Adaptive control is the control method used by a controller which must adapt to a controlled system with parameters which vary, or are initially uncertain.[1][2] For example, as an aircraft flies, its mass will slowly decrease as a result of fuel consumption; a control law is needed that adapts itself to such changing conditions. Adaptive control is different from robust control in that it does not need a priori information about the bounds on these uncertain or time-varying parameters; robust control guarantees that if the changes are within given bounds the control law need not be changed, while adaptive control is concerned with control law changing itself.
^Annaswamy, Anuradha M. (3 May 2023). "Adaptive Control and Intersections with Reinforcement Learning". Annual Review of Control, Robotics, and Autonomous Systems. 6 (1): 65–93. doi:10.1146/annurev-control-062922-090153. ISSN 2573-5144. Retrieved 4 May 2023.
^Chengyu Cao, Lili Ma, Yunjun Xu (2012). ""Adaptive Control Theory and Applications", Journal of Control Science and Engineering'". 2012 (1): 1, 2. doi:10.1155/2012/827353.{{cite journal}}: Cite journal requires |journal= (help)CS1 maint: multiple names: authors list (link)
Adaptivecontrol is the control method used by a controller which must adapt to a controlled system with parameters which vary, or are initially uncertain...
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related topics Adaptive system Automation and remote control Bond graph Control engineering Control–feedback–abort loop Controller (control theory) Cybernetics...
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Neural AdaptiveControl", Springer. ISBN 978-3-540-76161-7. Thomas Duriez, Steven L. Brunton & Bernd R. Noack (November 2016) "Machine Learning Control - Taming...
robust control, which took shape in the 1980s and 1990s and is still active today. In contrast with an adaptivecontrol policy, a robust control policy...
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LEARNING AND OPTIMAL CONTROL (1st ed.). Athena Scientific. ISBN 978-1-886-52939-7. Annaswamy, Anuradha M. (3 May 2023). "AdaptiveControl and Intersections...
[citation needed] One problem with assessments of adaptive behavior is that a behavior that appears adaptive in the short run can be maladaptive in the long...
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