图书基本信息
Introduction to Stochastic Control Theory
作者: Karl J. Astrom;
ISBN13: 9780486445311
类型: 平装(简装书)
语种: 英语(English)
出版日期: 2006-01-06
出版社: Dover Publications
页数: 299
重量(克): 322
尺寸: 140 x 17 x 216 mm
商品简介
This text for upper-level undergraduates and graduate students explores stochastic control theory in terms of analysis, parametric optimization, and optimal stochastic control. Limited to linear systems with quadratic criteria, it covers discrete time as well as continuous time systems.
The first three chapters provide motivation and background material on stochastic processes, followed by an analysis of dynamical systems with inputs of stochastic processes. A simple version of the problem of optimal control of stochastic systems is discussed, along with an example of an industrial application of this theory. Subsequent discussions cover filtering and prediction theory as well as the general stochastic control problem for linear systems with quadratic criteria.
Each chapter begins with the discrete time version of a problem and progresses to a more challenging continuous time version of the same problem. Prerequisites include courses in analysis and probability theory in addition to a course in dynamical systems that covers frequency response and the state-space approach for continuous time and discrete time systems.
Introduction to Stochastic Control Theory 下载 mobi epub pdf txt 电子书 格式
Introduction to Stochastic Control Theory 下载 mobi pdf epub txt 电子书 格式 2024
Introduction to Stochastic Control Theory mobi epub pdf txt 电子书 格式下载 2024