An Algorithm for Computing the Stationary Distribution of a Discrete-Time Birth-and-Death Process with Banded Infinitesimal Generator.

Abstract

We develop an algorithm for computing approximations to the stationary distribution of a discrete- time birth-and-death process provided that the infinitesimal generator is a banded matrix. We begin by computing stationary distributions for processes whose infinitesimal generators are Hessenburg. Our derivation in this special case is different than the classical one but leads to the same result. We then show how to extend these ideas to get approximations when the infinitesimal generator is banded (or half-banded). (KAR) P. 3

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Document Details

Document Type
Technical Report
Publication Date
Apr 08, 1995
Accession Number
ADA295810

Entities

People

  • Carlos F. Borges
  • Craig S. Peters

Organizations

  • Naval Postgraduate School

Tags

Communities of Interest

  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Algebra
  • Algorithms
  • Computations
  • Department Of Defense
  • Eigenvalues
  • Eigenvectors
  • Equations
  • Generators
  • Linear Algebra
  • Markov Chains
  • Markov Processes
  • Mathematics
  • Probability
  • Stationary
  • Transitions
  • United States
  • United States Government

Fields of Study

  • Mathematics

Readers

  • Computer Programming and Software Development.
  • Finite Element Method (FEM) for solving Partial Differential Equations (PDEs)
  • Mathematical Modeling and Probability Theory.