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Increment Theorem for Two Variables

We shall now state the Increment Theorem. It shows that Δz is very close to dz.

INCREMENT THEOREM FOR TWO VARIABLES

Suppose z = f(x, y) is smooth at (a, b). Let Δx and Δy be infinitesimal. Then

Δz = dz + ε1 Δx + ε2 Δy

for some infinitesimals ε1 and ε2 which depend on Δx and Δy.

Before proving the Increment Theorem, let us check it for Examples 1 and 2.

Example 1 (Continued)

Example 2 (Continued)

PROOF OF THE INCREMENT THEOREM

We break Δz into two parts by going first from (a, b) to (a + Δx, b) and then from (a + Δx, b) to (a + Δx, b + Δy), as shown in Figure 11.4.3,

11_partial_differentiation-224.gif

Figure 11.4.3

Δz = [f(a + Δx,b + Δy) - f(a + Δx, b)] + [f(a + Δx, b) - f(a, b)].

Our plan is as follows. First, we regard f(a, b) as a one-variable function of a and show that

(1)

f(a + Δx, b) - f(a, b) = fx(a, b) Δx + ε1 Δx

for some infinitesimal ε1. Second, we regard f(a + Δx, b) as a one-variable function of b and show that

(2)

f(a + Δx,b + Δy) - f(a + Δx, b) = fy(a, b) Δy + ε2 Δy

for some infinitesimal ε2.

Once Equations 1 and 2 are established the proof will be complete because by adding Equations 1 and 2 we get the desired result

Δz = fx(a, b) Δx + fy(a, b) Δy + ε1 Δx + ε2 Δy = dz + ε1 Δx + ε2 Δy.

Equation 1 follows at once from the one-variable Increment Theorem since fx(a, b) exists.

We now prove Equation 2. We regard f(a + Δx, y) as a one-variable function of y. For all y between b and b + Δy, the point (a + Δx, y) is infinitely close to (a, b), so fy(a + Δx, y) is defined. By the one-variable Mean Value Theorem on the interval [b, b + Δy], there is a y1 between b and b + Δy such that

11_partial_differentiation-225.gif

Since fy is continuous at (a, b),

fy(a + Δx, y1) =fy (a, b) + ε2, where ε2 is infinitesimal.

Then

11_partial_differentiation-226.gif = fy(a, b) + ε2,

and Equation 2 follows.


Last Update: 2010-11-25