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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Stewart, William J., 1946-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Princeton, N.J. : Princeton University Press, ©2009.
Temas:
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
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.

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