[HTML][HTML] 100 years of extremum seeking: A survey

A Scheinker - Automatica, 2024 - Elsevier
Extremum seeking (ES) is a powerful approach to the optimization and stabilization of
unknown dynamic systems and is an active field of research in control theory. This paper …

Intelligent reflecting surface configurations for smart radio using deep reinforcement learning

W Wang, W Zhang - IEEE Journal on Selected Areas in …, 2022 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) is envisioned to change the paradigm of wireless
communications from “adapting to wireless channels” to “changing wireless channels” …

Extremum seeking for static maps with delays

TR Oliveira, M Krstić… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In this paper, we address the design and analysis of multi-variable extremum seeking for
static maps subject to arbitrarily long time delays. Both Gradient and Newton-based methods …

Survey on wheel slip control design strategies, evaluation and application to antilock braking systems

F Pretagostini, L Ferranti, G Berardo, V Ivanov… - Ieee …, 2020 - ieeexplore.ieee.org
Since their introduction, anti-lock braking systems (ABS) have mostly relied on heuristic, rule-
based control strategies. ABS performance, however, can be significantly improved thanks …

A framework for a class of hybrid extremum seeking controllers with dynamic inclusions

JI Poveda, AR Teel - Automatica, 2017 - Elsevier
This paper presents a prescriptive framework for the design and analysis of a class of
deterministic extremum seeking controllers (ESCs) based on hybrid dynamic inclusions …

[图书][B] Model-free stabilization by extremum seeking

A Scheinker, M Krstić - 2017 - Springer
Originating in 1922, in its 95-year history, extremum seeking has served as a tool for model-
free real-time optimization of stable dynamic systems. We introduce a paradigm in which not …

Robust hybrid zero-order optimization algorithms with acceleration via averaging in time

JI Poveda, N Li - Automatica, 2021 - Elsevier
This paper presents a new class of robust zero-order algorithms for the solution of real-time
optimization problems with acceleration. In particular, we propose a family of extremum …

Extremum seeking for infinite-dimensional systems

TR Oliveira, M Krstic - Annual Reviews in Control, 2023 - Elsevier
The last year was the centennial of the 1922 invention, in the context of maximizing the
power transfer to an electric tram car, of the method for real-time model-free optimization …

Robust continuous wheel slip control with reference adaptation: Application to the brake system with decoupled architecture

D Savitski, D Schleinin, V Ivanov… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Modern and coming generations of electric and automated vehicles are characterized by
higher requirements to robust and fault-tolerant operation of chassis systems independently …

Unified frameworks for sampled-data extremum seeking control: Global optimisation and multi-unit systems

SZ Khong, D Nešić, Y Tan, C Manzie - Automatica, 2013 - Elsevier
Two frameworks are proposed for extremum seeking of general nonlinear plants based on a
sampled-data control law, within which a broad class of nonlinear programming methods is …