renewal$69115$ - translation to ελληνικό
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renewal$69115$ - translation to ελληνικό

BRANCH OF PROBABILITY THEORY
Renewal equation; Renewal process; Renewal-reward process; Inspection paradox; Inspection Paradox; Renewal reward process; Renewal Theory; Alternating renewal process; Alternating renewal processes; Renewal reward theorem
  • The renewal interval determined by the random point ''t'' (shown in red) is stochastically larger than the first renewal interval.
  • Sample evolution of a renewal-reward process with ''holding times'' ''S''<sub>''i''</sub>, jump times ''J''<sub>''n''</sub> and rewards ''W''<sub>''i''</sub>
  • Sample evolution of a renewal process with ''holding times'' ''S''<sub>''i''</sub> and jump times ''J''<sub>''n''</sub>.

renewal      
n. ανανέωση, παράταση

Ορισμός

renewal
n.
1.
Renovation, restoration, re-establishment, repair.
2.
Repetition, recommencement.

Βικιπαίδεια

Renewal theory

Renewal theory is the branch of probability theory that generalizes the Poisson process for arbitrary holding times. Instead of exponentially distributed holding times, a renewal process may have any independent and identically distributed (IID) holding times that have finite mean. A renewal-reward process additionally has a random sequence of rewards incurred at each holding time, which are IID but need not be independent of the holding times.

A renewal process has asymptotic properties analogous to the strong law of large numbers and central limit theorem. The renewal function m ( t ) {\displaystyle m(t)} (expected number of arrivals) and reward function g ( t ) {\displaystyle g(t)} (expected reward value) are of key importance in renewal theory. The renewal function satisfies a recursive integral equation, the renewal equation. The key renewal equation gives the limiting value of the convolution of m ( t ) {\displaystyle m'(t)} with a suitable non-negative function. The superposition of renewal processes can be studied as a special case of Markov renewal processes.

Applications include calculating the best strategy for replacing worn-out machinery in a factory and comparing the long-term benefits of different insurance policies. The inspection paradox relates to the fact that observing a renewal interval at time t gives an interval with average value larger than that of an average renewal interval.