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Systems 2014, 2(4), 606-660; doi:10.3390/systems2040606

Adaptive Systems: History, Techniques, Problems, and Perspectives

1
School of Mechanical Engineering, Purdue University, 585 Purdue Mall, West Lafayette, IN 47907, USA
2
Cymer LLC, 17075 Thornmint Court, San Diego, CA 92127, USA
*
Author to whom correspondence should be addressed.
Received: 6 August 2014 / Revised: 15 September 2014 / Accepted: 17 October 2014 / Published: 11 November 2014
(This article belongs to the Special Issue Towards a Second Generation General System Theory)

Abstract

We survey some of the rich history of control over the past century with a focus on the major milestones in adaptive systems. We review classic methods and examples in adaptive linear systems for both control and observation/identification. The focus is on linear plants to facilitate understanding, but we also provide the tools necessary for many classes of nonlinear systems. We discuss practical issues encountered in making these systems stable and robust with respect to additive and multiplicative uncertainties. We discuss various perspectives on adaptive systems and their role in various fields. Finally, we present some of the ongoing research and expose problems in the field of adaptive control. View Full-Text
Keywords: systems; adaptation; control; identification; nonlinear systems; adaptation; control; identification; nonlinear
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This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. (CC BY 4.0).

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MDPI and ACS Style

Black, W.S.; Haghi, P.; Ariyur, K.B. Adaptive Systems: History, Techniques, Problems, and Perspectives. Systems 2014, 2, 606-660.

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