Compute two iterations for the function f(x) = x3 – 5x + 1 = 0 using the secant method, in which the real roots of the equation f(x) lies in the interval (0, 1).
Question
Compute two iterations for the function f(x) = x3 – 5x + 1 = 0 using the secant method, in which the real roots of the equation f(x) lies in the interval (0, 1).
Solution
Sure, let's solve this step by step.
The secant method is a root-finding algorithm that uses a succession of roots of secant lines to better approximate a root of a function f. The secant method can be thought of as a finite-difference approximation of Newton's method.
The formula for the secant method is:
x[n] = x[n-1] - f(x[n-1]) * (x[n-1] - x[n-2]) / (f(x[n-1]) - f(x[n-2]))
Given the function f(x) = x^3 - 5x + 1 and the interval (0, 1), we'll start with two initial points x[0] = 0 and x[1] = 1.
First, let's calculate f(x[0]) and f(x[1]):
f(x[0]) = (0)^3 - 5*(0) + 1 = 1 f(x[1]) = (1)^3 - 5*(1) + 1 = -3
Now, let's calculate x[2] using the secant method formula:
x[2] = x[1] - f(x[1]) * (x[1] - x[0]) / (f(x[1]) - f(x[0])) = 1 - (-3) * (1 - 0) / (-3 - 1) = 1 - (-3) / -4 = 1 - 0.75 = 0.25
Now, we'll calculate f(x[2]):
f(x[2]) = (0.25)^3 - 5*(0.25) + 1 = -0.578125
Now, let's calculate x[3] using the secant method formula:
x[3] = x[2] - f(x[2]) * (x[2] - x[1]) / (f(x[2]) - f(x[1])) = 0.25 - (-0.578125) * (0.25 - 1) / (-0.578125 - (-3)) = 0.25 - (-0.578125) * (-0.75) / 2.421875 = 0.25 - 0.1796875 = 0.0703125
So, after two iterations of the secant method, we have x[2] = 0.25 and x[3] = 0.0703125.
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