Convergence rates for M/G/1 queues and ruin problems with heavy tails

被引:13
作者
Asmussen, S [1 ]
Teugels, JL [1 ]
机构
[1] KATHOLIEKE UNIV LEUVEN, DEPT MATH, B-3001 HEVERLEE, BELGIUM
关键词
busy period; equilibrium distribution; regular variation; relaxation time; ruin probability; subexponential distribution;
D O I
10.2307/3214995
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
The time-dependent virtual waiting time in a M/G/1 queue converges to a proper limit when the traffic intensity is less than one. In this paper we give precise rates on the speed of this convergence when the service time distribution has a heavy regularly varying tail. The result also applies to the classical ruin problem. We obtain the exact rate of convergence for the ruin probability after time t for the case where claims arrive according to a Poisson process and claim sizes are heavy tailed. Our result supplements similar theorems on exponential convergence rates for relaxation times in queueing theory and ruin probabilities in risk theory.
引用
收藏
页码:1181 / 1190
页数:10
相关论文
共 30 条
[1]   WAITING-TIME TAIL PROBABILITIES IN QUEUES WITH LONG-TAIL SERVICE-TIME DISTRIBUTIONS [J].
ABATE, J ;
CHOUDHURY, GL ;
WHITT, W .
QUEUEING SYSTEMS, 1994, 16 (3-4) :311-338
[2]   TRANSIENT-BEHAVIOR OF THE M/G/1 WORKLOAD PROCESS [J].
ABATE, J ;
WHITT, W .
OPERATIONS RESEARCH, 1994, 42 (04) :750-764
[3]  
[Anonymous], 1967, COMBINATORIAL METHOD
[4]   LADDER HEIGHT DISTRIBUTIONS WITH MARKS [J].
ASMUSSEN, S ;
SCHMIDT, V .
STOCHASTIC PROCESSES AND THEIR APPLICATIONS, 1995, 58 (01) :105-119
[5]  
ASMUSSEN S, 1996, RUIN PROBABILITIES
[6]  
ASMUSSEN S, 1996, IN PRESS STOCH P APP
[7]  
ASMUSSEN S, 1985, SCAND ACT J, P57
[8]  
Asmussen S, 2008, APPL PROBABILITY QUE, V51
[9]  
ASMUSSEN S, 1995, SIMULAITON RUIN PROB
[10]  
ASMUSSEN S, 1984, SCAND ACTUAR J, P31