Research Catalog

Stochastic averaging and stochastic extremum seeking

Title
Stochastic averaging and stochastic extremum seeking / Shu-Jun Liu, Miroslav Krstic.
Author
Liu, Shu-Jun.
Publication
London ; New York : Springer, ©2012.

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Details

Additional Authors
Krstić, Miroslav.
Description
xi, 224 pages : illustrations (some color); 24 cm.
Series Statement
Communications and control engineering, 0178-5354
Uniform Title
Communications and control engineering.
Subject
  • Stochastic processes
  • Average
  • Stochastic Processes
  • mean
  • Optimierung
  • Systemtheorie
Bibliography (note)
  • Includes bibliographical references (p. 215-221) and index.
Contents
1. Introduction to averaging -- 2. Introduction to extremum seeking -- 3. Stochastic averaging for asymptotic stability -- 4. Stochastic averaging for practical stability -- 5. Single-parameter stochastic extremum seeking -- 6. Stochastic source seeking for nonholonomic vehicles -- 7. Stochastic source seeking with tuning of forward velocity -- 8. Multi-parameter stochastic extremum seeking and slope seeking -- 9. Stochastic nash equilibrium seeking for games with general nonlinear payoffs -- 10. Nash equilibrium seeking for quadratic games and applications to oligopoly markets and vehicle deployment -- 11. Newton-based stochastic extremum seeking -- Appendices.
ISBN
  • 9781447140863
  • 1447140869
  • 9781447140870 (ebook) (canceled/invalid)
  • 1447140877 (ebook) (canceled/invalid)
LCCN
2012941138
OCLC
  • ocn781681918
  • 781681918
  • SCSB-9185225
Owning Institutions
Princeton University Library