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1184: 1056:, most parameters must stay under control within a narrow range around a certain optimal level under certain environmental conditions. The deviation of the optimal value of the controlled parameter can result from the changes in internal and external environments. A change of some of the environmental conditions may also require change of that range to change for the system to function. The value of the parameter to maintain is recorded by a reception system and conveyed to a regulation module via an information channel. An example of this is 690: 969: 1623: 1087:
feedback responses in cells, which alter gene expression, and change the groups of molecules expressed and secreted, including molecules that induce diverse cells to cooperate and restore tissue structure and function. This type of feedback is important because it enables coordination of immune responses and recovery from infections and injuries. During cancer, key elements of this feedback fail. This disrupts tissue function and immunity.
1901: 495: 1411: 698: 720:. The error signal is the difference of the speed as measured by the speedometer from the target speed (set point). The controller interprets the speed to adjust the accelerator, commanding the fuel flow to the engine (the effector). The resulting change in engine torque, the feedback, combines with the torque exerted by the change of road grade to reduce the error in speed, minimising the changing slope. 682: 1734: 3682: 1169:. Release of hormones then may cause more of those hormones to be released, causing a positive feedback loop. This cycle is also found in certain behaviour. For example, "shame loops" occur in people who blush easily. When they realize that they are blushing, they become even more embarrassed, which leads to further blushing, and so on. 2583:"However, after scrutinizing the statistical properties of the structural equations, the members of the committee assured themselves that it is possible to have a significant positive feedback loop when using standardized scores, and a negative loop when using real scores." Ralph L. Levine, Hiram E. Fitzgerald. 930:
When there are only two parts joined so that each affects the other, the properties of the feedback give important and useful information about the properties of the whole. But when the parts rise to even as few as four, if every one affects the other three, then twenty circuits can be traced through
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Friis and Jensen had made the same distinction Black used between "positive feed-back" and "negative feed-back", based not on the sign of the feedback itself but rather on its effect on the amplifier's gain. In contrast, Nyquist and Bode, when they built on Black's work, referred to negative feedback
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Focusing on uses in management theory, Ramaprasad (1983) defines feedback generally as "...information about the gap between the actual level and the reference level of a system parameter" that is used to "alter the gap in some way". He emphasizes that the information by itself is not feedback unless
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Normal tissue integrity is preserved by feedback interactions between diverse cell types mediated by adhesion molecules and secreted molecules that act as mediators; failure of key feedback mechanisms in cancer disrupts tissue function. In an injured or infected tissue, inflammatory mediators elicit
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that has two stable states and can be used to store state information. They typically constructed using feedback that crosses over between two arms of the circuit, to provide the circuit with a state. The circuit can be made to change state by signals applied to one or more control inputs and will
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into a circuit. This can cause the circuit to ignore small signals and respond only to large ones. It is sometimes used to eliminate noise from a digital signal. Under some circumstances, positive feedback may cause a device to latch, i.e., to reach a condition in which the output is locked to its
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object to the mathematician's definition, pointing out that this would force them to say that feedback was present in the ordinary pendulum ... between its position and its momentum—a "feedback" that, from the practical point of view, is somewhat mystical. To this the mathematician retorts that if
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Feedback loops provide generic mechanisms for controlling the running, maintenance, and evolution of software and computing systems. Feedback-loops are important models in the engineering of adaptive software, as they define the behaviour of the interactions among the control elements over the
648:(1956), mathematicians and theorists interested in the principles of feedback mechanisms prefer the definition of "circularity of action", which keeps the theory simple and consistent. For those with more practical aims, feedback should be a deliberate effect via some more tangible connection. 521:
Simple causal reasoning about a feedback system is difficult because the first system influences the second and second system influences the first, leading to a circular argument. This makes reasoning based upon cause and effect tricky, and it is necessary to analyze the system as a whole. As
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and accuracy of a system by correcting or reducing the influence of unwanted changes. This scheme can fail if the input changes faster than the system can respond to it. When this happens, the lag in arrival of the correcting signal can result in over-correction, causing the output to
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Physical systems present feedback through the mutual interactions of its parts. Feedback is also relevant for the regulation of experimental conditions, noise reduction, and signal control. The thermodynamics of feedback-controlled systems has intrigued physicist since the
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In general, feedback systems can have many signals fed back and the feedback loop frequently contain mixtures of positive and negative feedback where positive and negative feedback can dominate at different frequencies or different points in the state space of a system.
559:. This device illustrated the principle of feedback: a low water level opens the valve, the rising water then provides feedback into the system, closing the valve when the required level is reached. This then reoccurs in a circular fashion as the water level fluctuates. 1557:, but that term also is used to indicate other phase separations, as in "90° out of phase". Negative feedback can be used to correct output errors or to desensitize a system to unwanted fluctuations. In feedback amplifiers, this correction is generally for waveform 715:
system in a car that matches a target speed such as the speed limit. The controlled system is the car; its input includes the combined torque from the engine and from the changing slope of the road (the disturbance). The car's speed (status) is measured by a
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Using this terminology, a latch is level-sensitive, whereas a flip-flop is edge-sensitive. That is, when a latch is enabled it becomes transparent, while a flip flop's output only changes on a single type (positive going or negative going) of clock edge.
1782:, the output and next state depend not only on its current input, but also on its current state (and hence, previous inputs). It can also be used for counting of pulses, and for synchronizing variably-timed input signals to some reference timing signal. 954:
Feedback is used extensively in digital systems. For example, binary counters and similar devices employ feedback where the current state and inputs are used to calculate a new state which is then fed back and clocked back into the device to update it.
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By using feedback properties, the behavior of a system can be altered to meet the needs of an application; systems can be made stable, responsive or held constant. It is shown that dynamical systems with a feedback experience an adaptation to the
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adaptation process, to guarantee system properties at run-time. Feedback loops and foundations of control theory have been successfully applied to computing systems. In particular, they have been applied to the development of products such as
1822:(MAPE, monitor analyze plan execute) loop proposed by researchers of IBM is another valuable contribution to the application of feedback loops to the control of dynamic properties and the design and evolution of autonomic software systems. 3336: 1419: 925:
While simple systems can sometimes be described as one or the other type, many systems with feedback loops cannot be shoehorned into either type, and this is especially true when multiple loops are present.
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Positive feedback occurs when the fed-back signal is in phase with the input signal. Under certain gain conditions, positive feedback reinforces the input signal to the point where the output of the device
589:, and were used for pumping water – an application that could tolerate variations in the working speed, but the use of steam engines for other applications called for more precise control of the speed. 3396: 944:
The term bipolar feedback has been coined to refer to biological systems where positive and negative feedback systems can interact, the output of one affecting the input of another, and vice versa.
1610:. If a microphone is in front of a loudspeaker that it is connected to, sound that the microphone picks up comes out of the speaker, and is picked up by the microphone and re-amplified. If the 823:
The two definitions may be confusing, like when an incentive (reward) is used to boost poor performance (narrow a gap). Referring to definition 1, some authors use alternative terms, replacing
1129:. These feedback loops may be positive (as in the case of the coupling between a sugar molecule and the proteins that import sugar into a bacterial cell), or negative (as is often the case in 3279: 976:(black) within a continuously colored environment is plotted by repeatedly feeding back values through a simple equation and recording the points on the imaginary plane that fail to diverge. 1136:
On a larger scale, feedback can have a stabilizing effect on animal populations even when profoundly affected by external changes, although time lags in feedback response can give rise to
634:), but would also cause the audion to howl or sing. This action of feeding back of the signal from output to input gave rise to the use of the term "feedback" as a distinct word by 1920. 1789:(synchronous or edge-triggered). Although the term flip-flop has historically referred generically to both simple and clocked circuits, in modern usage it is common to reserve the term 1553:
Negative feedback occurs when the fed-back output signal has a relative phase of 180° with respect to the input signal (upside down). This situation is sometimes referred to as being
1301:(1572-1633) built thermostats (c1620) to control the temperature of chicken incubators and chemical furnaces. In 1745, the windmill was improved by blacksmith Edmund Lee, who added a 1199:
The climate system is characterized by strong positive and negative feedback loops between processes that affect the state of the atmosphere, ocean, and land. A simple example is the
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Korneev, KV; Atretkhany, KN; Drutskaya, MS; Grivennikov, SI; Kuprash, DV; Nedospasov, SA (January 2017). "TLR-signaling and proinflammatory cytokines as drivers of tumorigenesis".
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rather than feedback. Yet even within a single discipline an example of feedback can be called either positive or negative, depending on how values are measured or referenced.
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Mechanisms of feedback were first elucidated in bacteria, where a nutrient elicits changes in some of their metabolic functions. Feedback is also central to the operations of
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provided by Webster, feedback in business is the transmission of evaluative or corrective information about an action, event, or process to the original or controlling source.
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H. Giese; Y. Brun; J. D. M. Serugendo; C. Gacek; H. Kienle; H. Müller; M. Pezzè; M. Shaw (2009). "Engineering self-adaptive and self-managing systems". Springer-Verlag.
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as that with the sign reversed. Black had trouble convincing others of the utility of his invention in part because confusion existed over basic matters of definition.
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The parameters of a system ... may vary... The primary advantage of using feedback in control systems is to reduce the system's sensitivity to parameter variations.
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Vlahopoulos, SA; Cen, O; Hengen, N; Agan, J; Moschovi, M; Critselis, E; Adamaki, M; Bacopoulou, F; Copland, JA; Boldogh, I; Karin, M; Chrousos, GP (20 June 2015).
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feedback is to be considered present only when there is an actual wire or nerve to represent it, then the theory becomes chaotic and riddled with irrelevancies.
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H. A. Müller; H. M. Kienle & U. Stege (2009). "Autonomic computing: Now you see it, now you don't—design and evolution of autonomic software systems".
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the forward path may not be strictly unilateral, the feedback path is usually bilateral, and the input and output coupling networks are often complicated.
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Dijk, E., Cremer, D.D., Mulder, L.B., and Stouten, J. "How Do We React to Feedback in Social Dilemmas?" In Biel, Eek, Garling & Gustafsson, (eds.),
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Herold, David M., and Martin M. Greller. "Research Notes. FEEDBACK THE DEFINITION OF A CONSTRUCT." Academy of management Journal 20.1 (1977): 142-147.
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The terms "positive" and "negative" were first applied to feedback prior to WWII. The idea of positive feedback already existed in the 1920s when the
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Negative feedback: If the signal feedback is out of phase by 180° with respect to the input signal, the feedback is called negative feedback.
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signal. They are widely used in many electronic devices. Common examples of signals generated by oscillators include signals broadcast by
1147:, feedback serves as regulation of activity of an enzyme by its direct product(s) or downstream metabolite(s) in the metabolic pathway (see 3707: 1079:
effects. A negative feedback loop is one that tends to slow down a process, whereas the positive feedback loop tends to accelerate it. The
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in non-linear systems, while others have much more predictable behaviors, such as those that are used to make and design digital systems.
630:) had discovered that deliberately coupling part of the output signal back to the input circuit would boost the amplification (through 3870: 3471: 2592: 2188: 228: 111: 3661: 3641: 3348: 3289: 3259: 3179: 2634: 2609: 2397: 2127: 2061: 1692:(LFO) is an electronic oscillator that generates a frequency below ≈20 Hz. This term is typically used in the field of audio 705:
Positive feedback: If the signal feedback from output is in phase with the input signal, the feedback is called positive feedback.
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wrote a famous paper, "On governors", that is widely considered a classic in feedback control theory. This was a landmark paper on
2239:"Heretofore ... it has been necessary to reverse the motion of the rollers, thus causing the material to travel or feed back, ..." 3516: 1472:
or "hunt". While often an unwanted consequence of system behaviour, this effect is used deliberately in electronic oscillators.
4196: 4004: 3700: 1517:. A feedback loop is created when all or some portion of the output is fed back to the input. A device is said to be operating 3434: 1973: 1353:
was one of the largest steamships of its time and employed a steam powered rudder with feedback mechanism designed in 1866 by
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in Britain by the 18th century, but it was not at that time recognized as a universal abstraction and so did not have a name.
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are part of a social feedback system, when an observed action is "mirrored" by the brain—like a self-performed action.
3812: 1483: 1455: 1239: 1229:, and so forth. In the context of control theory, "feedback" is traditionally assumed to specify "negative feedback". 115: 2334: 1976: – Academic discipline studying the relationship between computer systems and their users, which also includes: 2276: 4057: 3782: 3086:
CS Holling. "Resilience and stability of ecological systems". Annual Review of Ecology and Systematics 4:1-23. 1973
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Biological systems contain many types of regulatory circuits, both positive and negative. As in other contexts,
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them; and knowing the properties of all the twenty circuits does not give complete information about the system.
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When two or more amplifiers are cross-coupled using positive feedback, complex behaviors can be created. These
735:'s classic 1934 paper first details the use of negative feedback in electronic amplifiers. According to Black: 467: 454: 344: 208: 178: 124: 2412:
Friis, H.T., and A.G.Jensen. "High Frequency Amplifiers" Bell System Technical Journal 3 (April 1924):181–205.
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Over the years there has been some dispute as to the best definition of feedback. According to cybernetician
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was made. Friis and Jensen (1924) described this circuit in a set of electronic amplifiers as a case where
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Maintaining a desired system performance despite disturbance using negative feedback to reduce system error
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There are two main types of electronic oscillator: the linear or harmonic oscillator and the nonlinear or
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monostable circuits, which can be pushed into a state, and will return to the stable state after some time
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into itself. The notion of cause-and-effect has to be handled carefully when applied to feedback systems:
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Internal combustion engines of the late 20th century employed mechanical feedback mechanisms such as the
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Latches and flip-flops are used as data storage elements. Such data storage can be used for storage of
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in 1873 to describe steam-powered steering systems. Hydraulic servos were later used to position guns.
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The terms positive and negative feedback are defined in different ways within different disciplines.
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Wotherspoon, T.; Hubler, A. (2009). "Adaptation to the edge of chaos with random-wavelet feedback".
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Self-regulating mechanisms have existed since antiquity, and the idea of feedback started to enter
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Thomas K. Connellan and Ron Zemke, "Sustaining Knock Your Socks Off Service" AMACOM, 1 July 1993.
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for determining the stability of feedback systems. An easier method, but less general, is to use
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Jacob, F; Monod, J (June 1961). "Genetic regulatory mechanisms in the synthesis of proteins".
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to adjust the distance between the bedstone and the runner stone (i.e., to adjust the load).
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had described their concept through several kinds of "component motions" associated with the
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A feedback loop where all outputs of a process are available as causal inputs to that process
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respectively. And for definition 2, some authors promote describing the action or effect as
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from the 1940s onwards was centred around the study of circular causal feedback mechanisms.
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McGraw-Hill Encyclopedia of Science and Technology, 10th Ed., Science Access online service
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Oscillators designed to produce a high-power AC output from a DC supply are usually called
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is largely controlled by positive and negative feedback, much of which is still unknown.
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between reference and actual values of a parameter or trait, based on whether the gap is
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designed his first centrifugal governor following a suggestion from his business partner
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bistable circuits, which have two stable states that the circuit can be switched between
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If the signal is inverted on its way round the control loop, the system is said to have
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is sufficient, howling or squealing at the maximum power of the amplifier is possible.
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maximum or minimum state. This fact is very widely used in digital electronics to make
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between its maximum and minimum possible states. Positive feedback may also introduce
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published a theoretical analysis of automatic ship steering in 1922 and described the
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in a disturbance or the amplitude of a wave or oscillation, from those that lead to a
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Positive feed-back increases the gain of the amplifier, negative feed-back reduces it.
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Feedback is extensively used in control theory, using a variety of methods including
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Between Human and Machine : Feedback, Control, and Computing before Cybernetics
1410: 4024: 3956: 3885: 3590: 3548: 3324:, Cambridge University Press (1980), Chapter 3, relating to operational amplifiers. 3219:
Minorsky, Nicolas (1922). "Directional stability of automatically steered bodies".
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exclusively for discussing clocked circuits; the simple ones are commonly called
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level. A general expression for the gain of a negative feedback amplifier is the
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Process where information about current status is used to influence future status
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in contrast to negative feed-back action, which they mentioned only in passing.
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According to Mindell (2002) confusion in the terms arose shortly after this:
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With mechanical devices, hunting can be severe enough to destroy the device.
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systems used in computers, communications, and many other types of systems.
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Introduction to Social Macrodynamics: Secular Cycles and Millennial Trends.
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JM Jay, "Improvement in Machines for Making the Spindles of Wagon-Axles",
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that alters the gap, based on whether it makes the recipient or observer
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J. O. Kephart; D. M. Chess (2003). "The vision of autonomic computing".
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Analysis of the dynamic psychological systems: methods and applications
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The Fifth Discipline: The Art and Practice of the Learning Organization
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refers to a closed chain of cause and effect that creates the feedback.
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used in steam engines. He distinguished those that lead to a continued
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occurs when outputs of a system are routed back as inputs as part of a
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Business Dynamics: Systems Thinking and Modeling for a Complex World
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Authority, liberty, & automatic machinery in early modern Europe
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The simplest form of a feedback amplifier can be represented by the
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it is out of phase with the input , it is called negative feedback.
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Sixth Assessment Report (AR6), Working Group I, IPCC, 2021, p. 96.
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Some systems with feedback can have very complex behaviors such as
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By the end of 1912, researchers using early electronic amplifiers (
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to portray the information feedback at work in a system. The word
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to keep the face of the windmill pointing into the wind. In 1787,
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As an example of negative feedback, the diagram might represent a
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This confusion may arise because feedback can be used to provide
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For an analysis of desensitization in the system pictured, see
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Ramaprasad, Arkalgud (1983). "On the definition of feedback".
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Feedback Systems: An Introduction for Scientists and Engineers
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Feedback Systems: An Introduction for Scientists and Engineers
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loop whereby melting snow exposes more dark ground (of lower
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that forms a circuit or loop. The system can then be said to
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have one or two outputs. It is the basic storage element in
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Electronic feedback loops are used to control the output of
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Feedback can give rise to incredibly complex behaviors. The
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used the term "feed-back" as a noun to refer to (undesired)
2279:, Nobel Lecture, 11 December 1909. Retrieved 19 March 2012. 1785:
Flip-flops can be either simple (transparent or opaque) or
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of their production. Early steam engines employed a purely
2046:"Chapter 9: Information feedback and causal loop diagrams" 1282:
was used to regulate the flow of water in Greek and Roman
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in which a negative sign is included in the feedback loop
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Feedback is also a useful design principle for designing
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Basic Electronics: Devices, Circuits and IT Fundamentals
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were used to regulate the distance and pressure between
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New Issues and Paradigms in Research on Social Dilemmas
3254:. Boca Raton, FL, USA: CRC Press. pp. 13.1–13.14. 1911: 1696:, to distinguish it from an audio frequency oscillator. 3460:
Garg, Rakesh Kumar; Ashish Dixit; Pavan Yadav (2008).
2695:"Feedback for physicists: A tutorial essay on control" 1309:
regulated the rotation speed of a windmill by using a
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The first ever known artificial feedback device was a
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Sagawa, Takahiro; Ueda, Masahito (26 February 2008).
2392:. Baltimore, MD, US: Johns Hopkins University Press. 2008: – Tendency to oscillate at certain frequencies 1673:, and the sounds produced by electronic beepers and 4101: 4048: 3990: 3927: 3894: 3826: 3751: 3730: 3337:"§5.3.1 Effect of feedback on parameter variations" 3221:
Journal of the American Society for Naval Engineers
1426:The use of feedback is widespread in the design of 1394:but mechanical feedback was replaced by electronic 1254:errors, and the derivative term is a prediction of 1187:
Some effects of global warming can either enhance (
3589: 2076:refers to cause-and-effect relationships. The word 1290:and also used to regulate tank water level in the 3296:If the feedback signal reduces the input signal, 2277:"Electrical oscillations and wireless telegraphy" 1710:(RF) range of about 100 kHz to 100 GHz. 905:component. As Connellan and Zemke (1993) put it: 693:An example of a negative feedback loop with goals 3428: 3426: 3424: 3422: 1699:An audio oscillator produces frequencies in the 1250:error, the integral term on the accumulation of 2799:"Thermodynamics of feedback controlled systems" 2421:H.S. Black, "Stabilized feed-back amplifiers", 928: 916:feedback tells us how good, bad or indifferent. 907: 745: 737: 650: 519: 3252:Circuit Analysis and Feedback Amplifier Theory 1591:circuits for volatile storage of information. 3708: 3343:. Pearson Education India. pp. 134–135. 2351: 2349: 2347: 2204:Maxwell, James Clerk (1868). "On Governors". 2114:Karl Johan Åström; Richard M. Murray (2008). 1266:For feedback in the educational context, see 1242:using a control-loop feedback mechanism is a 921:Limitations of negative and positive feedback 475: 8: 3390: 3388: 3123:"The Study of Earth as an Integrated System" 2241:HH Cole, "Improvement in Fluting-Machines", 2181:Designing Kinetics for Architectural Facades 1996: – Incentive that has a contrary result 1669:, clock signals that regulate computers and 1521:if no output feedback is being employed and 1498:. Design to ensure stability often involves 1398:once small, robust and powerful single-chip 3439:. New Age International. pp. 224–225. 3436:Electronics (fundamentals And Applications) 2295:A history of control engineering, 1800–1930 1680:Oscillators are often characterized by the 3715: 3701: 3693: 3644:. Chapter 18: Games as Cybernetic Systems. 2447:Proceedings of the Royal Society of London 2433: 2431: 2425:, vol. 53, pp. 114–120, January 1934. 2381: 2379: 2287: 2285: 2206:Proceedings of the Royal Society of London 1594:The loud squeals that sometimes occurs in 1538:astable circuits, which act as oscillators 1332:. Steam engines also use float valves and 482: 468: 38: 3020: 2936: 2887: 2814: 2749: 2458: 2122:. Princeton University Press. p. 1. 1970: – Most basic type of physical force 1706:An RF oscillator produces signals in the 912:feedback tells us how much and how many. 756:Even before these terms were being used, 3490:Digital electronics and design with VHDL 2319: 2317: 2025: – Unforeseen outcomes of an action 1459:; otherwise, the feedback is said to be 1258:error, based on current rate of change. 967: 680: 527:Karl Johan Åström and Richard M.Murray, 3547:J. L. Hellerstein; Y. Diao; S. Parekh; 2797:Cao, F. J.; Feito, M. (10 April 2009). 2559:Circuit Theory of Linear Noisy Networks 2544:Charles S. Carver, Michael F. Scheier: 2036: 1703:range, about 16 Hz to 20 kHz. 48: 41: 3523:(EE 42/100 Lecture 24 from Berkeley) 3284:. PHI Learning Pvt. Ltd. p. 191. 2627:Introduction to Bioregulatory Medicine 2478:from the original on 26 December 2010. 1561:reduction or to establish a specified 1071:do not imply that the feedback causes 3553:Feedback Control of Computing Systems 3248:"Chapter 13: General feedback theory" 3133:from the original on 2 November 2016. 2572:The Experimental Analysis of Behavior 2557:Hermann A Haus and Richard B. Adler, 1774:, and such a circuit is described as 1324:in 1788 to regulate the speed of his 7: 3368:"Negative Feedback & Distortion" 2868:Cytokine & Growth Factor Reviews 2504:. New York: Doubleday. p. 424. 2340:from the original on 23 August 2000. 2174: 2172: 1336:as mechanical regulation devices. A 3096:Scheff, Thomas (2 September 2009). 2929:10.20892/j.issn.2095-3941.2017.0029 2693:Bechhoefer, John (31 August 2005). 1818:. From a software perspective, the 1156:hypothalamic–pituitary–adrenal axis 3871:Evolutionary developmental biology 3233:10.1111/j.1559-3584.1922.tb04958.x 3154:from the original on 21 July 2022. 2621:Alta Smit; Arturo O'Byrne (2011). 2546:On the Self-Regulation of Behavior 2155:. Johns Hopkins University Press. 1874:input and a video output, e.g., a 729:the "feed-back" action is positive 229:Evolutionary developmental biology 25: 3596:. New York: Basic Books. p.  2548:Cambridge University Press, 2001 964:Mathematics and dynamical systems 604:and the mathematics of feedback. 573:since the 17th century. In 1788, 3680: 3493:. Morgan Kaufmann. p. 329. 3098:"The Emotional/Relational World" 1899: 1870:. It involves a loop between a 1244:proportional-integral-derivative 1238:The most common general-purpose 701:A positive feedback loop example 4005:Ordinary differential equations 3466:. Firewall Media. p. 280. 2911:Vlahopoulos, SA (August 2017). 1657:(DC) from a power supply to an 1502:to control the location of the 1340:of Watt's governor was done by 396:Ordinary differential equations 4063:Partial differential equations 2768:10.1103/PhysRevLett.100.080403 2327:An introduction to cybernetics 1328:was one factor leading to the 667:Positive and negative feedback 267:Partial differential equations 1: 3403:. McGraw-Hill. Archived from 3164: 3058:10.1016/S0022-2836(61)80072-7 2917:Cancer Biology & Medicine 2880:10.1016/j.cytogfr.2015.06.001 2438:Maxwell, James Clerk (1868). 1534:are widely used and include: 3670:, New York: Springer, 2008. 3650:, Malkov A., Khaltourina D. 3588:Hofstadter, Douglas (2007). 3172:Dynamics of Feedback Systems 3013:10.1128/MMBR.34.1.20-39.1970 2052:. Island Press. pp. 99 1628:op-amp relaxation oscillator 1496:gain margin and phase margin 1201:ice–albedo positive feedback 3813:Particle swarm optimization 3320:P. Horowitz & W. Hill, 2528:, McGraw Hill/Irwin, 2000. 1645:electronic signal, often a 1525:if feedback is being used. 1484:Nyquist stability criterion 1117:, which were identified by 1113:are used to create genetic 116:Particle swarm optimization 4218: 4058:Reaction-diffusion systems 3783:Self-organized criticality 3487:Volnei A. Pedroni (2008). 3433:Chattopadhyay, D. (2006). 3395:Snelgrove, Martin (2011). 3372:learnabout-electronics.org 2974:10.1016/j.cyto.2016.01.021 2833:10.1103/PhysRevE.79.041118 1974:Human–computer interaction 1889: 1840: 1829: 1641:that produces a periodic, 1231: 1214: 1176: 1029: 1023: 979: 670: 263:Reaction–diffusion systems 92:Self-organized criticality 29: 3841:Artificial neural network 3335:S.K Bhattacharya (2011). 2995:Sanwal, BD (March 1970). 2719:10.1103/RevModPhys.77.783 2699:Reviews of Modern Physics 2386:David A. Mindell (2002). 2116:"§1.1: What is feedback?" 1886:Human resource management 1396:engine management systems 619:between components of an 204:Artificial neural network 32:Feedback (disambiguation) 3919:Evolutionary game theory 3846:Evolutionary computation 3778:Collective consciousness 3555:. John Wiley & Sons. 2050:Modeling the Environment 1690:low-frequency oscillator 1684:of their output signal: 1096:gene regulatory networks 658:translated into action. 455:Evolutionary game theory 345:Second-order cybernetics 209:Evolutionary computation 125:Collective consciousness 18:Electronic feedback loop 3937:Social network analysis 3876:Artificial intelligence 3808:Ant colony optimization 3768:Collective intelligence 2738:Physical Review Letters 2498:Peter M. Senge (1990). 2292:Stuart Bennett (1979). 2261:accessed 23 March 2012. 2259:US Patent 47,769 (1865) 2245:accessed 23 March 2012. 2243:US Patent 55,469 (1866) 2179:Moloney, Jules (2011). 2068:This chapter describes 2023:Unintended consequences 1968:Fundamental interaction 1667:television transmitters 1334:pressure release valves 1179:Climate change feedback 936:Other types of feedback 893:, and often has both a 233:Artificial intelligence 147:Social network analysis 112:Ant colony optimization 84:Collective intelligence 4197:Management cybernetics 4068:Dissipative structures 3909:Rational choice theory 3519:5 October 2016 at the 3514:Latches and Flip Flops 3341:Linear Control Systems 3322:The Art of Electronics 3184:negative feedback loop 3174:, New York: J. Wiley. 2460:10.1098/rspl.1867.0055 2423:Electrical Engineering 2333:. Chapman & Hall. 2324:W. Ross Ashby (1957). 2275:Karl Ferdinand Braun, 2218:10.1098/rspl.1867.0055 1908:This section is empty. 1745: 1729:Latches and flip-flops 1653:. Oscillators convert 1630: 1500:frequency compensation 1423: 1406:Electronic engineering 1278:In ancient times, the 1274:Mechanical engineering 1223:state space (controls) 1196: 1026:Biological interaction 977: 933: 918: 754: 741: 702: 694: 686: 655: 533: 499: 446:Rational choice theory 271:Dissipative structures 3881:Evolutionary robotics 3798:Agent-based modelling 3278:Santiram Kal (2009). 3246:Wai-Kai Chen (2005). 2629:. Thieme. p. 6. 2370:10.1002/bs.3830280103 2134:Online version found 1892:performance appraisal 1843:User interface design 1837:User interface design 1736: 1723:relaxation oscillator 1635:electronic oscillator 1625: 1567:asymptotic gain model 1413: 1392:vacuum timing advance 1338:mathematical analysis 1330:Industrial Revolution 1232:Further information: 1186: 1149:Allosteric regulation 971: 849:discrepancy-enhancing 772:of the same quality. 762:centrifugal governors 700: 692: 684: 563:Centrifugal governors 497: 374:Theory of computation 237:Evolutionary robotics 104:Agent-based modelling 4040:Coupled map lattices 4000:Time series analysis 3942:Small-world networks 3689:at Wikimedia Commons 3656:Moscow: URSS, 2006. 2070:causal loop diagrams 2044:Andrew Ford (2010). 1826:Software Development 1780:finite-state machine 1369:Elmer Ambrose Sperry 1318:centrifugal governor 1311:centrifugal pendulum 1138:predator-prey cycles 1058:insulin oscillations 853:discrepancy-reducing 733:Harold Stephen Black 725:regenerative circuit 613:Karl Ferdinand Braun 587:reciprocating motion 425:Coupled map lattices 391:Time series analysis 151:Small-world networks 30:For other uses, see 4202:Electronic feedback 4020:Population dynamics 3914:Bounded rationality 3856:Genetic programming 3592:I Am a Strange loop 2825:2009PhRvE..79d1118C 2760:2008PhRvL.100h0403S 2711:2005RvMP...77..783B 2664:2009JPCA..113...19W 2012:Stability criterion 1938:Corrective feedback 1763:digital electronics 1659:alternating current 1430:components such as 1420:unilateral elements 1416:ideal block diagram 1402:became affordable. 1375:designed the first 1355:John McFarlane Gray 1342:James Clerk Maxwell 1297:The Dutch inventor 1268:corrective feedback 1227:full state feedback 758:James Clerk Maxwell 637:The development of 598:James Clerk Maxwell 450:Bounded rationality 408:Population dynamics 317:Conversation theory 217:Genetic programming 142:Scale-free networks 74:Collective behavior 4166:Computation theory 4161:Information theory 4116:Operationalization 3992:Nonlinear dynamics 3904:Prisoner's dilemma 3851:Genetic algorithms 2623:"Bipolar feedback" 2358:Behavioral Science 1994:Perverse incentive 1746: 1639:electronic circuit 1631: 1506:of the amplifier. 1424: 1373:Sperry Corporation 1197: 1193:negative feedbacks 1189:positive feedbacks 978: 784:the change of the 703: 695: 687: 621:electronic circuit 500: 441:Prisoner's dilemma 386:Nonlinear dynamics 341:Operationalization 337:Information theory 213:Genetic algorithms 4174: 4173: 4078:Cellular automata 4050:Pattern formation 3982:Adaptive networks 3773:Collective action 3743:Self-organization 3685:Media related to 3607:978-0-465-03079-8 3500:978-0-12-374270-4 3463:Basic Electronics 3446:978-81-224-1780-7 3146:Technical Summary 2803:Physical Review E 2672:10.1021/jp804420g 2561:, MIT Press, 1959 2534:978-0-07-238915-9 2524:John D. Sterman, 2511:978-0-385-26094-7 2305:978-0-906048-07-8 2162:978-0-8018-3939-9 1928: 1927: 1876:television screen 1868:acoustic feedback 1778:. When used in a 1743:D-type flip flops 1573:Positive feedback 1549:Negative feedback 1513:devices, such as 1494:to determine the 1456:negative feedback 1442:elements such as 1299:Cornelius Drebbel 949:chaotic behaviors 677:Positive feedback 673:Negative feedback 581:, for use in the 492: 491: 279:Cellular automata 253:Pattern formation 184:Adaptive networks 88:Collective action 57:Self-organization 16:(Redirected from 4209: 4088:Self-replication 3977:Dynamic networks 3866:Machine learning 3793:Phase transition 3717: 3710: 3703: 3694: 3684: 3624:Katie Salen and 3612: 3611: 3595: 3585: 3579: 3578: 3574: 3568: 3567: 3563: 3557: 3556: 3544: 3538: 3537: 3533: 3527: 3511: 3505: 3504: 3484: 3478: 3477: 3457: 3451: 3450: 3430: 3417: 3416: 3414: 3412: 3392: 3383: 3382: 3380: 3378: 3364: 3358: 3357: 3331: 3325: 3318: 3312: 3309: 3303: 3302: 3275: 3269: 3268: 3243: 3237: 3236: 3216: 3210: 3209: 3208: 3197: 3191: 3189: 3169: 3166: 3161: 3155: 3141: 3135: 3134: 3119: 3113: 3112: 3110: 3108: 3102:Psychology Today 3093: 3087: 3084: 3078: 3077: 3041: 3035: 3034: 3024: 2992: 2986: 2985: 2957: 2951: 2950: 2940: 2908: 2902: 2901: 2891: 2859: 2853: 2852: 2818: 2794: 2788: 2787: 2753: 2729: 2723: 2722: 2690: 2684: 2683: 2652:J. 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MerriamWebster 2089: 2083: 2082: 2041: 1988:Optical feedback 1980:Low-key feedback 1923: 1920: 1910:You can help by 1903: 1896: 1776:sequential logic 1759:sequential logic 1400:microcontrollers 1381:Nicolas Minorsky 1361:coined the word 1044:systems such as 982:Dynamical system 833:self-reinforcing 750: 607:The verb phrase 531: 511:cause-and-effect 484: 477: 470: 361:Systems thinking 287:Self-replication 225:Machine learning 179:Dynamic networks 100:Phase transition 39: 21: 4217: 4216: 4212: 4211: 4210: 4208: 4207: 4206: 4177: 4176: 4175: 4170: 4136:System dynamics 4097: 4083:Spatial ecology 4044: 3986: 3972:Systems biology 3923: 3890: 3861:Artificial life 3831: 3822: 3818:Swarm behaviour 3803:Synchronization 3763:Social dynamics 3754: 3747: 3726: 3724:Complex systems 3721: 3677: 3621: 3619:Further reading 3616: 3615: 3608: 3587: 3586: 3582: 3576: 3575: 3571: 3565: 3564: 3560: 3546: 3545: 3541: 3535: 3534: 3530: 3521:Wayback Machine 3512: 3508: 3501: 3486: 3485: 3481: 3474: 3459: 3458: 3454: 3447: 3432: 3431: 3420: 3410: 3408: 3407:on 19 July 2013 3394: 3393: 3386: 3376: 3374: 3366: 3365: 3361: 3351: 3334: 3332: 3328: 3319: 3315: 3310: 3306: 3292: 3277: 3276: 3272: 3262: 3245: 3244: 3240: 3218: 3217: 3213: 3206: 3199: 3198: 3194: 3187: 3167: 3162: 3158: 3142: 3138: 3121: 3120: 3116: 3106: 3104: 3095: 3094: 3090: 3085: 3081: 3043: 3042: 3038: 2994: 2993: 2989: 2959: 2958: 2954: 2910: 2909: 2905: 2861: 2860: 2856: 2796: 2795: 2791: 2731: 2730: 2726: 2692: 2691: 2687: 2649: 2648: 2644: 2637: 2620: 2619: 2615: 2603: 2599: 2595:(1992) page 123 2582: 2578: 2569: 2565: 2556: 2552: 2543: 2539: 2523: 2519: 2512: 2497: 2496: 2492: 2487: 2483: 2475: 2442: 2437: 2436: 2429: 2420: 2416: 2411: 2407: 2400: 2385: 2384: 2377: 2355: 2354: 2345: 2337: 2330: 2323: 2322: 2315: 2306: 2291: 2290: 2283: 2269: 2265: 2253: 2249: 2237: 2233: 2203: 2202: 2198: 2191: 2178: 2177: 2170: 2163: 2147: 2146: 2142: 2130: 2113: 2112: 2108: 2098: 2096: 2091: 2090: 2086: 2064: 2043: 2042: 2038: 2033: 2028: 1933: 1924: 1918: 1915: 1894: 1888: 1857: 1849:user interfaces 1845: 1839: 1834: 1832:Software review 1828: 1807: 1731: 1708:radio frequency 1620: 1575: 1551: 1438:, and stateful 1408: 1316:The use of the 1276: 1264: 1236: 1219: 1213: 1181: 1175: 1173:Climate science 1038: 1028: 1022: 1014:Maxwell's demon 1009: 996: 980:Main articles: 966: 961: 938: 923: 837:self-correcting 778: 748: 679: 671:Main articles: 669: 664: 579:Matthew Boulton 542:economic theory 538: 532: 526: 488: 459: 458: 457: 452: 448: 443: 438: 428: 427: 422: 418: 414: 410: 406: 402: 398: 393: 388: 378: 377: 376: 371: 367: 363: 359: 357:Systems science 355: 353:System dynamics 351: 347: 343: 339: 335: 331: 327: 323: 319: 314: 309: 295: 294: 289: 285: 283:Spatial ecology 281: 277: 273: 269: 265: 260: 255: 245: 244: 239: 235: 231: 227: 223: 221:Artificial life 219: 215: 211: 206: 201: 187: 186: 181: 177: 175:Systems biology 173: 169: 165: 161: 157: 153: 149: 144: 139: 129: 128: 127: 122: 120:Swarm behaviour 118: 114: 110: 108:Synchronization 106: 102: 98: 94: 90: 86: 81: 79:Social dynamics 76: 66: 65: 64: 59: 43:Complex systems 35: 28: 23: 22: 15: 12: 11: 5: 4215: 4213: 4205: 4204: 4199: 4194: 4192:Control theory 4189: 4179: 4178: 4172: 4171: 4169: 4168: 4163: 4158: 4153: 4148: 4143: 4138: 4133: 4128: 4126:Self-reference 4123: 4118: 4113: 4107: 4105: 4103:Systems theory 4099: 4098: 4096: 4095: 4090: 4085: 4080: 4075: 4070: 4065: 4060: 4054: 4052: 4046: 4045: 4043: 4042: 4037: 4032: 4030:Multistability 4027: 4022: 4017: 4012: 4007: 4002: 3996: 3994: 3988: 3987: 3985: 3984: 3979: 3974: 3969: 3964: 3959: 3954: 3949: 3944: 3939: 3933: 3931: 3925: 3924: 3922: 3921: 3916: 3911: 3906: 3900: 3898: 3892: 3891: 3889: 3888: 3883: 3878: 3873: 3868: 3863: 3858: 3853: 3848: 3843: 3837: 3835: 3824: 3823: 3821: 3820: 3815: 3810: 3805: 3800: 3795: 3790: 3788:Herd mentality 3785: 3780: 3775: 3770: 3765: 3759: 3757: 3749: 3748: 3746: 3745: 3740: 3734: 3732: 3728: 3727: 3722: 3720: 3719: 3712: 3705: 3697: 3691: 3690: 3676: 3675:External links 3673: 3672: 3671: 3664: 3645: 3626:Eric Zimmerman 3620: 3617: 3614: 3613: 3606: 3580: 3569: 3558: 3539: 3528: 3506: 3499: 3479: 3473:978-8131803028 3472: 3452: 3445: 3418: 3384: 3359: 3349: 3326: 3313: 3304: 3290: 3270: 3260: 3238: 3227:(2): 280–309. 3211: 3192: 3156: 3136: 3129:. NASA. 2016. 3114: 3088: 3079: 3052:(3): 318–356. 3036: 3001:Bacteriol. Rev 2987: 2952: 2923:(3): 254–270. 2903: 2874:(4): 389–403. 2854: 2789: 2724: 2705:(3): 783–836. 2685: 2642: 2635: 2613: 2597: 2593:978-0306437465 2576: 2563: 2550: 2537: 2517: 2510: 2490: 2481: 2440:"On Governors" 2427: 2414: 2405: 2398: 2375: 2343: 2313: 2304: 2281: 2263: 2247: 2231: 2196: 2190:978-0415610346 2189: 2168: 2161: 2140: 2128: 2106: 2084: 2062: 2035: 2034: 2032: 2029: 2027: 2026: 2020: 2014: 2009: 2003: 1997: 1991: 1985: 1984: 1983: 1971: 1965: 1959: 1953: 1947: 1944:Audio feedback 1941: 1934: 1932: 1929: 1926: 1925: 1919:September 2020 1906: 1904: 1890:Main article: 1887: 1884: 1866:equivalent of 1860:Video feedback 1856: 1855:Video feedback 1853: 1841:Main article: 1838: 1835: 1830:Main article: 1827: 1824: 1806: 1803: 1730: 1727: 1712: 1711: 1704: 1697: 1655:direct current 1619: 1616: 1608:audio feedback 1574: 1571: 1550: 1547: 1546: 1545: 1542: 1539: 1531:multivibrators 1407: 1404: 1385:PID controller 1275: 1272: 1263: 1260: 1234:PID controller 1217:Control theory 1215:Main article: 1212: 1211:Control theory 1209: 1191:) or inhibit ( 1177:Main article: 1174: 1171: 1133:consumption). 1127:feedback loops 1119:François Jacob 1081:mirror neurons 1024:Main article: 1021: 1018: 1008: 1005: 994:Control theory 974:Mandelbrot set 965: 962: 960: 957: 937: 934: 922: 919: 821: 820: 815:(positive) or 797: 792:(positive) or 777: 774: 713:cruise control 668: 665: 663: 660: 602:control theory 537: 534: 524: 490: 489: 487: 486: 479: 472: 464: 461: 460: 439: 434: 433: 430: 429: 416:Multistability 389: 384: 383: 380: 379: 349:Self-reference 310: 303:Systems theory 301: 300: 297: 296: 256: 251: 250: 247: 246: 202: 193: 192: 189: 188: 140: 135: 134: 131: 130: 96:Herd mentality 77: 72: 71: 68: 67: 60: 55: 54: 51: 50: 46: 45: 26: 24: 14: 13: 10: 9: 6: 4: 3: 2: 4214: 4203: 4200: 4198: 4195: 4193: 4190: 4188: 4185: 4184: 4182: 4167: 4164: 4162: 4159: 4157: 4154: 4152: 4149: 4147: 4144: 4142: 4139: 4137: 4134: 4132: 4131:Goal-oriented 4129: 4127: 4124: 4122: 4119: 4117: 4114: 4112: 4109: 4108: 4106: 4104: 4100: 4094: 4093:Geomorphology 4091: 4089: 4086: 4084: 4081: 4079: 4076: 4074: 4071: 4069: 4066: 4064: 4061: 4059: 4056: 4055: 4053: 4051: 4047: 4041: 4038: 4036: 4033: 4031: 4028: 4026: 4023: 4021: 4018: 4016: 4013: 4011: 4008: 4006: 4003: 4001: 3998: 3997: 3995: 3993: 3989: 3983: 3980: 3978: 3975: 3973: 3970: 3968: 3965: 3963: 3960: 3958: 3955: 3953: 3950: 3948: 3945: 3943: 3940: 3938: 3935: 3934: 3932: 3930: 3926: 3920: 3917: 3915: 3912: 3910: 3907: 3905: 3902: 3901: 3899: 3897: 3893: 3887: 3884: 3882: 3879: 3877: 3874: 3872: 3869: 3867: 3864: 3862: 3859: 3857: 3854: 3852: 3849: 3847: 3844: 3842: 3839: 3838: 3836: 3834: 3829: 3825: 3819: 3816: 3814: 3811: 3809: 3806: 3804: 3801: 3799: 3796: 3794: 3791: 3789: 3786: 3784: 3781: 3779: 3776: 3774: 3771: 3769: 3766: 3764: 3761: 3760: 3758: 3756: 3750: 3744: 3741: 3739: 3736: 3735: 3733: 3729: 3725: 3718: 3713: 3711: 3706: 3704: 3699: 3698: 3695: 3688: 3683: 3679: 3678: 3674: 3669: 3665: 3663: 3662:5-484-00559-0 3659: 3655: 3654: 3649: 3646: 3643: 3642:0-262-24045-9 3639: 3635: 3631: 3630:Rules of Play 3627: 3623: 3622: 3618: 3609: 3603: 3599: 3594: 3593: 3584: 3581: 3573: 3570: 3562: 3559: 3554: 3550: 3549:D. 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Routledge. 2182: 2175: 2173: 2169: 2164: 2158: 2154: 2150: 2144: 2141: 2137: 2131: 2129:9781400828739 2125: 2121: 2117: 2110: 2107: 2094: 2088: 2085: 2081: 2079: 2075: 2071: 2065: 2063:9781610914253 2059: 2055: 2051: 2047: 2040: 2037: 2030: 2024: 2021: 2018: 2015: 2013: 2010: 2007: 2004: 2001: 1998: 1995: 1992: 1989: 1986: 1981: 1978: 1977: 1975: 1972: 1969: 1966: 1963: 1960: 1957: 1954: 1951: 1948: 1945: 1942: 1939: 1936: 1935: 1930: 1922: 1913: 1909: 1905: 1902: 1898: 1897: 1893: 1885: 1883: 1881: 1877: 1873: 1869: 1865: 1861: 1854: 1852: 1850: 1844: 1836: 1833: 1825: 1823: 1821: 1817: 1813: 1804: 1802: 1798: 1796: 1792: 1788: 1783: 1781: 1777: 1773: 1772: 1766: 1764: 1760: 1755: 1751: 1748:A latch or a 1744: 1740: 1735: 1728: 1726: 1724: 1719: 1717: 1709: 1705: 1702: 1698: 1695: 1691: 1687: 1686: 1685: 1683: 1678: 1676: 1672: 1671:quartz clocks 1668: 1664: 1660: 1656: 1652: 1648: 1644: 1640: 1636: 1629: 1624: 1617: 1615: 1613: 1609: 1606:are known as 1605: 1601: 1597: 1596:audio systems 1592: 1590: 1585: 1581: 1572: 1570: 1568: 1564: 1560: 1556: 1548: 1543: 1540: 1537: 1536: 1535: 1533: 1532: 1526: 1524: 1520: 1516: 1512: 1507: 1505: 1501: 1497: 1493: 1490:developed by 1489: 1485: 1481: 1477: 1476:Harry Nyquist 1473: 1471: 1466: 1462: 1458: 1457: 1451: 1449: 1445: 1441: 1440:logic circuit 1437: 1433: 1429: 1421: 1417: 1412: 1405: 1403: 1401: 1397: 1393: 1388: 1386: 1382: 1378: 1374: 1370: 1366: 1365: 1360: 1359:Joseph Farcot 1356: 1352: 1351: 1350:Great Eastern 1345: 1343: 1339: 1335: 1331: 1327: 1323: 1319: 1314: 1312: 1308: 1304: 1300: 1295: 1293: 1289: 1285: 1281: 1273: 1271: 1269: 1261: 1259: 1257: 1253: 1249: 1245: 1241: 1235: 1230: 1228: 1224: 1218: 1210: 1208: 1206: 1202: 1194: 1190: 1185: 1180: 1172: 1170: 1168: 1164: 1159: 1157: 1152: 1150: 1146: 1141: 1139: 1134: 1132: 1128: 1124: 1123:Jacques Monod 1120: 1116: 1112: 1109: 1105: 1104:Lac repressor 1101: 1097: 1093: 1088: 1084: 1082: 1078: 1074: 1070: 1066: 1061: 1059: 1055: 1051: 1047: 1043: 1037: 1033: 1027: 1019: 1017: 1015: 1006: 1004: 1002: 1001:edge of chaos 995: 991: 990:Edge of chaos 987: 983: 975: 970: 963: 958: 956: 952: 950: 945: 942: 935: 932: 927: 920: 917: 915: 911: 906: 904: 903: 898: 897: 892: 888: 883: 881: 880: 875: 874: 873:reinforcement 870: 866: 862: 858: 854: 850: 846: 842: 838: 834: 830: 826: 818: 814: 810: 806: 802: 798: 795: 791: 787: 783: 782: 781: 775: 773: 771: 767: 763: 759: 753: 744: 740: 736: 734: 730: 726: 721: 719: 714: 709: 706: 699: 691: 683: 678: 674: 666: 661: 659: 654: 649: 647: 642: 640: 635: 633: 629: 624: 622: 618: 614: 610: 605: 603: 599: 595: 590: 588: 584: 583:steam engines 580: 576: 572: 568: 564: 560: 558: 554: 550: 545: 543: 535: 530: 523: 518: 516: 512: 508: 504: 496: 485: 480: 478: 473: 471: 466: 465: 463: 462: 456: 453: 451: 447: 442: 437: 432: 431: 426: 423: 421: 417: 413: 409: 405: 401: 397: 392: 387: 382: 381: 375: 372: 370: 366: 362: 358: 354: 350: 346: 342: 338: 334: 330: 329:Goal-oriented 326: 322: 318: 313: 308: 304: 299: 298: 293: 292:Geomorphology 290: 288: 284: 280: 276: 272: 268: 264: 259: 254: 249: 248: 243: 240: 238: 234: 230: 226: 222: 218: 214: 210: 205: 200: 196: 191: 190: 185: 182: 180: 176: 172: 168: 164: 160: 156: 152: 148: 143: 138: 133: 132: 126: 123: 121: 117: 113: 109: 105: 101: 97: 93: 89: 85: 80: 75: 70: 69: 63: 58: 53: 52: 47: 44: 40: 37: 33: 19: 4120: 3957:Graph theory 3886:Evolvability 3667: 3652: 3648:Korotayev A. 3629: 3591: 3583: 3572: 3561: 3552: 3542: 3531: 3524: 3509: 3489: 3482: 3462: 3455: 3435: 3409:. Retrieved 3405:the original 3400: 3397:"Oscillator" 3375:. Retrieved 3371: 3362: 3354: 3340: 3329: 3321: 3316: 3307: 3297: 3295: 3280: 3273: 3265: 3251: 3241: 3224: 3220: 3214: 3202: 3195: 3183: 3171: 3163:A. I. Mees ( 3159: 3144: 3143:Fig. TS.17, 3139: 3126: 3117: 3105:. Retrieved 3101: 3091: 3082: 3049: 3045: 3039: 3007:(1): 20–39. 3004: 3000: 2990: 2965: 2961: 2955: 2920: 2916: 2906: 2871: 2867: 2857: 2806: 2802: 2792: 2741: 2737: 2727: 2702: 2698: 2688: 2658:(1): 19–22. 2655: 2651: 2645: 2626: 2616: 2600: 2584: 2579: 2571: 2570:BF Skinner, 2566: 2558: 2553: 2545: 2540: 2525: 2520: 2500: 2493: 2484: 2450: 2446: 2422: 2417: 2408: 2388: 2361: 2357: 2326: 2294: 2270: 2266: 2254: 2250: 2238: 2234: 2209: 2205: 2199: 2180: 2152: 2143: 2119: 2109: 2097:. 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632:regeneration 625: 609:to feed back 608: 606: 591: 561: 546: 539: 528: 520: 514: 502: 501: 444: 394: 324: 315: 261: 242:Evolvability 207: 163:Graph theory 145: 82: 36: 4156:Autopoiesis 4151:Cybernetics 4141:Sensemaking 4111:Homeostasis 4073:Percolation 4035:Bifurcation 4010:Phase space 3896:Game theory 3753:Collective 3203:PID Control 3200:Araki, M., 3168: 1981 2968:: 127–135. 2453:: 270–283. 2212:: 270–283. 1956:Cybernetics 1675:video games 1651:square wave 1643:oscillating 1523:closed loop 1436:oscillators 1418:made up of 1288:carburettor 1280:float valve 1125:in 1961 as 1032:Homeostasis 914:Qualitative 896:qualitative 887:information 841:reinforcing 819:(negative). 796:(negative). 776:Terminology 718:speedometer 639:cybernetics 549:float valve 436:Game theory 420:Bifurcation 400:Phase space 365:Sensemaking 333:Homeostasis 312:Autopoiesis 307:cybernetics 275:Percolation 4181:Categories 3967:Robustness 3947:Centrality 3833:adaptation 3731:Background 3046:J Mol Biol 2093:"feedback" 2031:References 1816:IBM Tivoli 1626:A popular 1618:Oscillator 1604:rock music 1600:PA systems 1584:hysteresis 1580:oscillates 1559:distortion 1515:amplifiers 1511:electronic 1488:Bode plots 1444:flip-flops 1432:amplifiers 1428:electronic 1322:James Watt 1240:controller 1195:) warming. 1163:psychology 1050:ecosystems 1042:biological 1036:Allostasis 1030:See also: 879:punishment 575:James Watt 567:millstones 553:Alexandria 404:Attractors 199:adaptation 171:Robustness 155:Centrality 4015:Attractor 3828:Evolution 3738:Emergence 3634:MIT Press 2841:1539-3755 2816:0805.4824 2776:0031-9007 2751:0710.0956 2149:Otto Mayr 2099:1 January 2006:Resonance 2000:Recursion 1950:Black box 1820:autonomic 1791:flip-flop 1750:flip-flop 1716:inverters 1682:frequency 1647:sine wave 1612:loop gain 1519:open loop 1480:Bell Labs 1470:oscillate 1465:stability 1379:in 1912. 1377:autopilot 1344:in 1868. 1262:Education 1131:metabolic 1108:activator 1100:Repressor 1054:biosphere 1052:, or the 1046:organisms 845:balancing 794:narrowing 571:windmills 515:feed back 195:Evolution 62:Emergence 4187:Feedback 4121:Feedback 3929:Networks 3755:behavior 3687:Feedback 3636:. 2004. 3551:(2004). 3517:Archived 3152:Archived 3131:Archived 3127:nasa.gov 3074:19804795 3066:13718526 2982:26854213 2962:Cytokine 2947:28884042 2898:26119834 2849:19518184 2784:18352605 2680:19072712 2473:Archived 2469:51751195 2364:: 4–13. 2335:Archived 2151:(1989). 1931:See also 1805:Software 1737:A 4-bit 1589:bistable 1461:positive 1448:counters 1307:Tom Mead 1167:hormones 1145:zymology 1111:proteins 1069:negative 1065:positive 891:motivate 869:negative 865:positive 829:negative 825:positive 790:widening 770:decrease 766:increase 617:coupling 525:—  503:Feedback 325:Feedback 258:Fractals 137:Networks 4146:Entropy 3962:Scaling 3411:1 March 3107:10 July 3031:4315011 2938:5570602 2889:4526340 2821:Bibcode 2756:Bibcode 2707:Bibcode 2660:Bibcode 1880:monitor 1862:is the 1812:IBM Db2 1795:latches 1787:clocked 1754:circuit 1371:of the 1303:fantail 1248:present 1115:operons 1020:Biology 1007:Physics 817:unhappy 803:of the 801:valence 628:audions 536:History 369:Variety 321:Entropy 167:Scaling 3952:Motifs 3660:  3640:  3604:  3497:  3470:  3443:  3377:7 June 3347:  3288:  3258:  3188:  3178:  3072:  3064:  3029:  3022:378347 3019:  2980:  2945:  2935:  2896:  2886:  2847:  2839:  2782:  2774:  2678:  2633:  2608:  2591:  2532:  2508:  2467:  2396:  2302:  2226:112510 2224:  2187:  2159:  2126:  2074:causal 2060:  1741:using 1637:is an 1602:, and 1256:future 1205:albedo 1106:) and 992:, and 899:and a 809:effect 805:action 749:  159:Motifs 49:Topics 4025:Chaos 3207:(PDF) 3070:S2CID 2811:arXiv 2746:arXiv 2476:(PDF) 2465:S2CID 2443:(PDF) 2338:(PDF) 2331:(PDF) 2222:JSTOR 1864:video 1771:state 1752:is a 1701:audio 1663:radio 1649:or a 1504:poles 1364:servo 1102:(see 1092:genes 831:with 813:happy 662:Types 646:Ashby 557:Egypt 507:chain 412:Chaos 3830:and 3658:ISBN 3638:ISBN 3602:ISBN 3495:ISBN 3468:ISBN 3441:ISBN 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Index

Electronic feedback loop
Feedback (disambiguation)
Complex systems
Self-organization
Emergence
Collective behavior
Social dynamics
Collective intelligence
Collective action
Self-organized criticality
Herd mentality
Phase transition
Agent-based modelling
Synchronization
Ant colony optimization
Particle swarm optimization
Swarm behaviour
Collective consciousness
Networks
Scale-free networks
Social network analysis
Small-world networks
Centrality
Motifs
Graph theory
Scaling
Robustness
Systems biology
Dynamic networks
Adaptive networks

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