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 .