STOCHASTICALLY RECURSIVE SEQUENCES AND THEIR GENERALIZATIONS

The paper deals with the stochastically recursive sequences { X ( n ) } defined as the solutions of equations X ( n + 1 ) = f ( X ( n ) , ξn ) (where ξn is a given random sequence), and with random sequences of a more general nature, named recursive chains. For those the theorems of existence, ergodicity, stability are established, the stationary majorants are constructed. Continuous-time processes associated with ones studied here are considered as well.

[1]  William Feller,et al.  An Introduction to Probability Theory and Its Applications , 1951 .

[2]  Feller William,et al.  An Introduction To Probability Theory And Its Applications , 1950 .

[3]  D. Kendall Stochastic Processes Occurring in the Theory of Queues and their Analysis by the Method of the Imbedded Markov Chain , 1953 .

[4]  R. M. Loynes,et al.  The stability of a queue with non-independent inter-arrival and service times , 1962, Mathematical Proceedings of the Cambridge Philosophical Society.

[5]  William Feller,et al.  An Introduction to Probability Theory and Its Applications , 1967 .

[6]  Boris Gnedenko,et al.  Introduction to queueing theory , 1968 .

[7]  S. Orey Lecture Notes on Limit Theorems for Markov Chain Transition Probabilities , 1971 .

[8]  On Convergence of Semi-Markov Multiplication Processes with Drift to a Diffusion Process , 1973 .

[9]  Aleksandr Alekseevich Borovkov,et al.  Stochastic processes in queueing theory , 1976 .

[10]  V. Zolotarev On the Continuity of Stochastic Sequences Generated by Recurrent Processes , 1976 .

[11]  E. Nummelin,et al.  A splitting technique for Harris recurrent Markov chains , 1978 .

[12]  K. Athreya,et al.  A New Approach to the Limit Theory of Recurrent Markov Chains , 1978 .

[13]  A. Borovkov Ergodicity and Stability Theorems for a Class of Stochastic Equations and Their Applications , 1979 .

[14]  B. Lisek,et al.  A method for solving a class of recursive stochastic equations , 1982 .

[15]  A. Unwin,et al.  Introduction to Queueing Theory , 1973 .

[16]  V. Schmidt,et al.  Queues and Point Processes , 1983 .

[17]  P. Franken,et al.  Queues and Point Processes , 1983 .

[18]  E. Nummelin General irreducible Markov chains and non-negative operators: Embedded renewal processes , 1984 .

[19]  A. A. Borovkov,et al.  Asymptotic Methods in Queueing Theory. , 1986 .

[20]  Y. Kifer Ergodic theory of random transformations , 1986 .

[21]  F. Baccelli,et al.  Palm Probabilities and Stationary Queues , 1987 .

[22]  Upendra Dave,et al.  Applied Probability and Queues , 1987 .

[23]  Sلأren Asmussen,et al.  Applied Probability and Queues , 1989 .

[24]  A. A. Borovkov On the Ergodicity and Stability of the Sequence $w_{n + 1} = f(w_n ,\xi _n )$: Applications to Communication Networks , 1989 .

[25]  S. G. Foss,et al.  Regeneration and renovation in queues , 1991, Queueing Syst. Theory Appl..

[26]  A. A. Borovkov,et al.  Ergodicity and Stability of Multidimensional Markov Chains , 1991 .

[27]  W. D. Ray Stationary Stochastic Models , 1991 .

[28]  P. Franken,et al.  Stationary Stochastic Models. , 1992 .