A historical perspective of adaptive control and learning

AM Annaswamy, AL Fradkov - Annual Reviews in Control, 2021 - Elsevier
This article provides a historical perspective of the field of adaptive control over the past
seven decades and its intersection with learning. A chronology of key events over this large …

Iterative feedback tuning—an overview

H Hjalmarsson - International journal of adaptive control and …, 2002 - Wiley Online Library
Adaptive and iterative control algorithms based on explicit criterion minimization are briefly
reviewed and an overview of one such algorithm, iterative feedback tuning (IFT), is …

High-order fully actuated system approaches: Part IV. Adaptive control and high-order backstep**

G Duan - International Journal of Systems Science, 2021 - Taylor & Francis
Three types of high-order system models with parametric uncertainties are introduced,
namely, the high-order fully actuated (HOFA) models, and the second-and high-order strict …

[图书][B] Adaptive control: stability, convergence and robustness

S Sastry, M Bodson - 2011 - books.google.com
With a focus on linear, continuous time, single-input, single-output systems, this volume
surveys the major results and techniques of analysis in the field of adaptive control. The …

[PDF][PDF] Identification and control of dynamical systems using neural networks

SN Kumpati, P Kannan - IEEE Transactions on neural …, 1990 - maxim.ece.illinois.edu
The paper demonstrates that neural networks can be used effectively for the identification
and control of nonlinear dynamical systems. The emphasis of the paper is on models for …

[图书][B] Process dynamics and control

DE Seborg, TF Edgar, DA Mellichamp, FJ Doyle III - 2016 - books.google.com
The new 4th edition of Seborg's Process Dynamics Control provides full topical coverage for
process control courses in the chemical engineering curriculum, emphasizing how process …

[图书][B] Stable adaptive systems

KS Narendra, AM Annaswamy - 2012 - books.google.com
This graduate-level text focuses on the stability of adaptive systems, and offers a thorough
understanding of the global stability properties essential to designing adaptive systems. Its …

[图书][B] 1 Adaptive Control Theory: Guaranteed Robustness with Fast Adaptation

N Hovakimyan, C Cao - 2010 - SIAM
This book gives a comprehensive overview of the recently developed ℒ1 adaptive control
theory with detailed proofs of the fundamental results. The key feature of ℒ1 adaptive control …

[图书][B] The Control Handbook (three volume set)

WS Levine - 2018 - taylorfrancis.com
At publication, The Control Handbook immediately became the definitive resource that
engineers working with modern control systems required. Among its many accolades, that …

[PDF][PDF] Control: A perspective.

KJ Åström, PR Kumar - Autom., 2014 - bwang-ccny.github.io
Nature discovered feedback long ago. It created feedback mechanisms and exploited them
at all levels, that are central to homeostasis and life. As a technology, control dates back at …