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Markov Chains Gibbs Fields, Monte Carlo Simulation, and Queues

by Pierre Bremaud

  • ISBN: 9780387985091
  • ISBN10: 0387985093

Markov Chains Gibbs Fields, Monte Carlo Simulation, and Queues

by Pierre Bremaud

  • Binding: Hardcover
  • Publisher: Springer Verlag
  • Publish date: 05/01/1999
  • ISBN: 9780387985091
  • ISBN10: 0387985093
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Description: This introduction to the theory of stochastic processes explains the fundamentals of the art of stochastic modeling. It covers Markov Chains with a countable state space, in both discrete and continuous time, finite Gibbs fields, non-homogeneous Markov chains, discrete time regenerative processes, Monte Carlo simulation, simulated annealing, and queueing networks. Applications-driven examples bring the reader to the very borders of contemporary research.
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