Year: 1996
Paper: 3
Question Number: 14
Course: UFM Statistics
Section: Poisson Distribution
No solution available for this problem.
Difficulty Rating: 1700.0
Difficulty Comparisons: 0
Banger Rating: 1484.0
Banger Comparisons: 1
Whenever I go cycling I start with my bike in good working order.
However if all is well at time $t$, the probability that I get a
puncture in the small interval $(t,t+\delta t)$ is $\alpha\,\delta t.$
How many punctures can I expect to get on a journey during which my
total cycling time is $T$?
When I get a puncture I stop immediately to repair it and the probability
that, if I am repairing it at time $t$, the repair will be completed
in time $(t,t+\delta t)$ is $\beta\,\delta t.$ If $p(t)$ is the
probability that I am repairing a puncture at time $t$, write down
an equation relating $p(t)$ to $p(t+\delta t)$, and derive from
this a differential equation relating $p'(t)$ and $p(t).$ Show that
\[
p(t)=\frac{\alpha}{\alpha+\beta}(1-\mathrm{e}^{-(\alpha+\beta)t})
\]
satisfies this differential equation with the appropriate initial
condition.
Find an expression, involving $\alpha,\beta$ and $T$, for the time
expected to be spent mending punctures during a journey of total time
$T$. Hence, or otherwise, show that, the fraction of the journey
expected to be spent mending punctures is given approximately by
\[
\quad\frac{\alpha T}{2}\quad\ \mbox{ if }(\alpha+\beta)T\text{ is small, }
\]
and by
\[
\frac{\alpha}{\alpha+\beta}\quad\mbox{ if }(\alpha+\beta)T\text{ is large.}
\]