Pacers' owner, see Herbert Simon (real estate).

Herbert A. Simon
Born	Herbert Alexander Simon (1916-06-15)June 15, 1916 Milwaukee, Wisconsin, USA
Died	February 9, 2001(2001-02-09) (aged 84) Pittsburgh, Pennsylvania, USA
Nationality	United States
Alma mater	University of Chicago
Known for	Logic Theory Machine General Problem Solver Bounded rationality Satisficing
Spouse	Dorothea Isabel Pye (1939-2001, his death) (1913-2002)
Children	Katherine, Peter, Barbara
Awards	Turing Award (1975) Nobel Prize in Economics (1978) National Medal of Science (1986) Harold Pender Award (1987) von Neumann Theory Prize (1988) APA Award for Distinguished Scientific Contributions to Psychology (1969) APA Award for Lifetime Contributions to Psychology (1993) ACM Fellow (1994) IJCAI Award for Research Excellence (1995)
Scientific career
Fields	Artificial Intelligence Cognitive psychology Computer science Economics Political science
Institutions	Carnegie Mellon University University of California, Berkeley Illinois Institute of Technology
Doctoral advisor	Henry Schultz
Other academic advisors	Rudolf Carnap Nicholas Rashevsky Harold Lasswell Charles Merriam John R. Commons
Doctoral students	Edward Feigenbaum Allen Newell Richard Waldinger John Muth William F. Pounds

Herbert Alexander Simon (June 15, 1916 – February 9, 2001), a Nobel Prize laureate, was an American political scientist, economist, sociologist, psychologist, and computer scientist whose research ranged across the fields of cognitive psychology, cognitive science, computer science, public administration, economics, management, philosophy of science, sociology, and political science, unified by studies of decision-making. With almost a thousand highly cited publications, he was one of the most influential social scientists of the twentieth century. For many years he held the post of Richard King Mellon Professor at Carnegie Mellon University

Simon was among the pioneers of several of today's important scientific domains, including artificial intelligence, information processing, decision-making, problem-solving, organization theory, complex systems, and computer simulation of scientific discovery.

He coined the terms bounded rationality and satisficing, and was among the earliest to analyze the architecture of complexity and to propose a preferential attachment mechanism to explain power law distributions.

He also received many top-level honors later in life. These include: becoming a fellow of the American Academy of Arts and Sciences in 1959; election to the National Academy of Sciences in 1967; APA Award for Distinguished Scientific Contributions to Psychology (1969);the ACM's Turing Award for 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); the APA's Award for Outstanding Lifetime Contributions to Psychology (1993); ACM fellow (1994); and IJCAI Award for Research Excellence (1995). Simon is currently, as of 2016 the most cited person in Artificial Intelligence and Cognitive Psychology on Google Scholar.

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. Simon received an honorary Doctor of Political science degree from University of Pavia in 1988 and an honorary Doctor of Laws (LL.D.) degree from Harvard University in 1990.

Early life and education

Herbert Alexander Simon was born in Milwaukee, Wisconsin on June 15, 1916. His father, Arthur Simon (1881–1948), was an electrical engineer who had come to the United States from Germany in 1903 after earning his engineering degree from the Technische Hochschule of Darmstadt. An inventor who was granted "several dozen patents", his father also was an independent patent attorney. His mother, Edna Marguerite Merkel, was an accomplished pianist whose ancestors had come from Prague and Cologne. His European ancestors had been piano makers, goldsmiths, and vintners. Simon's father was Jewish and his mother came from a family with Jewish, Lutheran, and Catholic backgrounds. Simon called himself an atheist.

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 and 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–Madison under John R. Commons. Through his uncle’s books on economics and psychology, Simon discovered the social sciences. 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. At that time, Simon argued "from conviction, rather than cussedness" in favor of George's controversial 'single tax' on land rents.

In 1933, Simon entered the University of Chicago, and following those early influences, he studied the social sciences and mathematics. He was interested in biology, but chose not to study it because of his "color-blindness and awkwardness in the laboratory". He chose instead to focus on political science and economics. His most important mentor at the University was Henry Schultz who was an econometrician and mathematical economist. 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 Lasswell, Nicholas Rashevsky, Rudolf Carnap, Henry Schultz, and Charles Edward Merriam.

After enrolling in a course on "Measuring Municipal Governments," Simon was invited to be a research assistant for Clarence Ridley, with whom he coauthored the book, Measuring Municipal Activities, in 1938, the same year that he and Dorothea married. Eventually his studies led him to the field of organizational decision-making, which would become the subject of his doctoral dissertation.

Academic career

After graduating with his undergraduate degree, Simon obtained a research assistantship in municipal administration which turned into a directorship at the University of California, Berkeley.

From 1942 to 1949, Simon was a professor of political science and also served as department chairman at Illinois Institute of Technology in Chicago. There, 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 Schurr of the “prospective economic effects of atomic energy”.

From 1949 to 2001, Simon was a faculty at Carnegie Mellon. In 1949, Simon became a professor of administration and chairman of the Department of Industrial Management at Carnegie Tech (later to become Carnegie Mellon University). Simon later also taught psychology and computer science in the same university, (occasionally visiting other universities.).

Personal life and interests

Simon married Dorothea Pye in 1938. Their marriage lasted 63 years until his death from a cancerous tumor. In January 2001, Simon underwent surgery at UPMC Presbyterian to remove a cancerous tumor in his abdomen. Although the surgery was successful, Simon later succumbed to the complications that followed.

They had three children, Katherine, Peter, and Barbara. His wife died in 2002, during the year following his death in 2001.

From 1950 to 1955, Simon studied mathematical economics and during this time, together with David Hawkins, discovered and proved the Hawkins–Simon theorem on 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, by 1954 Simon determined 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. Founded during the 1950s, he was among the first members of the Society for General Systems Research.

Simon had a keen interest in the arts, as he was a pianist. He was a friend of Robert Lepper and Richard Rappaport. Rappaport also painted Simon's commissioned portrait at Carnegie Mellon University.

Works

Seeking to replace the highly simplified classical approach to economic modeling, Simon became best known for his theory of corporate decision in his book Administrative Behavior. In this book he based his concepts with an approach that recognized multiple factors that contribute to decision making. His organization and administration interest allowed him to not only serve three times as a university department chairman, but he also played a big part in the creation of the Economic Cooperation Administration in 1948; administrative team that administered aid to the Marshall Plan for the U. S Government, serving on President Johnson's Science Advisory Committee, and also the National Academy of Science. Herbert Simon has made a great number of profound and in depth contributions to both economic analysis and applications. Because of this, his work can be found in a number of economic literary works, making contributions to areas such as mathematical economics including theorem, human rationality, behavioral study of firms, theory of casual ordering, and the analysis of the identification problem in econometrics.

Study of decision-making

Main article: Administrative Behavior

Simon's three stages in Rational Decision Making: Intelligence, Design, Choice (IDC)

I am a monomaniac. What I am a monomaniac about is decision-making.

Administrative Behavior, first appearing in 1947, and updated across the years was based on Simon’s doctoral dissertation. It served as the foundation for his life's work. The centerpiece of this book is the behavioral and cognitive processes of humans making rational choices, that is, decisions. By his definition, an operational administrative decision should be correct and efficient, and it must be practical to implement with a set of coordinated means.

Simon recognised that a theory of administration is largely a theory of human decision making, and as such must be based on both economics and on psychology. He states:

[If] there were no limits to human rationality administrative theory would be barren. It would consist of the single precept: Always select that alternative, among those available, which will lead to the most complete achievement of your goals. (p xxviii)

Contrary to the "homo economicus" stereotype, Simon argued that alternatives and consequences may be partly known, and means and ends imperfectly differentiated, incompletely related, or poorly detailed.

Simons defined the task of rational decision making is to select the alternative that results in the more preferred set of all the possible consequences. Correctness of administrative decisions was thus measured by:

1. the adequacy of achieving the desired objective;
2. the efficiency with which the result was obtained.

The task of choice was divided into three required steps:

1. Identifying and listing all the alternatives;
2. Determining all consequences resulting from each of the alternatives; and
3. Comparing the accuracy and efficiency of each of these sets of consequences.

Any given individual or organization attempting to implement this model in a real situation would be unable to comply with the three requirements. Simon argued that knowledge of all alternatives, or all consequences that follow from each alternative is impossible in many realistic cases.

Simon attempted to determine the techniques and/or behavioral processes that a person or organization could bring to bear to achieve approximately the best result given limits on rational decision making. 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.

Simon therefore, describes work in terms of an economic framework, conditioned on human cognitive limitations: Economic man and Administrative man.

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 influence the making of decisions, both directly and indirectly.

Simons argued that the two outcomes of a choice require monitoring and that many members of the organization would be expected to focus on adequacy, but that administrative management must pay particular attention to the efficiency with which the desired result was obtained.

Simon followed Chester Barnard who pointed out that “the decisions that an individual makes as a member of an organization are quite distinct from his personal decisions”. Personal choices may be determined whether an individual joins a particular organization, and continue to be made in his or her extra–organizational private life. As a member of an organization, however, 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.

Simon saw two universal elements of human social behavior as key to creating the possibility of organizational behavior in human individuals: Authority (addressed in Chapter VII—The Role of Authority) and in Loyalties and Identification (Addressed in Chapter X: Loyalties, and Organizational Identification).

Authority is a well studied, primary mark of organizational behavior, straightforwardly defined in the organizational context as the ability and right of an individual of higher rank to guide the decisions of an individual of lower rank. The actions, attitudes, and relationships of the dominant and subordinate individuals constitute components of role behavior that may 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.

Loyalty was defined by Simon as the "process whereby the individual substitutes organizational objectives (service objectives or conservation objectives) for his own aims as the value-indices which determine his organizational decisions". This entailed evaluating alternative choices in terms of their consequences for the group rather than only for onself or ones family.

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, 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”. 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 may either facilitate or obstruct correct decision making for the organization. A specific organization has to determine deliberately, and specify in appropriate detail and clear language, its own goals, objectives, means, ends, and values.

Simon has been critical of traditional economics’ elementary understanding of decision-making, and argues it "is too quick to build an idealistic, unrealistic picture of the decision-making process and then prescribe on the basis of such unrealistic picture." His contributions to research in the area of administrative decision-making have become increasingly mainstream in the business community.

Artificial intelligence and psychology

Simon was a pioneer in the field of artificial intelligence, creating with Allen Newell the Logic Theory Machine (1956) and the General Problem Solver (GPS) (1957) programs. GPS may possibly be the first method developed for separating problem solving strategy from information about particular problems. Both programs were developed using the Information Processing Language (IPL) (1956) developed by Newell, Cliff Shaw, and Simon. Donald Knuth mentions the development of list processing in IPL, with the linked list originally called "NSS memory" for its inventors. In 1957, Simon predicted that computer chess would surpass human chess abilities within "ten years" when, in reality, that transition took about forty years.

In the early 1960s psychologist Ulric Neisser asserted that while machines are capable of replicating 'cold cognition' behaviors such as reasoning, planning, perceiving, and deciding, they would never be able to replicate 'hot cognition' behaviors such as pain, pleasure, desire, and other emotions. Simon responded to Neisser's views in 1963 by writing a paper on emotional cognition, which he updated in 1967 and published in Psychological Review. Simon's work on emotional cognition was largely ignored by the artificial intelligence research community for several years, but subsequent work on emotions by Sloman and Picard helped refocus attention on Simon's paper and eventually, made it highly influential on the topic.

Simon also collaborated with James G. March on several works in organization theory.

With Allen Newell, Simon developed a theory for the simulation of human problem solving behavior using production rules. The study of human problem solving required new kinds of human measurements and, with Anders Ericsson, Simon developed the experimental technique of verbal protocol analysis. Simon was interested in the role of knowledge in expertise. He said that to become an expert on a topic required about ten years of experience and he and colleagues estimated that expertise was the result of learning roughly 50,000 chunks of information. A chess expert was said to have learned about 50,000 chunks or chess position patterns.

He was awarded the ACM A.M. Turing Award along with Allen Newell in 1975. "In joint scientific efforts extending over twenty years, initially in collaboration with J. C. (Cliff) Shaw at the RAND Corporation, and subsequentially [sic] 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."

Psychology

Simon was interested in how humans learn and, with Edward Feigenbaum, he developed the EPAM (Elementary Perceiver and Memorizer) theory, one of the first theories of learning to be implemented as a computer program. EPAM was able to explain a large number of phenomena in the field of verbal learning. Later versions of the model were applied to concept formation and the acquisition of expertise. With Fernand Gobet, he has expanded the EPAM theory into the CHREST computational model. The theory explains how simple chunks of information form the building blocks of schemata, which are more complex structures. CHREST has been used predominantly, to simulate aspects of chess expertise.

Sociology and economics

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 also was 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.

At the 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 apparent empirically 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 may 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. Bounded rationality is a central theme in behavioral economics. It is concerned with the ways in which the actual decision making process influences decision. Theories of bounded rationality relax one or more assumptions of standard expected utility theory.

Further, Simon emphasized that psychologists invoke a "procedural" definition of rationality, whereas economists employ a "substantive" definition. Gustavos Barros argued that the procedural rationality concept does not have a significant presence in the economics field and has never had nearly as much weight as the concept of bounded rationality. However, in an earlier article, Bhargava (1997) noted the importance of Simon's arguments and emphasized that there are several applications of the "procedural" definition of rationality in econometric analyses of data on health. In particular, economists should employ "auxiliary assumptions" that reflect the knowledge in the relevant biomedical fields, and guide the specification of econometric models for health outcomes.

Simon was also 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 maximize their 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. 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.

In his youth, Simon took an interest in land economics and Georgism, an idea known at the time as 'single tax'. The system is meant to redistribute unearned economic rent to the public and improve land use. In 1979, Simon still maintained these ideas and argued that land value tax should replace taxes on wages.

Some of Simon's economic research was directed toward understanding technological change in general and the information processing revolution in particular.

Pedagogy

Simon's work has strongly influenced John Mighton, developer of a program that has achieved significant success in improving mathematics performance among elementary and high school students. Mighton cites a 2000 paper by Simon and two co-authors that counters arguments by French mathematics educator, Guy Brousseau, and others suggesting that excessive practice hampers children's understanding:

[The] criticism of practice (called 'drill and kill,' as if this phrase constituted empirical evaluation) is prominent in constructivist writings. Nothing flies more in the face of the last 20 years of research than the assertion that practice is bad. All evidence, from the laboratory and from extensive case studies of professionals, indicates that real competence only comes with extensive practice... In denying the critical role of practice one is denying children the very thing they need to achieve real competence. The instructional task is not to 'kill' motivation by demanding drill, but to find tasks that provide practice while at the same time sustaining interest.

— John R. Anderson, Lynne M. Reder, and Herbert A. Simon, 'Applications and misapplications
of cognitive psychology to mathematics education', Texas Educational Review 6 (2000)

Honors

• Nobel Prize in Economics, 1978.
• Honorary doctorate, Lund School of Economics and Management, 1968.
• Honorary degree, University of Pavia, 1988.
• Honorary degree, University of Buenos Aires, 1999.

Selected publications

Simon was prolific, and authored 27 books and almost a thousand papers.

Books

• 1947. Administrative Behavior: A Study of Decision-Making Processes in Administrative Organization.

– 4th ed. in 1997, The Free Press

• 1957. Models of Man. John Wiley. Presents mathematical models of human behaviour.
• 1958 (with James G. March and the collaboration of Harold Guetzkow). Organizations. New York: Wiley. the foundation of modern organization theory
• 1969. The Sciences of the Artificial. MIT Press, Cambridge, Mass, 1st edition. Made the idea easy to grasp: "objects (real or symbolic) in the environment of the decision-maker influence choice as much as the intrinsic information-processing capabilities of the decision-maker"; Explained "the principles of modeling complex systems, particularly the human information-processing system that we call the mind"

- 3rd ed. in 1996, MIT Press.

• 1972 (with Allen Newell). Human Problem Solving. Prentice Hall, Englewood Cliffs, NJ, (1972). "the most important book on the scientific study of human thinking in the 20th century"
• 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.

- Vol. 3. in 1997, 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"– dealing with issues such as causal ordering, decomposability, aggregation of variables, model abstraction– are of general interest in systems modelling, not just in 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.
• 1987 (with P. Langley, G. Bradshaw, and J. Zytkow). Scientific Discovery: computational explorations of the creative processes. MIT Press.
• 1991. Models of My Life. Basic Books, Sloan Foundation Series. His autobiography.
• 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.
• 2008 (posthumously). Economics, Bounded Rationality and the Cognitive Revolution. Edward Elgar Publishing, ISBN 1847208967. reprint some of his papers not widely read by economists.

Articles

• 1938 (with Clarence E. Ridley). Measuring Municipal Activities: a Survey of Suggested Criteria and Reporting Forms For Appraising Administration.
• 1943. Fiscal Aspects of Metropolitan Consolidation.
• 1945. The Technique of Municipal Administration, 2d ed.
• 1955. "A Behavioral Model of Rational Choice", Quarterly Journal of Economics, vol. 69, 99–118.
• 1956. "Reply: Surrogates for Uncertain Decision Problems", Office of Naval Research, January 1956.

– Reprinted in 1982, In: H.A. Simon, Models of Bounded Rationality, Volume 1, Economic Analysis and Public Policy, Cambridge, Mass., MIT Press, 235–44.

• 1958 (with Allen Newell and J. C. Shaw). Elements of a theory of human problem solving
• 1967. "Motivational and emotional controls of cognition", Psychological Review, vol. 74, 29–39, reprinted in Models of Thought Vol 1.
• 1972. "Theories of Bounded Rationality," Chapter 8 in C. B. McGuire and R. Radner, eds., Decision and Organization, Amsterdam: North-Holland Publishing Company. [1]
• 1980 (with K. Anders Ericsson). "Verbal reports as data", Psychological Review, vol. 87, 215–251.
• 1995 (with Peter C.-H. Cheng). "Scientific discovery and creative reasoning with diagrams", in S. M. Smith, T. B. Ward & R. A. Finke (Eds.), The Creative Cognition Approach (pp. 205–228). Cambridge, MA: MIT Press.
• 1998 (with John R. Anderson, Lynne M. Reder, K. Anders Ericsson, and Robert Glaser). "Radical Constructivism and Cognitive Psychology", Brookings Papers on Education Policy, no. 1, 227–278.
• 2000 (with John R. Anderson and Lynne M. Reder). "Applications and misapplications of cognitive psychology to mathematics education", Texas Education Review, vol. 1, no. 2, 29–49.

See also

• History of economic thought
• List of economists
• Rationality
• Attention economy

References

• Barnard, C.I. (1938), The Functions of the Executive, Cambridge: Harvard University Press
• Lasswell, H.D. (1935), World Politics and Personal Insecurity, New York: Whittlesey House
• Simon, Herbert (1976), Administrative Behavior (3rd ed.), New York: The Free Press
• Simon, Herbert (1991), Models of My Life, United States: Basic Books
• Simon, Herbert A. 'Organizations and markets', Journal of Economic Perspectives, vol. 5, no. 2 (1991), pp. 25–44.
• Augier, Mie; March, James (2001). "Remembering Herbert A. Simon (1916-2001)". Public Administration Review. 61 (4): 396–402. doi:10.1111/0033-3352.00043. JSTOR 977501.

Further reading

• Bhargava, Alok, 1997. "Editor's introduction: Analysis of data on health". Journal of Econometrics, 77, 1-4.
• Courtois, P.J., 1977. Decomposability: queueing and computer system applications. New York: Academic Press. Courtois was influenced by the work of Simon and Albert Ando on 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.
• Frantz, R, and Marsh, L. (Eds.) (2016). Minds, Models and Milieux: Commemorating the Centennial of the Birth of Herbert Simon. Palgrave Macmillan.

External links

• Herbert Alexander Simon at the Mathematics Genealogy Project
• Herbert Alexander Simon at the AI Genealogy Project.
• A Tribute to Herbert A. Simon
• Full-text digital archive of Herbert Simon papers
• Mind Models online Artificial Intelligence exhibit
• pioneering research into the decision-making process within economic organizations
• History of Twentieth-Century Philosophy of Science BOOK VIII: Herbert Simon, Paul Thagard and Others on Discovery Systems – with free downloads for public use.
• Simon, H.A. (12 December 1962). "The Architecture of Complexity" (PDF). American Philosophical Society. 106 (6): 467–482. JSTOR 985254. {{cite journal}}: Unknown parameter |authormask= ignored (|author-mask= suggested) (help)
• IDEAS/RePEc
• Herbert Alexander Simon (1901–1985). Library of Economics and Liberty (2nd ed.). Liberty Fund. 2008. {{cite book}}: |work= ignored (help)
• Biography of Herbert A. Simon from the Institute for Operations Research and the Management Sciences
• Documentary interviews with Herbert Simon, with critiques of his work, as part of the Nobel Perspectives project