Extremum Seeking Through Delays and PDEs

Extremum Seeking Through Delays and PDEs
Author: Tiago Roux Oliveira
Publisher: SIAM
Total Pages: 461
Release: 2022-12-05
Genre: Mathematics
ISBN: 1611977355


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Extremum Seeking through Delays and PDEs, the first book on the topic, expands the scope of applicability of the extremum seeking method, from static and finite-dimensional systems to infinite-dimensional systems. Readers will find numerous algorithms for model-free real-time optimization are developed and their convergence guaranteed, extensions from single-player optimization to noncooperative games, under delays and PDEs, are provided, the delays and PDEs are compensated in the control designs using the PDE backstepping approach, and stability is ensured using infinite-dimensional versions of averaging theory, and accessible and powerful tools for analysis. This book is intended for control engineers in all disciplines (electrical, mechanical, aerospace, chemical), mathematicians, physicists, biologists, and economists. It is appropriate for graduate students, researchers, and industrial users.


Extremum Seeking Through Delays and PDEs
Language: en
Pages: 461
Authors: Tiago Roux Oliveira
Categories: Mathematics
Type: BOOK - Published: 2022-12-05 - Publisher: SIAM

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Extremum Seeking through Delays and PDEs, the first book on the topic, expands the scope of applicability of the extremum seeking method, from static and finite
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The beginning of the 21st century can be characterized as the” time-delay boom” leading to numerous important results. The purpose of this book is two-fold,
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Real-Time Optimization by Extremum-Seeking Control
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An up-close look at the theory behind and application of extremum seeking Originally developed as a method of adaptive control for hard-to-model systems, extrem