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Stochastic Averaging and Stochastic Extremum Seeking

The book contains block diagrams and several simulation examples, including examples arising from bacterial locomotion, multi-agent robotic systems, and economic market models. Stochastic Averaging and ExtremumSeeking will be informative for control engineers from backgrounds in electrical, mechanic...

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Bibliographic Details
Main Authors: Liu, Shu-Jun, Krstic, Miroslav (Author)
Format: eBook
Language:English
Published: London Springer London 2012, 2012
Edition:1st ed. 2012
Series:Communications and Control Engineering
Subjects:
Bioinformatics
Control, Robotics, Automation
Computational And Systems Biology
Control And Systems Theory
Calculus Of Variations And Optimization
Control Theory
Systems Theory, Control
System Theory
Quantitative Economics
Control Engineering
Robotics
Econometrics
Automation
Mathematical Optimization
Calculus Of Variations
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Stochastic Averaging for Aymptotic Stability
  • Stochastic Averaging for Practical Stability
  • Single-parameter Stochastic Extremum Seeking
  • Stochastic Source Seeking for Nonholonomic Vehicles
  • Stochastic Source Seeking with Tuning of Forward Velocity
  • Multi-parameter Stochastic Extremum Seeking and Slope Seeking
  • Stochastic Nash Equilibrium Seeking for Games with General Nonlinear Payoffs
  • Nash Equilibrium Seeking for Quadratic Games and Application to Oligopoly Markets and Vehicle Deployment
  • Newton-based Stochastic Extremum Seeking

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