Stochastic Averaging and Stochastic Extremum Seeking


ISBN: 978-1-4471-4086-3 (Print) 978-1-4471-4087-0 (Online)

Table of contents (11 chapters)

  1. Front Matter

    Pages I-XI

  2. Chapter

    Pages 1-10

    Introduction to Averaging

  3. Chapter

    Pages 11-20

    Introduction to Extremum Seeking

  4. Chapter

    Pages 21-55

    Stochastic Averaging for Asymptotic Stability

  5. Chapter

    Pages 57-78

    Stochastic Averaging for Practical Stability

  6. Chapter

    Pages 79-93

    Single-parameter Stochastic Extremum Seeking

  7. Chapter

    Pages 95-119

    Stochastic Source Seeking for Nonholonomic Vehicles

  8. Chapter

    Pages 121-128

    Stochastic Source Seeking with Tuning of Forward Velocity

  9. Chapter

    Pages 129-146

    Multi-parameter Stochastic Extremum Seeking and Slope Seeking

  10. Chapter

    Pages 147-159

    Stochastic Nash Equilibrium Seeking for Games with General Nonlinear Payoffs

  11. Chapter

    Pages 161-179

    Nash Equilibrium Seeking for Quadratic Games and Applications to Oligopoly Markets and Vehicle Deployment

  12. Chapter

    Pages 181-199

    Newton-Based Stochastic Extremum Seeking

  13. Back Matter

    Pages 201-224