Calculus · real student question

Use the local linear approximation of f(x) = the cube root of (64 + x) at x = 0 to approximate the cube root of 62.5, and compare the estimate with the exact value.

Question

Use the local linear approximation of

f(x)=64+x3f(x)=\sqrt[3]{64+x}

at x0=0x_0=0 to approximate 62.53\sqrt[3]{62.5}, and compare the result with the exact value.

Step-by-step solution

  1. Understand why the function is written as 64+x3\sqrt[3]{64+x} rather than x3\sqrt[3]{x}. Linear approximation is only accurate near the base point, and it is only useful when the base point is somewhere you can evaluate exactly. Here 6464 is a perfect cube, and 62.562.5 is close to it, so shifting the variable puts the base point at x0=0x_0=0 with f(0)=643=4f(0)=\sqrt[3]{64}=4 known exactly.

  2. Differentiate and evaluate the derivative at the base point. Writing f(x)=(64+x)1/3f(x)=(64+x)^{1/3},

    f(x)=13(64+x)2/3=13(64+x)23f'(x)=\frac13(64+x)^{-2/3}=\frac{1}{3\sqrt[3]{(64+x)^2}}

    f(0)=13642/3=1316=148f'(0)=\frac{1}{3\cdot 64^{2/3}}=\frac{1}{3\cdot 16}=\frac{1}{48}

  3. Write down the linearisation. The tangent line at x0=0x_0=0 is

    L(x)=f(0)+f(0)(x0)=4+x48L(x)=f(0)+f'(0)(x-0)=4+\frac{x}{48}

    This says: a small change xx in the radicand changes the cube root by roughly x/48x/48. The factor 1/481/48 is the whole content of the approximation.

  4. Choose the input that produces the requested number. We need 64+x=62.564+x=62.5, so

    x=1.5x=-1.5

    62.53L(1.5)=4+1.548=40.03125=3.96875=12732\sqrt[3]{62.5}\approx L(-1.5)=4+\frac{-1.5}{48}=4-0.03125=3.96875=\frac{127}{32}

  5. Compare with the exact value.

    62.53=3.968503\sqrt[3]{62.5}=3.968503\ldots

    absolute error=3.968753.968503=0.000247,relative error0.0062%\text{absolute error}=3.96875-3.968503=0.000247,\qquad\text{relative error}\approx 0.0062\%

    Six significant figures of agreement in the first four digits from one derivative evaluation.

  6. Explain the direction of the error, which is not an accident. Differentiating again,

    f(x)=29(64+x)5/3<0f''(x)=-\frac{2}{9}(64+x)^{-5/3}<0

    so ff is concave down near x=0x=0 and its graph lies below every tangent line. The linear estimate must therefore be an overestimate — and indeed 3.96875>3.9685033.96875>3.968503. The same reasoning predicts the error grows like 12f(0)x2\tfrac12|f''(0)|x^2, roughly 0.000240.00024 for x=1.5x=-1.5, matching the observed error almost exactly.

Answer

L(x)=4+x48,62.53L(1.5)=3.96875  (exact 3.968503)L(x)=4+\frac{x}{48},\qquad \sqrt[3]{62.5}\approx L(-1.5)=3.96875\;(\text{exact }3.968503\ldots)

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