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Stochastic Averaging and Stochastic Extremum Seeking

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Cover of 'Stochastic Averaging and Stochastic Extremum Seeking'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction to Averaging
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    Chapter 2 Introduction to Extremum Seeking
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    Chapter 3 Stochastic Averaging for Asymptotic Stability
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    Chapter 4 Stochastic Averaging for Practical Stability
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    Chapter 5 Single-parameter Stochastic Extremum Seeking
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    Chapter 6 Stochastic Source Seeking for Nonholonomic Vehicles
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    Chapter 7 Stochastic Source Seeking with Tuning of Forward Velocity
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    Chapter 8 Multi-parameter Stochastic Extremum Seeking and Slope Seeking
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    Chapter 9 Stochastic Nash Equilibrium Seeking for Games with General Nonlinear Payoffs
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    Chapter 10 Nash Equilibrium Seeking for Quadratic Games and Applications to Oligopoly Markets and Vehicle Deployment
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    Chapter 11 Newton-Based Stochastic Extremum Seeking
Attention for Chapter 4: Stochastic Averaging for Practical Stability
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