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Stochastic Averaging and Stochastic Extremum Seeking
Shu-Jun Liu
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Description for Stochastic Averaging and Stochastic Extremum Seeking
Paperback. This book develops stochastic averaging theorems and stochastic extremum-seeking algrithms, illustrating their use in a variety of models. Includes simulation examples based in bacterial locomotion, multi-agent robotic systems, and economic market models. Series: Communications and Control Engineering. Num Pages: 236 pages, biography. BIC Classification: GPFC; PBKQ; PBUD; PSA; TJFM; TJFM1. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 13. Weight in Grams: 367.
Stochastic Averaging and Extremum Seeking treats methods inspired by attempts to understand the seemingly non-mathematical question of bacterial chemotaxis and their application in other environments. The text presents significant generalizations on existing stochastic averaging theory developed from scratch and necessitated by the need to avoid violation of previous theoretical assumptions by algorithms which are otherwise effective in treating these systems. Coverage is given to four main topics. Stochastic averaging theorems are developed for the analysis of continuous-time nonlinear systems with random forcing, removing prior restrictions on nonlinearity growth and on the finiteness of the time interval. The new ... Read more
Stochastic Averaging and Extremum Seeking treats methods inspired by attempts to understand the seemingly non-mathematical question of bacterial chemotaxis and their application in other environments. The text presents significant generalizations on existing stochastic averaging theory developed from scratch and necessitated by the need to avoid violation of previous theoretical assumptions by algorithms which are otherwise effective in treating these systems. Coverage is given to four main topics. Stochastic averaging theorems are developed for the analysis of continuous-time nonlinear systems with random forcing, removing prior restrictions on nonlinearity growth and on the finiteness of the time interval. The new ... Read more
Product Details
Publisher
Springer London Ltd
Format
Paperback
Publication date
2014
Series
Communications and Control Engineering
Condition
New
Weight
367g
Number of Pages
224
Place of Publication
England, United Kingdom
ISBN
9781447161851
SKU
V9781447161851
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About Shu-Jun Liu
Miroslav Krstic is an author of several books on adaptive control, stochastic nonlinear control, extremum seeking, and control of PDEs. Several of these books have had a high impact in the control field and inspired many researchers to work on the topics that the books have covered and apply the tools from the books in their research and in practice. ... Read more
Reviews for Stochastic Averaging and Stochastic Extremum Seeking
From the book reviews: This research monograph presents and consolidates new results on the well-known topic of stochastic averaging and in the emerging area of stochastic extremum seeking. ... The monograph develops averaging from scratch for ordinary differential equations in deterministic and stochastic settings. ... This book will be of interest to researchers interested in stochastic ... Read more