Adaptive autonomy
Encyclopedia

Human-Automation Interaction

The extremist idea of "eliminate the human from the field" rendered the ironies of automation, to the extent that the researchers in the related fields shifted the paradigm to the idea of "best-fit autonomy for the computers", in order to provide more humane automation solutions.

One of the first human-machine function-allocation methods was presented by P. M. Fitts in 1951, which was used in automation systems design.

Adaptive Autonomy

The peripheral situations affect the performance of cybernetic systems; therefore, though one-shot human-centered automation (HCA) designs might provide better results than the systems designed based on the "automate it as possible" philosophy; however, these designs fail to maintain the advantages of the HCA designs, when the peripheral situations changes,.

Consequently, the automation solutions should be smart enough to adapt the level of automation (LOA) to the changes in peripheral situations. This concept is known as adaptive automation or adjustable autonomy; however, the term "adaptive autonomy" (AA), seems more appropriate, to prevent the confusion with the phrases like adaptive control and adaptive automation in systems control terminology.

See also

  • Autonomic Computing
    Autonomic Computing
    Autonomic Computing refers to the self-managing characteristics of distributed computing resources, adapting to unpredictable changes whilst hiding intrinsic complexity to operators and users...

  • Autonomy-oriented computation
  • Autonomous robot
    Autonomous robot
    Autonomous robots are robots that can perform desired tasks in unstructured environments without continuous human guidance. Many kinds of robots have some degree of autonomy. Different robots can be autonomous in different ways...

  • Human-computer interaction
  • Automation
    Automation
    Automation is the use of control systems and information technologies to reduce the need for human work in the production of goods and services. In the scope of industrialization, automation is a step beyond mechanization...

  • Cybernetics
    Cybernetics
    Cybernetics is the interdisciplinary study of the structure of regulatory systems. Cybernetics is closely related to information theory, control theory and systems theory, at least in its first-order form...

  • Thomas B. Sheridan
    Thomas B. Sheridan
    Thomas B. Sheridan is American professor of mechanical engineering and Applied Psychology Emeritus at the Massachusetts Institute of Technology. He is a pioneer of robotics and remote control technology.- Biography :...

  • Caro Lucas
    Caro Lucas
    Caro Lucas was a renowned Iranian- Armenian scientist. His many areas of contribution to Iranian scientific society include biological computing, computational intelligence, uncertain systems, intelligent control, fuzzy systems, neural networks, multiagent systems, swarm intelligence, data mining,...

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