Ergodicity and Stability of Stochastic Systems
Seiten
1998
John Wiley & Sons Ltd (Verlag)
978-0-471-97913-5 (ISBN)
John Wiley & Sons Ltd (Verlag)
978-0-471-97913-5 (ISBN)
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This text represents an account of ergodicity and the stability of random processes. It explores processes of Markov chains (MC) in arbitrary state space, stochastic recursive sequences (SRC), and Markov chains in random environments (MCRI), as well as their continuous time analogues.
This text represents an account of ergodicity and the stability of random processes. It explores the important processes of Markov chains (MC) in arbitrary state space, stochastic recursive sequences (SRC), and Markov chains in random environments (MCRI), as well as their continuous time analogues. Special attention is also paid to vector-valued processes and their application to establish conditions of ergodicity in queueing and communication networks like polling networks, Jackson networks and the multi-access networks associated with the ALOHA algorithm.
This text represents an account of ergodicity and the stability of random processes. It explores the important processes of Markov chains (MC) in arbitrary state space, stochastic recursive sequences (SRC), and Markov chains in random environments (MCRI), as well as their continuous time analogues. Special attention is also paid to vector-valued processes and their application to establish conditions of ergodicity in queueing and communication networks like polling networks, Jackson networks and the multi-access networks associated with the ALOHA algorithm.
Harris Markov chains; ergodicity of non-Harris chains; stochastic recursive sequences; Markov chains in random environment; multidimensional Markov processes; two dimensional random walks; three (and more) dimensional random walks; continuous time Markov processes; ergodicity of communication and queueing networks.
Erscheint lt. Verlag | 29.7.1998 |
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Reihe/Serie | Wiley Series in Probability and Statistics |
Zusatzinfo | Ill. |
Verlagsort | Chichester |
Sprache | englisch |
Maße | 159 x 235 mm |
Gewicht | 1000 g |
Themenwelt | Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik |
ISBN-10 | 0-471-97913-9 / 0471979139 |
ISBN-13 | 978-0-471-97913-5 / 9780471979135 |
Zustand | Neuware |
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