Download presentation
Presentation is loading. Please wait.
1
Al-Imam Mohammad Ibn Saud University
CS433 Modeling and Simulation Lecture 11 Birth-Death Process Dr. Anis Koubâa 02 May 2009
2
Birth-Death Chain The birth-death process is a special case of Continuous-time Markov process where the states represent the current size of a population and where the transitions are limited to births and deaths. Birth-death processes have many application in demography, queueing theory, or in biology, for example to study the evolution of bacteria.
3
Birth-Death Chain A pure birth process is a birth-death process where μi = 0 for all i≥0 A pure death process is a birth-death process where λi = 0 for all i≥0 A (homogeneous) Poisson process is a pure birth process where λi = λ for all A M/M/1 queue is a birth-death process used to describe customers in an infinite queue.
4
Birth-Death Chain 1 i λ0 λ1 λi-1 λi μ1 μi μi+1
1 i λ1 λi-1 λi μ1 μi μi+1 Find the steady state probabilities Similarly to the previous example, And we solve and
5
Example The solution is obtained In general Making the sum equal to 1
Solution exists if
6
End of Chapter
Similar presentations
© 2025 SlidePlayer.com. Inc.
All rights reserved.