عنوان

Probability, Markov chains, queues, and simulation :the mathematical basis of performance modeling

electronic

Stewart, William J.

6491-

Probability, Markov chains, queues, and simulation :the mathematical basis of performance modeling

Princeton, N.J.

Princeton University Press

2009

xviii, 758 p. : ill. ; 27 cm

Includes bibliographical references )p. ]745[-747( and index

William J. Stewart

Probability -- Combinatorics : the art of counting -- Random variables and distribution functions -- Joint and conditional distributions -- Expectations and more -- Discrete distribution functions -- Continuous distribution functions -- Bounds and limit theorems -- Discrete- and continuous-time Markov chains -- Numerical solution of Markov chains -- Elementary queueing theory -- Queues with phase-type laws : neuts' matrix-geometric method -- The z-transform approach to solving Markovian queues -- The M/G/1 and G/M/1 queues -- Queueing networks -- Some probabilistic and deterministic applications of random numbers -- Uniformly distributed "random" numbers -- Nonuniformly distributed "random" numbers -- Implementing discrete-event simulations -- Simulation measurements and accuracy

Computer simulation ، Probabilities

، Markov processes

، Queuing theory

AU

TI