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Optimization of Stochastic Systems: Topics in Discrete-Time Systems

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Author(s): Masanao Aoki (Eds.)
Series: Mathematics in Science and Engineering 32
Publisher: Academic Press
Year: 1967

Language: English
Pages: v-vii, ix-xi, 1-354

Content:
Edited by
Page v

Copyright page
Page vi

Dedication
Page vii

Preface
Pages ix-xi
Masanao Aoki

Chapter I Introduction
Pages 1-19

Chapter II Optimal Bayesian Control of General Stochastic Dynamic Systems
Pages 20-80

Chapter III Adaptive Control Systems and Optimal Bayesian Control Policies
Pages 81-127

Chapter IV Optimal Bayesian Control of Partially Observed Markovian Systems
Pages 128-153

Chapter V Problem of Estimation
Pages 154-196

Chapter VI Convergence Questions in Bayesian Optimization Problems
Pages 197-222

Chapter VII Approximations
Pages 223-281

Chapter VIII Stochastic Stability
Pages 282-290

Chapter IX Miscellany
Pages 291-308

Appendix I Some Useful Definitions, Facts, and Theorems from Probability Theory
Pages 309-317

Appendix II Pseudoinverse
Pages 318-324

Appendix III Multidimensional Normal Distributions
Pages 325-332

Appendix IV Sufficient Statistics
Pages 333-338

Bibliography
Page 339

References
Pages 339-346

List of Symbols
Pages 347-348

Author Index
Pages 349-351

Subject Index
Pages 352-354