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2.3. Integral Renewal Equations

Lecture



2.3. Integral Renewal Equations

We now use relations (2.4) and (2.10) to derive the integral renewal equations.

To this end, recall the notion of k--fold convolution, which is defined recursively,

2.3. Integral Renewal Equations (2.13)

2.3. Integral Renewal Equations (2.14)

In addition to relations (2.14), the convolutions admit another form of notation, via the convolutions F(n)(t)

. 2.3. Integral Renewal Equations (2.15)

Since the series (2.4) and (2.10) converge uniformly on every finite interval, the order of summation and integration may be interchanged.

Then, summing relations (2.13), we obtain

.2.3. Integral Renewal Equations

Since , we obtain two integral equations for the renewal function of the ordinary renewal process

2.3. Integral Renewal Equations (2.16)

It is easy to see that one equation can be obtained from the other by integration by parts.

Summing relations (2.14), we obtain two integral equations for the renewal function of the delayed renewal process

2.3. Integral Renewal Equations (2.17)

Finally, summing relations (2.15), we obtain relations connecting the renewal functions H1(t) and H(t),

2.3. Integral Renewal Equations (2.18)

The solutions of the renewal equations can be written out using the Laplace–Stieltjes transform , Res>0. 2.3. Integral Renewal EquationsIt is known (Mathematical Appendix 2) that the Laplace–Stieltjes transform of a convolution integral equals the product of the Laplace–Stieltjes transforms. Therefore, from (2.16) we obtain

H*(s)=F*(s)+ H*(s)F*(s),

. 2.3. Integral Renewal Equations (2.19)

Similarly, from (2.17) we obtain for the delayed renewal process

. 2.3. Integral Renewal Equations (2.20)

The formulas (2.19) and (2.20) are used to determine the functions H(t) and H1(t), for which it is necessary to invert the transforms H*(s) and H1*(s), that is, to find such functions H(t) and H1(t), whose given transforms are H*(s) and H1*(s). Since there is a one-to-one correspondence between functions and their Laplace–Stieltjes transforms, the functions H(t) and H1(t) so found will be the unique solutions of the integral renewal equations.

See also

  • Poisson random measure
  • random process
  • random walks
  • renewal process
  • Cramér–Lundberg model
  • empirical measures
  • Poisson random measure
created: 2021-03-13
updated: 2026-03-09
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Lectures and tutorial on "probabilistic processes"

Terms: probabilistic processes