In this example we consider the problem of computing a
geometric series summation
for the last time.
We have already seen two algorithms to compute this summation
in Sections and
(Programs
and
).
An algorithm to compute a geometric series summation
using the closed-form expression (Equation )
is given in Program
.
This algorithm makes use of Program
to compute
.
Program: Program to compute using the closed-form expression.
To determine the average running time of Program
we will make use of Equation
,
which gives the average running time for the power method
which is called on line 5.
In this case, the arguments are x and n+1,
so the running time of the call to power is
.
Adding to this the additional work done on line 5 gives
the average running time for Program
:
The running times of the three programs
which compute the geometric series summation
presented in this chapter are tabulated below
in Table
and are plotted for
in Figure
.
The plot shows that,
according to our simplified model of the computer,
Program
has the best running time for n<4.
However as n increases,
Program
is clearly the fastest of the three
and Program
is the slowest for all values of n.
Figure: Plot of running time vs. n for Programs ,
and
.