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1.
生灭型半马氏骨架过程   总被引:1,自引:0,他引:1  
本文首先引进了生灭型半马氏骨架过程的定义,求出了两骨架时跳跃点τn-1(ω)与τn(ω)之间的嵌入过程X(n)(t,ω)的初始分布及寿命分布.得到了生灭型半马氏骨架过程的一维分布.其次引进了生灭型半马氏骨架过程的数字特征并讨论了它们的概率意义及相互关系.讨论了生灭型半马氏骨架过程的向上和向下的积分型随机泛函.最后讨论了它的遍历性及平稳分布,求出了平均首达时间及平均返回时间.得到了常返和正常返的充分必要条件,求出了在正常返的条件下的平稳分布.  相似文献   

2.
本文基于生灭过程的生灭演化机理, 将生物繁衍过程描述为有向随机图过程-随机分枝树, 建立了出生率与年龄段有关的生灭分枝树演化模型. 本文研究了任一节点在不同年龄及临死时刻的出度分布、虚出度分布和拟出度分布, 并证明了拟出度过程是随机时刻终止的Poisson过程, 讨论了首生年龄及相对出生年龄的分布, 给出了任一节点成为孤立节点的概率.  相似文献   

3.
李锐  侯振挺 《经济数学》2004,21(2):161-167
侯振挺、李晓花在 [1]已经讨论了具有某些特殊形式的拟生灭过程各种遍历性 ,我们将在此基础讨论一般形式连续时间拟生灭过程各种遍历性 ,并给出 [1]中连续时间拟生灭过程的指数遍历及多项式遍历的一个新证明 ,该证明给出了具有某些特殊条件下连续时间拟生灭过程遍历性与离散时间拟生灭过程遍历性之间关系 .  相似文献   

4.
半马氏生灭过程   总被引:1,自引:0,他引:1  
本文提出了半马氏生灭过程的概念,引进了其数字特征,并讨论了向下和向上的积分型随机泛函、遍历性及平稳分布.  相似文献   

5.
讨论休假时间服从T-SPH分布的M/M/1单重休假模型,其中T-SPH表示可数状态吸收生灭过程吸收时间的分布.该排队模型可以用可数位相拟生灭过程(QBD过程)和算子几何解的方法进行建模分析.首先得到了QBD过程算子几何解的具体形式;其次在所得结果的基础上,进一步给出了排队模型平稳队长的随机分解结果,并说明附加队长服从离散时间无限位相分布.  相似文献   

6.
讨论了T-IPH/Geo/1/N有限排队,其中T-IPH表示可数状态吸收生灭链吸收时间的分布.对该排队模型,用有限位相拟生灭(QBD)过程进行建模.首先得到了计算该QBD过程率阵非零元素的迭代公式;其次在所得结果的基础上,进一步给出了T-IPH/Geo/1/N排队平稳队长以及等待时间分布的公式.  相似文献   

7.
广生灭过程的遍历性及平稳分布   总被引:1,自引:0,他引:1  
文献[1]研究了广生灭过程的向上积分型随机泛函,得到了广生灭过程的若干数字特征以及常返的充要条件,该文讨论广生灭过程向下积分型随机泛函,给出了广生灭过程遍历的充要条件以及平均返回时间的计算公式,并在遍历的条件下求出了广生灭过程的平稳分布.  相似文献   

8.
有限拟生灭过程的显式矩阵解析解   总被引:1,自引:0,他引:1  
本文首先给出了一个有限拟生灭(QBD)过程的显式矩阵解析解,且该解可用过程参数直接表示.其次讨论了该解法的渐近复杂性.另外,该解法易推广到广义拟生灭过程情形.  相似文献   

9.
研究了三对角无限位相拟生灭过程(T-QBD过程)平稳分布水平与位相的独立性.首先,给出了水平和位相相互独立并且两个边缘分布都为几何分布的充要条件,得到了过程平稳分布的解析形式;其次,提出了验证水平和位相独立性条件的具体方法,说明了如何把得到的结果应用于实际模型,最后,讨论了一种广义独立性,并对水平和位相独立时率算子的性质做了某些讨论.  相似文献   

10.
任敏  张光辉 《数学学报》2017,60(3):531-536
讨论了一类独立随机环境中的生灭过程的常返性.在假定环境满足一定的条件下证明一个强大数定律,并应用此大数定律给出了该生灭过程的常返和非常返的判别准则.  相似文献   

11.
《Indagationes Mathematicae》2023,34(5):1064-1076
This paper considers the cycle maximum in birth–death processes as a stepping stone to characterisation of the asymptotic behaviour of the maximum number of customers in single queues and open Kelly–Whittle networks of queues. For positive recurrent birth–death processes we show that the sequence of sample maxima is stochastically compact. For transient birth–death processes we show that the sequence of sample maxima conditioned on the maximum being finite is stochastically compact.We show that the Markov chain recording the total number of customers in a Kelly–Whittle network is a birth–death process with birth and death rates determined by the normalising constants in a suitably defined sequence of closed networks. Explicit or asymptotic expressions for these normalising constants allow asymptotic evaluation of the birth and death rates, which, in turn, allows characterisation of the cycle maximum in a single busy cycle, and convergence of the sequence of sample maxima for Kelly–Whittle networks of queues.  相似文献   

12.
The state 0 of a birth and death process with state space E = {0, 1, 2,....} is a barrier which can be classified into four kinds: reflection, absorption, leaping reflection, quasi-leaping reflection. For the first, second and fourth barriers, the characteristic numbers of different forms have been introduced. In this paper unified characteristic numbers for birth and death processes with barriers were introduced, the related equations were solved and the solutions were expressed by unified characteristic numbers. This paper concerns work solving probability construction problem of birth and death processes with leaping reflection barrier and quasi-leaping reflection barrier.  相似文献   

13.
曹成铉 《应用数学》1999,12(1):110-114
本文给出了G/G/1排队系统的离去过程的有限维分布弱收敛到泊松过程的有限维分布的条件,特别给出了生灭排队系统及G/M/1排队系统的离去过程的有限维分布弱收敛到泊松过程的有限维分布的简单条件.  相似文献   

14.
Quasi-birth and death processes with block tridiagonal matrices find many applications in various areas. Neuts gave the necessary and sufficient conditions for the ordinary ergodicity and found an expression of the stationary distribution for a class of quasi-birth and death processes. In this paper we obtain the explicit necessary and sufficient conditions for/-ergodicity and geometric ergodicity for the class of quasi-birth and death processes, and prove that they are not strongly ergodic. Keywords ergodicity, quasi-birth and death process.  相似文献   

15.
For an ergodic continuous-time birth and death process on the nonnegative integers, a well-known theorem states that the hitting time T 0,n starting from state 0 to state n has the same distribution as the sum of n independent exponential random variables. Firstly, we generalize this theorem to an absorbing birth and death process (say, with state ?1 absorbing) to derive the distribution of T 0,n . We then give explicit formulas for Laplace transforms of hitting times between any two states for an ergodic or absorbing birth and death process. Secondly, these results are all extended to birth and death processes on the nonnegative integers with ?? an exit, entrance, or regular boundary. Finally, we apply these formulas to fastest strong stationary times for strongly ergodic birth and death processes.  相似文献   

16.
In a multi-type continuous time Markov branching process the asymptotic distribution of the first birth in and the last death (extinction) of the kth generation can be determined from the asymptotic behavior of the probability generating function of the vector Z(k)(t), the size of the kth generation at time t, as t tends to zero or as t tends to infinity, respectively. Apart from an appropriate transformation of the time scale, for a large initial population the generations emerge according to an independent sum of compound multi-dimensional Poisson processes and become extinct like a vector of independent reversed Poisson processes. In the first birth case the results also hold for a multi-type Bellman-Harris process if the life span distributions are differentiable at zero.  相似文献   

17.
In this paper we introduce and study nonhomogeneous geometric random variables and their representations. We relate these to standard probability mass functions and to representations using birth-and-death processes. This facilitates comparison of various queueing models by birth/death models. We examine different queueing models with the same limiting distribution.   相似文献   

18.
For general, almost surely absorbed Markov processes, we obtain necessary and sufficient conditions for exponential convergence to a unique quasi-stationary distribution in the total variation norm. These conditions also ensure the existence and exponential ergodicity of the \(Q\)-process (the process conditioned to never be absorbed). We apply these results to one-dimensional birth and death processes with catastrophes, multi-dimensional birth and death processes, infinite-dimensional population models with Brownian mutations and neutron transport dynamics absorbed at the boundary of a bounded domain.  相似文献   

19.
该文首次研究以0为飞射壁的生灭过程爆发前的若干性质, 通过引入线性方程组和推移算子,得到了多种情况下此类过程在爆发前从状态 i 出发运动到状态 n(i ≤ n ≤∞ 或 n≤ i)的概率和平均时间的精确表达式.同时,我们还定义了mi,ei,Ni,R 等一系列特征数, 并表明了这些特征数的概率意义.  相似文献   

20.
当生灭过程不唯一,且附加的虚状态∞是"瞬时"且正则时,其轨道结构是异常复杂的.主要工作是利用Ito的游程理论来分析处理这种生灭过程,研究其轨道性质,并最终得到预解式.此预解式具有清楚的概率意义,能够直观地反映生灭过程的轨道结构.  相似文献   

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