Origin
of System Dynamics
Jay W. Forrester and the History of System
Dynamics
System dynamics was created during the mid-1950s by Professor Jay W.
Forrester of the Massachusetts Institute of Technology. Forrester arrived
at MIT in 1939 for graduate study in electrical engineering.
His first research assistantship put him under the tutelage of Professor
Gordon Brown, the founder of MIT's Servomechanism Laboratory. Members of
the MIT Servomechanism Laboratory, at the time, conducted pioneering research
in feedback control mechanisms for military equipment. Forrester's work
for the Laboratory included traveling to the Pacific Theater during World
War II to repair a hydraulically controlled radar system installed aboard
the aircraft carrier Lexington.The Lexington was torpedoed while Forrester
was on board, but not sunk
.
WHIRLWIND I and SAGE
At the end of World War II, Jay Forrester turned his attention to the
creation of an aircraft flight simulator for the U.S. Navy. The design
of the simulator was cast around the idea, untested at the time, of a digital
computer. As the
brainstorming surrounding the digital aircraft simulator proceeded, however,
it became apparent that a better application of the emerging technology
was the testing of computerized combat information systems. In 1947, the MIT Digital Computer Laboratory was founded and placed under
the direction of Jay Forrester. The Laboratory's first task was the creation of
WHIRLWIND I, MIT's first general-purpose digital computer, and an environment
for testing whether digital computers could be effectively used
for the control of combat information systems. As part of the WHIRLWIND
I project, Forrester invented and patented coincident-current random-access
magnetic computer memory. This became the industry standard for computer
memory for approximately twenty years. The WHIRLWIND I project also motivated
Forrester to create the technology that first facilitated the practical
digital control of machine tools.
After the WHIRLWIND I project, Forrester agreed to lead a division of
MIT's Lincoln Laboratory in its efforts to create computers for the North
American SAGE (Semi-Automatic Ground Environment) air defense system. The
computers created by Forrester's team during the SAGE project were installed
in the late 1950s, remained in service for approximately twenty-five years,
and had a remarkable "up time" of 99.8%.
System Dynamics
Another outcome of the WHIRLWIND I and SAGE projects that is perhaps,
for the purposes of this online book, most noteworthy, was the appreciation Jay
Forrester developed for the difficulties faced by corporate managers. Forrester's
experiences as a manager led him to conclude that the biggest impediment
to progress comes, not from the engineering side of industrial problems,
but from the management side.
This is because, he reasoned, social systems
are much harder to understand and control than are physical systems. In
1956, Forrester accepted a professorship in the newly-formed MIT School
of Management. His initial goal was to determine how his background in
science and engineering could be brought to bear, in some useful way, on
the core issues that determine the success or failure of corporations.
Forrester's insights into the common foundations that underlie engineering
and management, which led to the creation of system dynamics, were triggered,
to a large degree, by his involvement with managers at General Electric
during the mid-1950s. At that time, the managers at GE were perplexed because
employment at their appliance plants in Kentucky exhibited a significant
three-year cycle. The business cycle was judged to be an insufficient
explanation for the employment instability.
From hand simulations (or calculations) of the stock-flow-feedback structure
of the GE plants, which included the existing corporate decision-making
structure for hiring and layoffs, Forrester was able to show how the instability
in GE employment was due to the internal structure of the firm and not
to an external force such as the business cycle. These hand simulations
were the beginning of the field of system dynamics.
During the late 1950s and early 1960s, Forrester and a team of graduate
students moved the emerging field of system dynamics, in rapid fashion,
from the hand-simulation stage to the formal computer modeling stage. Richard
Bennett created the first system dynamics computer modeling language called
SIMPLE (Simulation of Industrial Management Problems with Lots of Equations)
in the spring of 1958. In 1959, Phyllis Fox and Alexander Pugh wrote the
first version of DYNAMO (DYNAmic MOdels), an improved version of SIMPLE,
and the system dynamics language that became the industry standard for
over thirty years
.
Forrester published the first, and still classic, book in the field titled
Industrial Dynamics
in 1961.
Urban Dynamics
From the late 1950s
to the late 1960s, system dynamics was applied almost exclusively to corporate/managerial
problems. In 1968, however, an unexpected occurrence caused the field to
broaden beyond corporate modeling. John Collins, the former mayor of Boston,
was appointed a visiting professor of Urban Affairs at MIT. Collins had
been stricken with polio during the 1950s and, as a result, required an
office in a building with automobile access to the elevator level. By chance,
Jay Forrester's office was located in such a building and the office next
to his was vacant. Collins thus became Forrester's work-day neighbor, and
the two began to engage in regular conversations about the problems of
cities and how system dynamics might be used to address the problems.
The result of the Collins-Forrester collaboration was a book titled
Urban Dynamics
.
The Urban Dynamics model presented in the book was the first major non-corporate
application of system dynamics
.
The model was, and is, very controversial, because it illustrates why many
well-known urban policies are either ineffective or make urban problems
worse. Further, the model shows that counter-intuitive policies -- i.e.,
policies that appear at first glance to be incorrect, often yield startlingly
effective results. As an example, in the Urban Dynamics model, a policy
of building low income housing creates a poverty trap that helps
to stagnate a city, while a policy of tearing down low income housing creates
jobs and a rising standard of living for all of the city's inhabitants.
World Dynamics
The second major noncorporate application of system dynamics came shortly
after the first. In 1970, Jay Forrester was invited by the Club of Rome
to a meeting in Bern, Switzerland. The Club of Rome is an organization
devoted to solving what its members describe as the "predicament of
mankind" -- that is, the global crisis that may appear sometime in
the future, due to the demands being placed on the earth's carrying capacity
(its sources of renewable and nonrenewable resources and its sinks for
the disposal of pollutants) by the world's exponentially growing population.
At the Bern meeting,
Forrester was asked if system dynamics could be used
to address the predicament of mankind. His answer, of course, was that
it could.
On the plane back from the Bern meeting, Forrester created the first
draft of a system dynamics model of the world's socioeconomic system. He
called this model WORLD1. Upon his return to the United States, Forrester
refined WORLD1 in preparation for a visit to MIT by members of the Club
of Rome. Forrester called the refined version of the model WORLD2. Forrester
published WORLD2 in a book titled World Dynamics
.
From the outset, World Dynamics drew an enormous amount of attention.
The WORLD2 model mapped important interrelationships between world
population, industrial production, pollution, resources, and food. The model
showed a collapse of the world socioeconomic system sometime during the
twenty-first century, if steps were not taken to lessen the demands on
the earth's carrying capacity. The model was also used to identify policy
changes capable of moving the global system to a fairly high-quality state
that is sustainable far into the future.
In response to the notoriety of World Dynamics, the Club of Rome offered
to fund an extended study of the predicament of mankind via system dynamics.
As Forrester was committed to extending his Urban Dynamics project at the
time, he declined to participate. He did, however, suggest that one of
his former Ph.D. students -- Dennis Meadows -- conduct the study. The model
that was created by Meadows and his associates was called WORLD3 and published
in a book titled The Limits to Growth
.
Although the WORLD3 model was more elaborate than WORLD2, it generated
the same fundamental behavior modes and conveyed the same fundamental messages
as its predecessor. Despite the similarities, The Limits to Growth received
even more world-wide attention than World Dynamics. Some authors have speculated
that this was due to the "friendly" style of writing that made
the book accessible to nontechnical readers
.
In 1991, three of the original authors of The Limits to Growth redid
the study in preparation for the twentieth anniversary of the book's publication.
The results were published in a book titled Beyond the Limits
.
The revised system dynamics model created for the study was called WORLD3-91.
Once again, the results presented in Beyond the Limits were consistent
with the results presented in World Dynamics and The Limits to Growth,
although Beyond the Limits included a significant amount of numerical data
that did not exist when the original studies were undertaken. Beyond the
Limits also contained a careful presentation of arguments aimed at counteracting
the criticisms that were directed at the earlier world modeling books.
The System Dynamics National Model and K-12
Education
During the last
twenty years, Jay Forrester's attention has been focused primarily in two
areas: 1) the creation of a system dynamics model of the United States
economy, and 2) the extension of system dynamics training to kindergarten
through high school education. Forrester sees the former project as leading
to a new approach to economic science and a fundamental understanding of
the way macroeconomic systems work. He views the latter project as crucial,
not only for the future health of the field of system dynamics, but also
for the future health of human society.
Although Forrester's national economic model remains unfinished, early
and intermediate results have been published
.
The most noteworthy of the results is that the model generates a forty-
to sixty-year economic cycle or "long wave" that not only explains
the Great Depression of the 1930s, but also shows that deep economic slumps
are a repetitive feature of capitalist economies. At the time of this writing,
Forrester's model shows that the United States economy is just beginning
to rise out of the trough of the latest long wave downturn.
Forrester's efforts to extend system dynamics to K-12 education have,
in a sense, taken him full circle, as the story begins with his original
MIT mentor Gordon Brown. Brown retired from MIT in 1973 and began wintering
in Tucson, Arizona. During the late 1980s, Brown introduced system dynamics
to teachers in the Tucson school system. The results were remarkable. System
dynamics spread, not only through the original junior high in which it
was introduced, but through the entire school district. Subjects as diverse
as Shakespeare, economics, and physics are today taught in the school district,
wholly or in part, via system dynamics. Moreover, the district itself is
using system dynamics in an effort to become a learning organization
.
The future of system dynamics in K-12 education appears promising. Today,
an international clearinghouse for K-12 system dynamics materials exists
and Internet and World Wide Web sites have been created to disseminate
information
.
Numerous K-12 teachers, in the United States and abroad, have begun to
integrate system dynamics into their classes, and attend international
conferences on the subject. All of these developments suggest that the
corporate and public sector decision makers of the future may well begin
to view the problems they face through the lens of system dynamics
.