03544cam a2200529Ia 4500
ocn455361523
OCoLC
20140426153710.0
m o d
cr cnu---unuuu
091009s2009 ne a ob 001 0 eng d
OPELS
eng
OPELS
OPELS
CDX
N$T
YDXCP
EBLCP
BTCTA
IDEBK
OCLCQ
311787842
9780080914039 (electronic bk.)
0080914039 (electronic bk.)
CDX
11066166
AU@
000045385563
(OCoLC)455361523
(OCoLC)311787842
TJ212
.P69 2009eb
TEC
004000
bisacsh
TEC
037000
bisacsh
629.8312
22
NTRA
Poznyak, Alexander S.
Advanced mathematical tools for automatic control engineers.
Volume 2,
Stochastic techniques
[electronic resource] /
Alex Poznyak.
Stochastic techniques
1st ed.
Amsterdam ;
Boston :
Elsevier Science,
2009.
1 online resource (xxix, 538 p.) :
ill.
Includes bibliographical references (p. 529-533) and index.
The second volume of this work continues the and approach of the first volume, providing mathematical tools for the control engineer and examining such topics as random variables and sequences, iterative logarithmic and large number laws, differential equations, stochastic measurements and optimization, discrete martingales and probability space. It includes proofs of all theorems and contains many examples with solutions. It is written for researchers, engineers and advanced students who wish to increase their familiarity with different topics of modern and classical mathematics related to system and automatic control theories. It also has applications to game theory, machine learning and intelligent systems. * Provides comprehensive theory of matrices, real, complex and functional analysis * Provides practical examples of modern optimization methods that can be effectively used in variety of real-world applications * Contains worked proofs of all theorems and propositions presented.
Preface; Introduction; Probability Space; Random Variables; Mathematical Expectation; Random Sequences; Conditional Mathematical Expectation; Discrete Martingales; Large Number Laws; Characteristic Functions and the Central Limit Theorem; Iterative Logarithmic Law; Stochastic Differential Equations; Wiener and Kalman Filtering; Parametric Identification under Stochastic Measurements; Stochastic Optimization; Finite Markov Chains, Discrete Events and Elements of Queering Theory.
Description based on print version record.
Automatic control
Mathematics.
TECHNOLOGY & ENGINEERING
Automation.
bisacsh
TECHNOLOGY & ENGINEERING
Robotics.
bisacsh
Electronic books.
Print version:
Poznyak, Alexander S.
Advanced mathematical tools for automatic control engineers.
Volume 2, Stochastic techniques.
Oxford : Elsevier Science, 2009
9780080446738
(OCoLC)319208894
ScienceDirect
http://www.sciencedirect.com/science/book/9780080446738
Coutts Information Services
COUT
11066166
YBP Library Services
YANK
3111570
EBL - Ebook Library
EBLB
EBL472921
Baker and Taylor
BTCP
BK0008216571
EBSCOhost
EBSC
248840
EB
92
NITR
392
392