Systems theory
Complex systems |
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Systems theory is the
Changing one component of a system may affect other components or the whole system. It may be possible to predict these changes in patterns of behavior. For systems that learn and adapt, the growth and the degree of adaptation depend upon how well the system is engaged with its environment and other contexts influencing its organization. Some systems support other systems, maintaining the other system to prevent failure. The goals of systems theory are to model a system's dynamics, constraints, conditions, and relations; and to elucidate principles (such as purpose, measure, methods, tools) that can be discerned and applied to other systems at every level of nesting, and in a wide range of fields for achieving optimized equifinality.[3]
General systems theory is about developing broadly applicable concepts and principles, as opposed to concepts and principles specific to one domain of knowledge. It distinguishes dynamic or active systems from static or passive systems. Active systems are activity structures or components that interact in behaviours and processes or interrelate through formal contextual boundary conditions (attractors). Passive systems are structures and components that are being processed. For example, a computer program is passive when it is a file stored on the hardrive and active when it runs in memory.[4] The field is related to systems thinking, machine logic, and systems engineering.
Overview
This article is written like a personal reflection, personal essay, or argumentative essay that states a Wikipedia editor's personal feelings or presents an original argument about a topic. (November 2020) |
Systems theory is manifest in the work of practitioners in many disciplines, for example the works of physician
As a
Systems theory promotes dialogue between autonomous areas of study as well as within systems science itself. In this respect, with the possibility of misinterpretations, von Bertalanffy[5] believed a general theory of systems "should be an important regulative device in science," to guard against superficial analogies that "are useless in science and harmful in their practical consequences."
Others remain closer to the direct systems concepts developed by the original systems theorists. For example,
With the modern foundations for a general theory of systems following World War I, Ervin László, in the preface for Bertalanffy's book, Perspectives on General System Theory, points out that the translation of "general system theory" from German into English has "wrought a certain amount of havoc":[6]
It (General System Theory) was criticized as pseudoscience and said to be nothing more than an admonishment to attend to things in a holistic way. Such criticisms would have lost their point had it been recognized that von Bertalanffy's general system theory is a perspective or paradigm, and that such basic conceptual frameworks play a key role in the development of exact scientific theory. .. Allgemeine Systemtheorie is not directly consistent with an interpretation often put on 'general system theory,' to wit, that it is a (scientific) "theory of general systems." To criticize it as such is to shoot at straw men. Von Bertalanffy opened up something much broader and of much greater significance than a single theory (which, as we now know, can always be falsified and has usually an ephemeral existence): he created a new paradigm for the development of theories.
Theorie (or Lehre) "has a much broader meaning in German than the closest English words 'theory' and 'science'," just as
A system in this frame of reference can contain regularly interacting or interrelating groups of activities. For example, in noting the influence in the evolution of "an individually oriented
László explains that the new systems view of organized complexity went "one step beyond the Newtonian view of organized simplicity" which reduced the parts from the whole, or understood the whole without relation to the parts. The relationship between organisations and their environments can be seen as the foremost source of complexity and interdependence. In most cases, the whole has properties that cannot be known from analysis of the constituent elements in isolation.[8][full citation needed]
Béla H. Bánáthy, who argued—along with the founders of the systems society—that "the benefit of humankind" is the purpose of science, has made significant and far-reaching contributions to the area of systems theory. For the Primer Group at the International Society for the System Sciences, Bánáthy defines a perspective that iterates this view:[9][full citation needed]
The systems view is a world-view that is based on the discipline of SYSTEM INQUIRY. Central to systems inquiry is the concept of SYSTEM. In the most general sense, system means a configuration of parts connected and joined together by a web of relationships. The Primer Group defines system as a family of relationships among the members acting as a whole. Von Bertalanffy defined system as "elements in standing relationship."
Applications
Art
Marketing operations |
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Biology
Systems biology is a movement that draws on several trends in
Particularly from the year 2000 onwards, the biosciences use the term widely and in a variety of contexts. An often stated ambition of systems biology is the modelling and discovery of
Subdisciplines of systems biology include:
Ecology
Systems ecology is an
it can be seen as an application of general systems theory to ecology.Central to the systems ecology approach is the idea that an ecosystem is a
Chemistry
Systems chemistry is the science of studying networks of interacting molecules, to create new functions from a set (or library) of molecules with different hierarchical levels and emergent properties.[14] Systems chemistry is also related to the origin of life (abiogenesis).[15]
Engineering
Systems engineering is an
User-centered design process
Systems thinking is a crucial part of
The Institute of Electrical and Electronics Engineers estimates that roughly 15% of the estimated $1 trillion used to develop information systems every year is completely wasted and the produced systems are discarded before implementation by entirely preventable mistakes.[21] According to the CHAOS report published in 2018 by the Standish Group, a vast majority of information systems fail or partly fail according to their survey:
Pure success is the combination of high customer satisfaction with high return on value to the organization. Related figures for the year 2017 are: successful: 14%, challenged: 67%, failed 19%.[22]
Mathematics
System dynamics is an approach to understanding the
Social sciences and humanities
Psychology
Systems psychology is a branch of
It received inspiration from systems theory and systems thinking, as well as the basics of theoretical work from
In systems psychology, characteristics of
Informatics
System theory has been applied in the field of neuroinformatics and connectionist cognitive science. Attempts are being made in neurocognition to merge connectionist cognitive neuroarchitectures with the approach of system theory and dynamical systems theory.[27]
History
Precursors
Timeline |
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Predecessors
Founders
Other contributors
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Systems thinking can date back to antiquity, whether considering the first systems of written communication with Sumerian
Figures like James Joule and Sadi Carnot represent an important step to introduce the systems approach into the (rationalist) hard sciences of the 19th century, also known as the energy transformation. Then, the thermodynamics of this century, by Rudolf Clausius, Josiah Gibbs and others, established the system reference model as a formal scientific object.
Similar ideas are found in
The contemporary work of Peter Senge provides detailed discussion of the commonplace critique of educational systems grounded in conventional assumptions about learning,[32] including the problems with fragmented knowledge and lack of holistic learning from the "machine-age thinking" that became a "model of school separated from daily life." In this way, some systems theorists attempt to provide alternatives to, and evolved ideation from orthodox theories which have grounds in classical assumptions, including individuals such as Max Weber and Émile Durkheim in sociology and Frederick Winslow Taylor in scientific management.[33] The theorists sought holistic methods by developing systems concepts that could integrate with different areas.
Some may view the contradiction of
Founding and early development
Where assumptions in Western science from
" as an analytical construct), the original systems theorists explored the implications of 20th-century advances in terms of systems.Between 1929 and 1951,
Many early systems theorists aimed at finding a general systems theory that could explain all systems in all fields of science.
"General systems theory" (GST; German: allgemeine Systemlehre) was coined in the 1940s by Ludwig von Bertalanffy, who sought a new approach to the study of living systems.[36] Bertalanffy developed the theory via lectures beginning in 1937 and then via publications beginning in 1946.[37] According to Mike C. Jackson (2000), Bertalanffy promoted an embryonic form of GST as early as the 1920s and 1930s, but it was not until the early 1950s that it became more widely known in scientific circles.[38]
Jackson also claimed that Bertalanffy's work was informed by
The systems view was based on several fundamental ideas. First, all phenomena can be viewed as a web of relationships among elements, or a
Cognizant of advances in science that questioned classical assumptions in the organizational sciences, Bertalanffy's idea to develop a theory of systems began as early as the interwar period, publishing "An Outline for General Systems Theory" in the British Journal for the Philosophy of Science by 1950.[39]
In 1954, von Bertalanffy, along with
, among others.Bertalanffy's ideas were adopted by others, working in mathematics, psychology, biology,
The
In sociology, systems thinking also began in the 20th century, including Talcott Parsons' action theory[43] and Niklas Luhmann's social systems theory.[44][45] According to Rudolf Stichweh (2011):[43]: 2
Since its beginnings the social sciences were an important part of the establishment of systems theory... [T]he two most influential suggestions were the comprehensive sociological versions of systems theory which were proposed by Talcott Parsons since the 1950s and by Niklas Luhmann since the 1970s.
Elements of systems thinking can also be seen in the work of James Clerk Maxwell, particularly control theory.
General systems research and systems inquiry
Many early systems theorists aimed at finding a general systems theory that could explain all systems in all fields of science. Ludwig von Bertalanffy began developing his 'general systems theory' via lectures in 1937 and then via publications from 1946.[37] The concept received extensive focus in his 1968 book, General System Theory: Foundations, Development, Applications.[30]
There are many definitions of a general system, some properties that definitions include are: an overall
Bertalanffy aimed to bring together under one heading the organismic science that he had observed in his work as a biologist. He wanted to use the word system for those principles that are common to systems in general. In General System Theory (1968), he wrote:[30]: 32
[T]here exist models, principles, and laws that apply to generalized systems or their subclasses, irrespective of their particular kind, the nature of their component elements, and the relationships or "forces" between them. It seems legitimate to ask for a theory, not of systems of a more or less special kind, but of universal principles applying to systems in general.
In the preface to von Bertalanffy's Perspectives on General System Theory, Ervin László stated:[6]
Thus when von Bertalanffy spoke of Allgemeine Systemtheorie it was consistent with his view that he was proposing a new perspective, a new way of doing science. It was not directly consistent with an interpretation often put on "general system theory", to wit, that it is a (scientific) "theory of general systems." To criticize it as such is to shoot at straw men. Von Bertalanffy opened up something much broader and of much greater significance than a single theory (which, as we now know, can always be falsified and has usually an ephemeral existence): he created a new paradigm for the development of theories.
Bertalanffy outlines systems inquiry into three major domains: philosophy, science, and technology. In his work with the Primer Group, Béla H. Bánáthy generalized the domains into four integratable domains of systemic inquiry:
- philosophy: the ontology, epistemology, and axiology of systems
- theory: a set of interrelated concepts and principles applying to all systems
- methodology: the set of models, strategies, methods and tools that instrumentalize systems theory and philosophy
- application: the application and interaction of the domains
These operate in a recursive relationship, he explained; integrating 'philosophy' and 'theory' as knowledge, and 'method' and 'application' as action; systems inquiry is thus knowledgeable action.[47][failed verification]
Properties of general systems
General systems may be split into a hierarchy of systems, where there is less interactions between the different systems than there is the components in the system. The alternative is heterarchy where all components within the system interact with one another.[46]: 65 Sometimes an entire system will be represented inside another system as a part, sometimes referred to as a holon.[46] These hierarchies of system are studied in hierarchy theory.[48] The amount of interaction between parts of systems higher in the hierarchy and parts of the system lower in the hierarchy is reduced. If all the parts of a system are tightly coupled (interact with one another a lot) then the system cannot be decomposed into different systems. The amount of coupling between parts of a system may differ temporally, with some parts interacting more often than other, or for different processes in a system.[49]: 293 Herbert A. Simon distinguished between decomposable, nearly decomposable and nondecomposable systems.[46]: 72
Russell L. Ackoff distinguished general systems by how their goals and subgoals could change over time. He distinguished between goal-maintaining, goal-seeking, multi-goal and reflective (or goal-changing) systems.[46]: 73
System types and fields
Theoretical fields
This section is in prose. is available. (October 2022) |
- Chaos theory
- Complex system
- Control theory
- Dynamical systems theory
- Earth system science
- Ecological systems theory
- Living systems theory[48]
- Sociotechnical system
- Systemics
- Urban metabolism
- World-systems theory
Cybernetics
Cybernetics is the study of the communication and control of regulatory feedback both in living and lifeless systems (organisms, organizations, machines), and in combinations of those. Its focus is how anything (digital, mechanical or biological) controls its behavior, processes information, reacts to information, and changes or can be changed to better accomplish those three primary tasks.
The terms systems theory and cybernetics have been widely used as synonyms. Some authors use the term cybernetic systems to denote a proper subset of the class of general systems, namely those systems that include
Threads of cybernetics began in the late 1800s that led toward the publishing of seminal works (such as Wiener's
System types
This section is in prose. is available. (October 2022) |
- Biological
- Complex
- Conceptual
- Coordinate
- Deterministic (philosophy)
- Digital ecosystem
- Experimental
- Writing
- Coupled human–environment
- Database
- Deterministic (science)
- Mathematical
- Economic
- Energy
- Holarchical
- Information
- Legal
- Measurement
- Imperial
- Metric
- Multi-agent
- Nonlinear
- Operating
- Planetary
- Political
- Social
- Star
Complex adaptive systems
Complex adaptive systems (CAS), coined by John H. Holland, Murray Gell-Mann, and others at the interdisciplinary Santa Fe Institute, are special cases of complex systems: they are complex in that they are diverse and composed of multiple, interconnected elements; they are adaptive in that they have the capacity to change and learn from experience.
In contrast to control systems, in which negative feedback dampens and reverses disequilibria, CAS are often subject to positive feedback, which magnifies and perpetuates changes, converting local irregularities into global features.
See also
- List of types of systems theory
- Glossary of systems theory
- Autonomous agency theory
- Bibliography of sociology
- Cellular automata
- Chaos theory
- Complexity
- Emergence
- Engaged theory
- Fractal
- Grey box model
- Irreducible complexity
- Meta-systems
- Multidimensional systems
- Open and closed systems in social science
- Pattern language
- Recursion (computer science)
- Reductionism
- Redundancy (engineering)
- Reversal theory
- Social rule system theory
- Sociotechnical system
- Sociology and complexity science
- Structure–organization–process
- Systemantics
- System identification
- Systematics – study of multi-term systems
- Systemics
- Systemography
- Systems science
- Theoretical ecology
- Tektology
- User-in-the-loop
- Viable system theory
- Viable systems approach
- World-systems theory
- Structuralist economics
- Dependency theory
- Hierarchy theory
Organizations
References
- ^ "Systems Theory – an overview | ScienceDirect Topics".
- doi:10.5465/255139.
- ^ Beven, K. (2006). A manifesto for the equifinality thesis. Journal of hydrology, 320(1), 18–36.
- ISBN 978-1-58603-035-3.
- ^ Bertalanffy (1950: 142)
- ^ a b c d e László, Ervin. 1974. "Preface" in Perspectives on General System Theory, by L. von Bertalanffy, edited by Edgar Taschdjian. New York: George Braziller.
- ^ Schein, E.H. (1980). Organizational Psychology. New Jersey: Prentice-Hall. pp. 4–11.
- ^ Ervin László (1972), pp. 14–15
- ^ Béla H. Bánáthy, 1997: ¶ 22
- ^ 1928, Kritische Theorie der Formbildung, Borntraeger. In English: Modern Theories of Development: An Introduction to Theoretical Biology, Oxford University Press, New York: Harper, 1933
- ^ Shugart, Herman H., and Robert V. O'Neill. "Systems Ecology". Dowden, Hutchingon & Ross, 1979.
- ^ Van Dyne, George M. "Ecosystems, Systems Ecology, and Systems Ecologists". ORNL- 3975. Oak Ridge National Laboratory, Oak Ridge, TN, 1966.
- ISBN 9780198568469.
- PMID 18197336.
- ISSN 1759-2208.
- ISBN 0-471-93552-2.
- INCOSE. "What is Systems Engineering". Retrieved 2006-11-26.
- ISBN 978-0-7277-6082-1
- ^ Söderström, Jonas. "Algoritmiska larm belastar sjukvården". Jävla skitsystem. Retrieved 12 September 2020.
- ^ Söderström, Jonas (2010). Jävla skitsystem!. Stockholm: Karnaval Förlag. p. 16,17.
- ^ Charette, Robert N. (2 September 2005). "Why Software Fails". IEEE Spectrum. Retrieved 12 September 2020.
- ^ Portman, Henny (3 January 2020). "Review CHAOS Report 2018". Henny Portman's Blog. Retrieved 11 September 2020.
- ^ MIT System Dynamics in Education Project (SDEP)
- ^ Vallacher, R. R., & Nowak, A. (2007). Dynamical social psychology: Finding order in the flow of human experience. New York: Guilford Publications.
{{cite book}}
: CS1 maint: multiple names: authors list (link) - ISBN 0-07-005478-9, p.498.
- ISBN 0-933014-35-X. Page 212.
- ^ Maurer, H. (2021). Cognitive science: Integrative synchronization mechanisms in cognitive neuroarchitectures of the modern connectionism. CRC Press, Boca Raton/FL, chap. 1.4, 2., 3.26, ISBN 978-1-351-04352-6. https://doi.org/10.1201/9781351043526
- ^ Parsons, Talcott (1951). The Social System. Glencoe.
- ^ ISBN 9780870817229.
- ^ ISBN 0-8076-0453-4
- ^ (see Steiss 1967; Buckley, 1967)
- ^ Senge, Peter., Ed (2000). Schools That Learn: A Fifth Discipline Fieldbook for Educators, Parents, and Everyone Who Cares About Education. New York: Doubleday Dell Publishing Group. pp. 27–49.
{{cite book}}
: CS1 maint: multiple names: authors list (link) - ^ (Bailey 1994: 3–8; see also Owens 2004)
- ^ (Bailey 1994: 3–8)
- ^ (Bailey 1994; Flood 1997; Checkland 1999; Laszlo 1972)
- .
- ^ von Bertalanffy, Karl Ludwig. [1967] 1970. Robots, Men and Minds: Psychology in the Modern World (1st ed.), translated by H-J. Flechtner. Düsseldorf: Econ Verlag GmbH. p. 115.
- ^ a b Mike C. Jackson. 2000. Systems Approaches to Management. London: Springer.
- ^ von Bertalanffy, Ludwig. 1950. "An Outline for General Systems Theory." British Journal for the Philosophy of Science 1(2).
- ^ a b "History". www.isss.org. Retrieved 2021-03-13.
- .
- ^ Ludwig von Bertalanffy. 1968. General System theory: Foundations, Development, Applications.
- ^ a b Rudolf Stichweh (2011) "Systems Theory", in:y.
- ^ Luhmann, Niklas (1984). Soziale Systeme: Grundriß einer allgemeinen Theorie. Suhrkamp.
- ^ Bertrand Badie et al. (eds.), International Encyclopedia of Political Science. Sage New York.
- ^ OCLC 181372125.
- ^ "start [ProjectsISSS]". projects.isss.org.
- ^ a b Sinnott, J. D., and J. S. Rabin. 2012. "Sex Roles." Pp. 411–17 in Encyclopedia of Human Behavior (2nd ed.). Elsevier.
- ISBN 978-94-007-7469-8, retrieved 2022-04-09
Further reading
- Ashby, W. Ross. 1956. An Introduction to Cybernetics. Chapman & Hall.
- —— 1960. Design for a Brain: The Origin of Adaptive Behavior (2nd ed.). Chapman & Hall.
- Bateson, Gregory. 1972. Steps to an Ecology of Mind: Collected essays in Anthropology, Psychiatry, Evolution, and Epistemology. University of Chicago Press.
- von Bertalanffy, Ludwig. 1968. General System Theory: Foundations, Development, Applications New York: George Braziller
- Burks, Arthur. 1970. Essays on Cellular Automata. University of Illinois Press.
- Cherry, Colin. 1957. On Human Communication: A Review, a Survey, and a Criticism. Cambridge: The MIT Press.
- Churchman, C. West. 1971. The Design of Inquiring Systems: Basic Concepts of Systems and Organizations. New York: Basic Books.
- Checkland, Peter. 1999. Systems Thinking, Systems Practice: Includes a 30-Year Retrospective. Wiley.
- Gleick, James. 1997. Chaos: Making a New Science, Random House.
- Haken, Hermann. 1983. Synergetics: An Introduction – 3rd Edition, Springer.
- Holland, John H.1992. Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence. Cambridge: The MIT Press.
- Luhmann, Niklas. 2013. Introduction to Systems Theory, Polity.
- Macy, Joanna. 1991. Mutual Causality in Buddhism and General Systems Theory: The Dharma of Natural Systems. SUNY Press.
- Maturana, Humberto, and Francisco Varela. 1980. Autopoiesis and Cognition: The Realization of the Living. Springer Science & Business Media.
- Miller, James Grier. 1978. Living Systems. Mcgraw-Hill.
- von Neumann, John. 1951 "The General and Logical Theory of Automata." Pp. 1–41 in Cerebral Mechanisms in Behavior.
- —— 1956. "Probabilistic Logics and the Synthesis of Reliable Organisms from Unreliable Components." Automata Studies 34:43–98.
- von Neumann, John, and Arthur Burks, eds. 1966. Theory of Self-Reproducing Automata. Illinois University Press.
- Parsons, Talcott. 1951. The Social System. The Free Press.
- Prigogine, Ilya. 1980. From Being to Becoming: Time and Complexity in the Physical Sciences. W H Freeman & Co.
- Simon, Herbert A. 1962. "The Architecture of Complexity." Proceedings of the American Philosophical Society 106.
- —— 1996. The Sciences of the Artificial (3rd ed.), vol. 136. The MIT Press.
- ISBN 0-252-72546-8.
- Adapted from Shannon, Claude. 1948. "A Mathematical Theory of Communication." Bell System Technical Journal 27(3):379–423. .
- Thom, René. 1972. Structural Stability and Morphogenesis: An Outline of a General Theory of Models. Reading, Massachusetts.
- Weaver, Warren. 1948. "Science and Complexity." The American Scientist, 536–44.
- Wiener, Norbert. 1965. Cybernetics: Or the Control and Communication in the Animal and the Machine (2nd ed.). Cambridge: The MIT Press.
- Wolfram, Stephen. 2002. A New Kind of Science. Wolfram Media.
- Proceedings of the IRE50(5):856–65.
External links
- Systems Thinking at Wikiversity
- Systems theory at Principia Cybernetica Web
- Introduction to systems thinking – 55 slides
Organizations