How to Find the Second-Order Approximation of f(x) = x^(1/3) at x = 1 and Error Estimation

大学数学

In this article, we will guide you through solving the problem of finding the second-order approximation of the function f(x) = x^(1/3) at x = 1, and then using it to approximate the value of (1.1)^(1/3). Additionally, we will explain how to evaluate the error involved in this approximation. We will address common mistakes and provide the correct steps to follow in this type of problem.

Step 1: Find the Second-Order Approximation

To begin, let’s recall the formula for the second-order Taylor expansion of a function at a point x = a:

f(x) ≈ f(a) + f'(a)(x – a) + (f”(a)/2)(x – a)^2

For f(x) = x^(1/3), we need to find the function value, the first derivative, and the second derivative evaluated at x = 1. Let’s calculate each step:

  • f(1) = 1^(1/3) = 1
  • f'(x) = (1/3)x^(-2/3), so f'(1) = (1/3)(1^(-2/3)) = 1/3
  • f”(x) = (-2/9)x^(-5/3), so f”(1) = (-2/9)(1^(-5/3)) = -2/9

Substitute these values into the second-order Taylor expansion to get the approximation:

f(x) ≈ 1 + (1/3)(x – 1) – (1/9)(x – 1)^2

This is the second-order approximation for f(x) at x = 1.

Step 2: Approximate f(1.1) Using the Second-Order Approximation

Now, we can use this second-order approximation to estimate the value of f(1.1), which is (1.1)^(1/3). Substitute x = 1.1 into the second-order approximation:

f(1.1) ≈ 1 + (1/3)(1.1 – 1) – (1/9)(1.1 – 1)^2

f(1.1) ≈ 1 + (1/3)(0.1) – (1/9)(0.1)^2

f(1.1) ≈ 1 + 0.0333 – 0.0011 ≈ 1.0344

This gives us the approximate value of (1.1)^(1/3) ≈ 1.0344.

Step 3: Error Estimation

To estimate the error, we need to calculate the remainder term in the Taylor series expansion. The remainder term for a second-order approximation is given by:

R(x) = (f”'(c)/6)(x – a)^3

for some value c between a and x. To compute the error, we need to find the third derivative of f(x):

  • f”'(x) = (10/27)x^(-8/3), so f”'(1) = 10/27

Using the formula for the remainder term, we can estimate the error:

R(1.1) = (10/27)(1.1 – 1)^3 / 6 = (10/27)(0.1)^3 / 6 ≈ 0.00000617

Thus, the error in our approximation is approximately 0.00000617.

Step 4: Conclusion

To summarize, the second-order approximation for f(x) = x^(1/3) at x = 1 is:

f(x) ≈ 1 + (1/3)(x – 1) – (1/9)(x – 1)^2

Using this approximation, we estimated that (1.1)^(1/3) ≈ 1.0344. The error in this approximation is approximately 0.00000617. By following the steps outlined above, you can solve similar problems and evaluate the accuracy of your approximations.

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