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Technical Stochastic Processes, Estimation, and Control

Posted on 2010-04-14




Name:Technical Stochastic Processes, Estimation, and Control
ASIN/ISBN:0898716551
Publish Date:2008-10
Pages:400 pages
File size:2.4 Mb
Publish Date: 2008-10
ISBN: 0898716551
Pages: 400 pages
File Type: PDF
File Size: 2,4 MB
Other Info: Society for Industrial and Applied Mathematic
   Technical Stochastic Processes, Estimation, and Control

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Jason Lee Speyer, "Stochastic Processes, Estimation, and Control "

A comprehensive treatment of stochastic systems beginning with the foundations of probability and ending with stochastic optimal control. The book divides into three interrelated topics. First, the concepts of probability theory, random variables and stochastic processes are presented, which leads easily to expectation, conditional expectation, and discrete time estimation and the Kalman filter. With this background, stochastic calculus and continuous-time estimation are introduced. Finally, dynamic programming for both discrete-time and continuous-time systems leads to the solution of optimal stochastic control problems resulting in controllers with significant practical application. This book will be valuable to first year graduate students studying systems and control, as well as professionals in this field.

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