Home : Book details

Introduction to the Numerical Solution of Markov Chains free ebook download

Category:
Mathematics

Views: 534
Likes: 62

Catalogue

Author(s):	William J. Stewart

Date:	2021	Format:	pdf	Language:	English	ISBN/ASIN:	0691036993
Pages:	568	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	8/23/2021 10:37:07 AM

To download click on link in the Links Table below

Description: Click to see full description

A cornerstone of applied probability, Markov chains can be used to help model how plants grow, chemicals react, and atoms diffuse and applications are increasingly being found in such areas as engineering, computer science, economics, and education. To apply the techniques to real problems, however, it is necessary to understand how Markov chains can be solved numerically. In this book, the first to offer a systematic and detailed treatment of the numerical solution of Markov chains, William Stewart provides scientists on many levels with the power to put this theory to use in the actual world, where it has applications in areas as diverse as engineering, economics, and education. His efforts make for essential reading in a rapidly growing field.

Here Stewart explores all aspects of numerically computing solutions of Markov chains, especially when the state is huge. He provides extensive background to both discrete-time and continuous-time Markov chains and examines many different numerical computing methods direct, single-and multi-vector iterative, and projection methods. More specifically, he considers recursive methods often used when the structure of the Markov chain is upper Hessenberg, iterative aggregation/disaggregation methods that are particularly appropriate when it is NCD (nearly completely decomposable), and reduced schemes for cases in which the chain is periodic. There are chapters on methods for computing transient solutions, on stochastic automata networks, and, finally, on currently available software. Throughout Stewart draws on numerous examples and comparisons among the methods he so thoroughly explains.

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3025754	Book	https://tezfiles.com/file/83c8d78bcad70/...		0.00	alex21s

Tags: Chains Introduction Markov Numerical Solution

Title	Link	Password	Size	Reason

Those who downloaded this book also downloaded the following books:
Comments

New comment:

Introduction to the Numerical Solution of Markov Chains free ebook download

Category: Mathematics

Description: Click to see full description

Category:
Mathematics