49 resultados para Discrete Time Branching Processes


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2000 Mathematics Subject Classification: 60J80, 60F05

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This study is focused on the comparison and modification of different estimates arising in the branching processes. Simulations of models with or without migration are put through. Due to the complexity of the computations the algorithms are designed with the language of technical computing MATLAB. Using the simulations, estimates of the o spring mean of the generated processes are calculated. It is well known in the literature that under certain conditions the asymptotic distribution of the estimates is proved to be normal. Using the asymptotic normality a modified method of maximum likelihood is proposed. The aim is to obtain trimmed maximum likelihood estimates based on several sample paths with the same number of generations. Thus in a natural way the observations, inconsistent with the aprior information about the asymptotic normality are excluded from the model. The computation of the standard error allows the comparison of different types of estimates.

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2000 Mathematics Subject Classification: Primary 60J80, Secondary 60G99.

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This work is supported by Bulgarian NFSI, grant No. MM–704/97

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Косто В. Митов - Разклоняващите се стохастични процеси са модели на популационната динамика на обекти, които имат случайно време на живот и произвеждат потомци в съответствие с дадени вероятностни закони. Типични примери са ядрените реакции, клетъчната пролиферация, биологичното размножаване, някои химични реакции, икономически и финансови явления. В този обзор сме се опитали да представим съвсем накратко някои от най-важните моменти и факти от историята, теорията и приложенията на разклоняващите се процеси.

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2000 Mathematics Subject Classi cation: 60J80, 60F25.

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2000 Mathematics Subject Classification: 60J80.

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2000 Mathematics Subject Classification: primary: 60J80, 60J85, secondary: 62M09, 92D40

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AMS subject classification: 60J80, 60J15.

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2000 Mathematics Subject Classification: 60G70, 60F12, 60G10.

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2000 Mathematics Subject Classification: 60J80.

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2000 Mathematics Subject Classification: 60J80, 62M05

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2000 Mathematics Subject Classification: 60J80, 60F05

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2010 Mathematics Subject Classification: 62F12, 62M05, 62M09, 62M10, 60G42.

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It is unquestioned that the importance of IP network will further increase and that it will serve as a platform for more and more services, requiring different types and degrees of service quality. Modern architectures and protocols are being standardized, which aims at guaranteeing the quality of service delivered to users. In this paper, we investigate the queueing behaviour found in IP output buffers. This queueing increases because multiple streams of packets with different length are being multiplexed together. We develop balance equations for the state of the system, from which we derive packet loss and delay results. To analyze these types of behaviour, we study the discrete-time version of the “classical” queue model M/M/1/k called Geo/Gx/1/k, where Gx denotes a different packet length distribution defined on a range between a minimum and maximum value.