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Michael Corral: Vector Calculus

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72 CHAPTER 2. FUNCTIONS OF SEVERAL VARIABLES<br />

We will often simply write ∂f<br />

∂x and∂f ∂y<br />

instead of∂f (x,y) and∂f<br />

∂x ∂y (x,y).<br />

Example 2.11. Find ∂f<br />

∂x and∂f ∂y for the function f(x,y)= sin(xy2 )<br />

x 2 +1 .<br />

Solution: Treating y as a constant and differentiating f(x,y) with respect to x gives<br />

∂f<br />

∂x = (x2 +1)(y 2 cos(xy 2 ))−(2x) sin(xy 2 )<br />

(x 2 +1) 2<br />

and treating x as a constant and differentiating f(x,y) with respect to y gives<br />

∂f<br />

∂y = 2xy cos(xy2 )<br />

x 2 .<br />

+1<br />

Since both ∂f<br />

∂x and∂f are themselves functions of x and y, we can take their partial<br />

∂y<br />

derivatives with respect to x and y. This yields the higher-order partial derivatives:<br />

∂ 2 f ∂ ( ∂f<br />

)<br />

∂x 2= ∂x ∂x<br />

∂ 2 f<br />

∂y∂x = ∂ ( ∂f<br />

)<br />

∂y ∂x<br />

∂ 3 f ∂ ( ∂ 2 f<br />

)<br />

∂x 3= ∂x ∂x 2<br />

∂ 3 f ∂ ( ∂ 2 f<br />

)<br />

∂y∂x 2= ∂y ∂x 2<br />

∂ 3 f<br />

∂y 2 ∂x = ∂ ( ∂ 2 f<br />

)<br />

∂y ∂y∂x<br />

∂ 3 f<br />

∂x∂y∂x = ∂ ( ∂ 2 f<br />

)<br />

∂x ∂y∂x<br />

∂ 2 f ∂ ( ∂f<br />

)<br />

∂y 2= ∂y ∂y<br />

∂ 2 f<br />

∂x∂y = ∂ ( ∂f<br />

)<br />

∂x ∂y<br />

∂ 3 f ∂ ( ∂ 2 f<br />

)<br />

∂y 3= ∂y ∂y 2<br />

∂ 3 f ∂ ( ∂ 2 f<br />

)<br />

∂x∂y 2= ∂x ∂y 2<br />

∂ 3 f<br />

∂x 2 ∂y = ∂ ∂x<br />

∂ 3 f<br />

∂y∂x∂y = ∂ ∂y<br />

( ∂ 2 f<br />

)<br />

∂x∂y<br />

( ∂ 2 f<br />

)<br />

∂x∂y<br />

.<br />

Example 2.12. Find the partial derivatives ∂f<br />

∂x ,∂f f f ∂ 2 f<br />

∂y ,∂2 ∂x 2,∂2 ∂y 2, ∂y∂x and ∂2 f<br />

∂x∂y<br />

function f(x,y)=e x2y + xy 3 .<br />

for the

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