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

Probability, Markov Chains, Queues, and Simulation provides a modern and authoritative treatment of the mathematical processes that underlie performance modeling. The detailed explanations of mathematical derivations and numerous illustrative examples make this textbook readily accessible to graduat...

Description complète

Détails bibliographiques
Cote:Libro Electrónico
Auteur principal: Stewart, William J., 1946-
Format: Électronique eBook
Langue:Inglés
Publié: Princeton, N.J. : Princeton University Press, ©2009.
Sujets:
Probabilities > Computer simulation.
Markov processes.
Queuing theory.
Probabilités > Simulation par ordinateur.
Processus de Markov.
Théorie des files d'attente.
SCIENCE > Essays.
SCIENCE > Reference.
COMPUTERS / Data Modeling & Design
Markov processes
Probabilities > Computer simulation
Queuing theory
Accès en ligne:Texto completo
Table des matières:
  • 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.

Documents similaires