In Chap. 2, we present the summary of coupling ergodic theorems with explicit upper bounds for convergence rates for regenerative processes obtained in the first volume. These theorems are a basis for getting ergodic theorems with explicit upper bounds for convergence rates for semi-Markov processes and multi-alternating regenerative processes with semi-Markov modulation. We give the constructive definitions of a regenerative process with a transition period and thinned regenerative processes, formulate and comment on the weighting absolute continuity condition, which plays a key role in ergodic theorems with explicit upper bounds for convergence rates, and present ergodic theorems explicit power and exponential upper bounds for convergence rates for regenerative processes.

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Summary of Ergodic Theorems for Regenerative Processes

  • Dmitrii Silvestrov

摘要

In Chap. 2, we present the summary of coupling ergodic theorems with explicit upper bounds for convergence rates for regenerative processes obtained in the first volume. These theorems are a basis for getting ergodic theorems with explicit upper bounds for convergence rates for semi-Markov processes and multi-alternating regenerative processes with semi-Markov modulation. We give the constructive definitions of a regenerative process with a transition period and thinned regenerative processes, formulate and comment on the weighting absolute continuity condition, which plays a key role in ergodic theorems with explicit upper bounds for convergence rates, and present ergodic theorems explicit power and exponential upper bounds for convergence rates for regenerative processes.