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THE TRANSITION PROBABILITY MATRIX OF A MARKOV CHAIN MODEL IN AN ATM NETWORK
作者姓名:YUEDequan  ZHANGHuachen  TUFengsheng
作者单位:[1]DepartmentofStatistics,YanshanUniversity,Qinhuangdao066004,China [2]DepartmentofAutomation,NankaiUniversity,Tianfin300071,China
基金项目:This work is supported by the National Key Project of China(No 970211017,the National Natural Science Foundation of China(No,10271102)and Hebei Province Doctoral Foundation(No.2002131)
摘    要:In this paper we consider a Markov chain model in an ATM network, which has been studied by Dag and Stavrakakis. On the basis of the iterative formulas obtained by Dag and Stavrakakis, we obtain the explicit analytical expression of the transition probability matrix. It is very simple to calculate the transition probabilities of the Markov chain by these expressions. In addition, we obtain some results about the structure of the transition probability matrix, which are helpful in numerical calculation and theoretical analysis.

关 键 词:ATM网络  异步传输模式  马尔可夫链模型  转移概率矩阵

THE TRANSITION PROBABILITY MATRIX OF A MARKOV CHAIN MODEL IN AN ATM NETWORK
YUEDequan ZHANGHuachen TUFengsheng.THE TRANSITION PROBABILITY MATRIX OF A MARKOV CHAIN MODEL IN AN ATM NETWORK[J].Journal of Systems Science and Complexity,2003,16(4):506-512.
Authors:YUE Dequan
Abstract:In this paper we consider a Markov chain model in an ATM network, which has been studied by Dag and Stavrakakis. On the basis of the iterative formulas obtained by Dag and Stavrakakis, we obtain the explicit analytical expression of the transition probability matrix. It is very simple to calculate the transition probabilities of the Markov chain by these expressions. In addition, we obtain some results about the structure of the transition probability matrix, which are helpful in numerical calculation and theoretical analysis.
Keywords:Markov chain  transition probability  matrix  ATM network  
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