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Linear approximation of f(x, y) = x^3 - y^2 at (2, 1) to estimate…

Step by step, with the reason for every step · Tangent planes and linear approximation · Calculus 3

Step by step

The question

Question: use the tangent plane of f(x, y) = x³ − y² at (2, 1) to estimate f(1.9, 1.1).

f(x, y) = x3 − y2

1 Put the point in

First the height of the surface at the point: put x = 2 and y = 1 in.

z0 = 23 − 12

Work out each term.

z0 = 8 − 1

So the surface goes through (2, 1, 7).

z0 = 7

2 The partial derivatives

The plane's two slopes are the partial derivatives at the point.

Term by term.

x³: the power 3 comes down.

The power goes down by 1.

So 3x².

y² has no x: it is a fixed number, so it gives 0.

∂f∂x = 3x2 + 0

Drop the zeros: ∂f/∂x = 3x².

∂f∂x = 3x2

Term by term.

x³ has no y: it is a fixed number, so it gives 0.

y²: the power 2 comes down: −1 times 2 is −2.

The power goes down by 1.

So 2y.

∂f∂y = 0 − 2y

Drop the zeros: ∂f/∂y = −2y.

∂f∂y = −2y

At the point: f_x(2, 1) = 12.

fx(2, 1) = 3(2)2 = 12

At the point: f_y(2, 1) = −2.

fy(2, 1) = −2(1) = −2

3 Write the tangent plane

The rule: z minus z₀ equals the x slope times x minus x₀, plus the y slope times y minus y₀.

z − z0 = fx(x − x0) + fy(y − y0)

Put in the point and the two slopes: 12 for x and −2 for y.

z − 7 = 12(x − 2) − 2(y − 1)

Careful!

Use the slopes at the point, the numbers 12 and −2.

Not the formulas with x and y in them: the plane must be flat.

Careful: the slopes are numbers: fx(2, 1) = 12

What is in front of a bracket multiplies every part inside.

z − 7 = 12x − 24 − 2y + 2

Add 7 on both sides.

So the tangent plane is z = 12x − 2y − 15.

z = 12x − 2y − 15

4 Estimate

Near the point, the surface is almost the plane.

Put x = 1.9 and y = 1.1 into the plane.

f(1.9, 1.1) ≈ 12(1.9) − 2(1.1) − 15

So f(1.9, 1.1) ≈ 5.6.

f(1.9, 1.1) ≈ 5.6

5 Check

Let's check with a picture: the surface near (2, 1, 7).

The orange plane rests on it and touches it at the point.

At the point, the plane gives 7, the height of the surface.

Right!

plane at (2, 1): 12(2) − 2(1) − 15 = 7

Close by, at (1.9, 1.1), the surface is 5.649 and the plane is 5.6.

Almost the same.

Right!

at (1.9, 1.1): surface 5.649, plane 5.6

Let's look back.

First: put the point in.

Then: the partial derivatives.

Then: write the tangent plane.

Then: estimate.

Last: check.

Answer
z = 12x − 2y − 15

Your turn

Try this one yourself, then check:

Use the tangent plane of f(x, y) = 4x3 − y2
Show the answer
f(1.9, 3.1) ≈ 17.6

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