MATH 2210 - EXAM II REVIEW PROBLEMS 1) Show that f (x, y) = log(x2 + y 2 ) satisfies the Laplace equation ∂2f ∂2f + = 0. ∂x2 ∂y 2 2) The curve (t, t2 , t3 ) lies on the surface z = xy. In particular, the tangent line to the curve at any point lies in the tangent plane to the surface. Verify this statement for t = 1. Solution: A tangent vector at (t, t2 , t3 ) is (1, 2t, 3t2 ). For t = 1 we have a point P = (1, 1, 1) on the curve and v = (1, 2, 3) is a tangent vector. Thus x = 1 + t, y = 1 + 2t and z = 1 + 3t are parametric equations of the tangent line. On the other hand, the tangent plane of the surface z = f (x, y) = xy at a point (x0 , y0 , z0 ), where z0 = f (x0 , y0 ), is z − z0 = a(x − x0 ) + b(y − y0 ) where a and b are the partial derivatives of f (x, y) at (x0 , y0 ). In our case x0 = y0 = z0 = 1, thus z = x + y − 1 is the equation of the tangent plane. Substituting x = 1 + t, y = 1 + 2t and z = 1 + 3t into z = x + y − 1, since 1 + 3t = (1 + t) + (1 + 2t) − 1 for all t, all points on the line are contained in the plane. p 3) Let f (x, y) = x2 − y 2 . Approximate f (1.01, −0.02). Solution: The point here is that (1.01, −0.02) ≈ (1, 0) and f (1, 0) = 1, easy to compute. Around (1, 0) we can approximate f (x, y) with the linear function whose graph is the tangent plane. This function is given by z −1 = a(x−1)+b(y −0) where a and bpare partial derivatives 2 2 of f (x, y) evaluated at (1, 0). Since fx = x/z and fx = −y/z p (z = x − y ) we see that a = 1 and b = 0. Thus p z = x is the linear approximation, so 1.012 − (−0.02)2 ≈ 1.01. My calculator gives 1.012 − (−0.02)2 ≈ 1.009801961. Thus the error of the linear approximation is less than 0.0002 and this is comparable to the square of the distance between (1, 0) and (1.01, −0.02) (=0.0005). √ 4) The directional derivative of a√function f (x, y) at the point (1, 1) is 2 in the direction of the unit vector ( √12 , √12 ), and 5 in the direction of the unit vector ( √15 , √25 ). Find the gradient of the function f (x, y) at the point (1, 1). 5) Find and determine the nature of all critical points of the function f (x, y) = 2x4 −x2 +3y 2 . 6) Sand is pouring onto a conical pile in such a way that at a certain instant the height is 100 inches and increasing at 3 inches per minute and the radius is 40 inches and increasing at 2 inches per minute. How fast is the volume increasing at that instant? 1 2 MATH 2210 - EXAM II REVIEW PROBLEMS Solution: Let r be the radius of the base of the cone, and h the height of the cone. Then the volume of the cone is V = 31 πr2 h i.e. the volume is a function of r and h. In the situation at hand, r and h (and therefore V ) are functions of time t. The chain rule gives dV ∂V dh ∂V dr 1 dh 2 dr = · + · = πr2 · + πrh · . dt ∂h dt ∂r dt 3 dt 3 dt We are given that dh/dt = 3 and dr/dt = 2 at a certain instant when h = 100 and r = 40. Thus, at that instant, the volume of the cone increases dV 1 2 = π · 402 · 3 + π · 40 · 100 · 2. dt 3 3 cubic inches per minute.