Stochastic Processes Book

Stochastic Processes, A 'stochastic' process is a 'random' or 'conjectural' process, and this book is concerned with applied probability and statistics. Whilst maintaining the mathematical rigour this subject requires, it addresses topics of interest to engineers, such as prob, Stochastic Processes

3.5 out of 5 stars based on 2 reviews

Stochastic Processes
Written by author Kaddour Najim
Published by Elsevier Science, July 2004
A 'stochastic' process is a 'random' or 'conjectural' process, and this book is concerned with applied probability and statistics. Whilst maintaining the mathematical rigour this subject requires, it addresses topics of interest to engineers, such as prob
For engineers dealing with stochastic processes and for students of automatic control and mechanical and electrical engineering, Najim (INP, Toulouse, France) Enso Ikonen (U. of Oulu, Finland) and Ait-Kadi Daoud (mechanical engineering, U. of Laval, Quebe

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1 Stochastic processes 1
Foundations of probability 1
Finite Markov chains 46
Renewal processes 62
Martingale, supermartingale, submartingale 68
2 Estimation of probability densities 93
Main probability distributions 93
Skewness and Kurtosis measures 117
Classification of probability distributions 121
Transformation of random variables 123
Estimation of probability density functions 130
Numerical examples 146
Model validation 153
Stochastic approximation 157
3 Optimization techniques 167
Stochastic approximation techniques 168
Learning automata 173
Simulated annealing 211
Genetic algorithms 214
4 Analysis of recursive algorithms 223
The analysis of recursive algorithms 224
Use of some inequalities, lemmas and theorems 234
Case 1 : single learning automaton 254
Case 2 : team of binary learning automata 269
Convergence rate 288
App. A Inequalities, lemmas and theorems 315
App. B Matlab program 327

Title: Stochastic Processes

Manufacturer:

Elsevier

Item Number: 9781903996553

Publication Date: July 2004

Number: 1

Product Description: Stochastic Processes

Universal Product Code (UPC): 9781903996553

WonderClub Stock Keeping Unit (WSKU): 9781903996553

Rating: 3.5/5 based on 2 Reviews

Image Location: https://wonderclub.com/images/covers/65/53/9781903996553.jpg

Category: Media >> Books

Weight: 0.200 kg (0.44 lbs)

Width: 0.940 cm (0.37 inches)

Heigh : 9.000 cm (3.54 inches)

Depth: 6.000 cm (2.36 inches)

Date Added: August 25, 2020, Added By: Ross

Date Last Edited: August 25, 2020, Edited By: Ross

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Mitchell Larson

reviewed Stochastic Processes on December 14, 2012

Stochastic Processes

A good book in content and diverse information, but the author needs to explain processes better, many topics needed more details to flesh-out his message.

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Stochastic Processes, A 'stochastic' process is a 'random' or 'conjectural' process, and this book is concerned with applied probability and statistics. Whilst maintaining the mathematical rigour this subject requires, it addresses topics of interest to engineers, such as prob, Stochastic Processes

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Stochastic Processes Book

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1	Stochastic processes	1
	Foundations of probability	1
	Finite Markov chains	46
	Renewal processes	62
	Martingale, supermartingale, submartingale	68
2	Estimation of probability densities	93
	Main probability distributions	93
	Skewness and Kurtosis measures	117
	Classification of probability distributions	121
	Transformation of random variables	123
	Estimation of probability density functions	130
	Numerical examples	146
	Model validation	153
	Stochastic approximation	157
3	Optimization techniques	167
	Stochastic approximation techniques	168
	Learning automata	173
	Simulated annealing	211
	Genetic algorithms	214
4	Analysis of recursive algorithms	223
	The analysis of recursive algorithms	224
	Use of some inequalities, lemmas and theorems	234
	Case 1 : single learning automaton	254
	Case 2 : team of binary learning automata	269
	Convergence rate	288
App. A	Inequalities, lemmas and theorems	315
App. B	Matlab program	327