MARKED POINT-PROCESSES AS LIMITS OF MARKOVIAN ARRIVAL STREAMS

被引:151
作者
ASMUSSEN, S [1 ]
KOOLE, G [1 ]
机构
[1] LEIDEN UNIV,DEPT MATH & COMP SCI,2300 RA LEIDEN,NETHERLANDS
关键词
MARKOVIAN POINT PROCESS; MARKOV-MODULATED POISSON PROCESS; WEAK CONVERGENCE OF POINT PROCESSES; CONTINUITY OF QUEUES;
D O I
10.2307/3214845
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
A Markovian arrival stream is a marked point process generated by the state transitions of a given Markovian environmental process and Poisson arrival rates depending on the environment. It is shown that to a given marked point process N there is a sequence {N(m)} of such Markovian arrival streams with the property that N(-) -->(D) N as m --> infinity. Various related corollaries (involving stationarity, convergence of moments and ergodicity) and counterexamples are discussed as well.
引用
收藏
页码:365 / 372
页数:8
相关论文
共 23 条
[1]  
Asmussen S., 1986, Elektronische Informationsverarbeitung und Kybernetik (EIK), V22, P565
[2]  
ASMUSSEN S, 1991, STOCH MODELS, V8, P421
[3]  
Borovkov AA, 1976, STOCHASTIC PROCESSES, DOI [10.1007/978-1-4612-9866-3, DOI 10.1007/978-1-4612-9866-3]
[4]   AN ASYMPTOTIC ANALYSIS OF A QUEUING SYSTEM WITH MARKOV-MODULATED ARRIVALS [J].
BURMAN, DY ;
SMITH, DR .
OPERATIONS RESEARCH, 1986, 34 (01) :105-119
[5]  
Daley D.J., 2008, INTRO THEORY POINT P, VII
[6]  
FRANKEN P, 1981, QUEUES POINT PROCESS
[7]   EIN APPROXIMATIONSSATZ FUR VERTEILUNGEN STATIONARER ZUFALLIGER PUNKTFOLGEN [J].
HERRMANN, U .
MATHEMATISCHE NACHRICHTEN, 1965, 30 (5-6) :377-&
[8]  
Hordijk A., 1982, Stochastic Processes & their Applications, V12, P271, DOI 10.1016/0304-4149(82)90048-5
[9]  
Hordijk A., 1992, PROBAB ENG INFORM SC, V6, P63, DOI DOI 10.1017/S0269964800002321
[10]  
Hordijk A., 1990, PROBAB ENG INFORM SC, V4, P477