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Ariyur K.B., Kristic M. — Real-Time Optimization by Extremum-Seeking Control
Ariyur K.B., Kristic M. — Real-Time Optimization by Extremum-Seeking Control

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Название: Real-Time Optimization by Extremum-Seeking Control

Авторы: Ariyur K.B., Kristic M.


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, extremum seeking solves some of the same problems as today's neural network techniques, but in a more rigorous and practical way. Following the resurgence in popularity of extremum-seeking control in aerospace and automotive engineering, Real-Time Optimization by Extremum-Seeking Control presents the theoretical foundations and selected applications of this method of real-time optimization. Written by authorities in the field and pioneers in adaptive nonlinear control systems, this book presents both significant theoretic value and important practical potential. Filled with in-depth insight and expert advice, Real-Time Optimization by Extremum-Seeking Control:

* Develops optimization theory from the points of dynamic feedback and adaptation
* Builds a solid bridge between the classical optimization theory and modern feedback and adaptation techniques
* Provides a collection of useful tools for problems in this complex area
* Presents numerous applications of this powerful methodology
* Demonstrates the immense potential of this methodology for future theory development and applications Real-Time Optimization by Extremum-Seeking Control is an important resource for both students and professionals in all areas of engineering-electrical, mechanical, aerospace, chemical, biomedical-and is also a valuable reference for practicing control engineers.

Язык: en

Рубрика: Математика/Оптимизация и управление/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 2003

Количество страниц: 230

Добавлена в каталог: 22.04.2005

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Предметный указатель
Aircraft wake, aerodynamic effects      124
Aircraft wake, model      122
Amplitude detection for minimization      82 144
Autopilot, robustness in wake, of performance      133 134
Autopilot, robustness in wake, of stability      132
Averaging in multiparameter stability analysis      31
Averaging in single parameter stability analysis      15
Averaging in slope seeking stability analysis      56
Averaging use in stability analysis      74—76
Bifurcation in $\epsilon$-MG3 model closed loop      180
Bifurcation in $\epsilon$-MG3 model open loop      165
Bifurcation in Haldane model      104
Bifurcation in Monod model      102
Clear air turbulence, CAT      140
Discrete sufficient condition for stability      65
Discrete time extremum seeking convergence      68
Experimental setup, combustor oscillation minimization      149
Experimental setup, compressor pressure rise maximization      188
Extremum control      3
Extremum seeking scheme for antilock braking      96
Extremum seeking scheme for bioreactor      107
Extremum seeking scheme for formation flight      135
Extremum seeking scheme for nonlinear non-affine system      71
Extremum seeking scheme for thermoacoustic instability      148
Extremum seeking scheme, general multiparameter      21
Extremum seeking scheme, on a static map      4
Extremum seeking scheme, on Caltech compressor rig      190
Extremum seeking scheme, single parameter      6
Extremum seeking via sinusoidal perturbation      3
Extremum seeking via sinusoidal perturbation discrete time      61
Extremum seeking, convergence mechanism      72
Extremum seeking, on Haldane model open loop optimization      108
Extremum seeking, on Monod model      107
Extremum seeking, optimization of closed loop dynamics      109
Extremum seeking, single parameter stability theorem LTI test      13
Extremum seeking, single parameter stability theorem LTV test      9
Friction characteristic      95
Gradient seeking, gradient set point      60
Gradient seeking, stability theorem      60
Modulation properties of z transform      203
Moore — Greitzer model, $\epsilon$-MG3 parametrization      162
Moore — Greitzer model, general form      169
Moore — Greitzer model, parameters      160
Multiparameter design, design variations      38
Multiparameter design, via diagonal domination      34
Multiparameter extremum seeking, excitation requirement      22
Multiparameter extremum seeking, preventing bias      22
Oscillation attenuation, combusor instability constant power level      149—152
Oscillation attenuation, combusor instability in engine transient      152
Oscillation attenuation, Van der Pol example      82 84
Permanent of a matrix      34
Robustness to noise      17
Robustness to plant uncertainties      18
Singular perturbation in multiparameter stability analysis      32
Singular perturbation in single parameter stability analysis      16
Singular perturbation in stability analysis of slope seeking      56
Singular perturbation use in stability analysis      77 78
Slope seeking scheme, general      50
Slope seeking, convergence      49
Slope seeking, example      50
Slope seeking, on $\epsilon$-MG3 model      196
Slope seeking, on a static map      48
Slope seeking, slope set point      49
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