Extremum Seeking Through Delays and PDEs

丛 书 名：Advances in Design and Control

作     者：Tiago Roux Oliveira Miroslav Krstic 

I S B N：(纸本) 9781611977349 

出 版 年：2022年

主 题 词：extremum seeking control theory optimization nonlinear systems averaging theory singular perturbations online optimization backstepping game theory delay systems PDEs learning traffic 

摘      要：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. In this book, 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, andaccessible and powerful tools are provided for analysis.