Real-Time Optimization by Extremum-Seeking Control

Real-Time Optimization by Extremum-Seeking Control An up-close look at the theory behind and application of extremumseeking Originally developed as a method of adaptive control forhard-to-model systems, extremum seeking solves some of the sameproblems as today's neural network techniques, but in a more rigorousand practical way. Following the resurgence in popularity ofextremum-seeking control in aerospace and automotive engineering,Real-Time Optimization by Extremum-Seeking Control presents thetheoretical foundations and selected applications of this method ofreal-time optimization. Written by authorities in the field andpioneers in adaptive nonlinear control systems, this book presentsboth significant theoretic value and important practical potential.Filled with in-depth insight and expert advice, Real-TimeOptimization by Extremum-Seeking Control: * Develops optimizationtheory from the points of dynamic feedback and adaptation * Builds asolid bridge between the classical optimization theory and modernfeedback and adaptation techniques * Provides a collection of usefultools for problems in this complex area * Presents numerousapplications of this powerful methodology * Demonstrates the immensepotential of this methodology for future theory development andapplications Real-Time Optimization by Extremum-Seeking Control is animportant resource for both students and professionals in all areasof engineering-electrical, mechanical, aerospace, chemical,biomedical-and is also a valuable reference for practicing controlengineers.

Authors: Ariyur K.B., Kristic M.Pages: 230     Year: 2003

Tags: control extremum-seeking real-time optimization
   

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