The Gradient and Directional Derivative - (12.6)
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1 Te Gradient and Directional Deriatie - (.6). Directional Deriaties Definition: Te directional deriatie of f x,y at te point a,b andintedirectionofteunit ector u u,u, denoted as D u f a,b, is defined by proided te limit exists. Note tat If u, 0, and if u 0,, f a u,b u f a,b f a,b f a,b f a,b f a,b f x a,b f y a,b If D u f a,b 0, ten f x,y is increasing at a,b in te direction u. If D u f a,b 0, ten f x,y is decreasing at a,b in te direction u. Property: Suppose tat f is differentiable at a,b and u u, u is any unit ector. Ten D u f a,b f x a,b u f y a,b u f x a,b, f y a,b u, u. Let g f a u,b u. Ten g 0 f a,b. So, f a u,b u f a,b g g 0 lim g 0 Let x a u, y b u. g f x dx d f dy y d f x a u,b u u f y a u,b u u g 0 f x a,b u f y a,b u. In a similar way, we can derie te directional deriatie of f x,y,z at a,b,c and in te unit direction u u, u, u D u f a,b,c f x a,b,c u f y a,b,c u f z a,b,c u f x a,b,c, f y a,b,c, f z a,b,c u, u, u. In wic direction u, isd u f a,b,c te largest (te smallest)? Recall: u u cos were 0. Hence, u is te largest if u (te smallest if u ). Tat is, D u f a,b,c is te largest (te smallest) along te direction u (u ) were f x a,b,c, f y a,b,c, f z a,b,c. Example Let f x,y x y y. Find D u f, were a. u,
2 b. d, c. u is in te direction from te point, to,0. f x x,y x f y x,y x y, f x, f y, 8 a. D u f, 8 b. u,, D u f, 8 0 c. d,, d, u, D u f, Example Let te temperature at point x,y,z is gien by T x,y,z 8 z 00 e x y in degrees y x y x0 - - Grap of T x,y,0 8 e x y Grap of T x,y, e a. Find te temperature at 0,0,0 and at,,0. T 0,0,0 8 0 e 0 86, T,, e 8 e b. Find all points at wic te temperature is 87 degrees. rcos t,rsin t,00 e r
3 T x,y,z 90 8 z 00 e x y 87 sole for z in terms of x,y z 00 e x y z 00 e x y e x y z 00 z 00 e x y Te temperatures at all ordered pairs: x,y,z on te surface are z t 0r c. Find te rate of cange of te temperature at,,0 in te direction to te point.,., 60. d.,., 60,,0 0.,0.,0, u d d ,0., ,0.,0 T x,y,z 8 00 z y e x T x x,y,z x 00 z y e x, T x,,0 e e T y x,y,z y 00 z y e x, T y,,0 e e T z x,y,z 00 y e x, T z,,0 00 D u f,,0 e, e, ,0., e d. Find te direction from te point,0,99 in wic te temperature increases most rapidly. T x,0, e e, T y,0,99 0, T z,0,99 00 e,0, 00 e, u e 00 e u 00 7 e,0, 00 7 e e,0, 00 e. Gradients Definition: Te gradient of f x,y is te ector-alued function, denoted by f x,y, is defined by f x,y f x x,y, f y x,y proided partial deriaties exist.
4 D u f x,y f x x,y u f y x,y u f x x,y, f y x,y u, u f x,u u f x,y u cos f x,y cos Note tat Since cos, f x,y D u f x,y f x,y f x,y increases te most at a,b along te direction u f x,y and decreases tat f x,y most along te direction u f x,y. f x,y Let r t x t, y t be a parametric representation of te leel cure: f x,y f a,b. Obsere tat d dt f x t, y t dt d f a,b. f x a,b dx f dy dt y a,b 0 f x a,b, f y a,b dx dy, f a,b r t 0. dt dt dt So, te gradient ector at a,b is perpendicular to te tangent ector of te leel cure at a,b. Example Find te maximum and minimum rates of cange of f x,y x y at,. Know tat f x,y x,8y, f,, and f, Te maximum rate of cange of f x,y at, is and te minimum rate of cange is. Example Let f x,y x y. Sketc te leel cures: f x,y, and f x,y and te gradients of f at,,,,, and,. Sketc in te pat of steepest decent from,. f x,y x y f x,y x y Te pat will be graped on te board. y t - -. Tangent Planes and Normal Lines to a Surface Let f x,y,z be a differentiable function and a,b,c be a point in te domain of f. Consider te leel surface: f x,y,z f a,b,c
5 Let r u, x u,, y u,, z u, be a parametric representation of te leel surface. Obsere tat f u f x a,b,c x u f y a,b,c y u f z a,b,c z u f a,b,c x u, y u, z u f a,b,c r u 0 f f x a,b,c x f y a,b,c y f z a,b,c z f a,b,c x, y, z f a,b,c r 0 So, f a,b,c is perpendicular to te plane containing ectors r u and r wic is te tangent plane of te surface at a,b,c.. Hence, f a,b,c is a normal ector of te tangent plane at a,b,c and te tangent plane can be defined as: f x a,b,c x a f y a,b,c y b f z a,b,c z c 0. Te line in te direction of f a,b,c is called te normal line of te surface at a,b,c and is defined as: r t a f x a,b,c t, b f y a,b,c t, c f z a,b,c t, t. or x a f x a,b,c t, y b f y a,b,c t, z c f z a,b,c t. Note: For leel cures: f x,y f a,b, we can consider te equation: z f x,y or f x,y z 0. Ten f x,y z z and te normal ector is: f x a,b, f y a,b,. Example Find te equation of te tangent plane and normal line of te surface f x,y,z x ye z at,,0. f x 8xye z f x,,0 6 f y x e z f z x y e z, f y,,0 f z,,0 6 Te tangent plane at,,0 : 6 x y 6z 0 Te normal line at,,0 : r t 6t, t, 6t, t Example Find all points at wic te tangent plane to te surface z cosxsiny is parallel to te xy plane. Let F x,y,z cosxsiny z. Te tangent plane at a point a,b,c on te surface is parallel to te xy plane if its normal ector F a,b,c is in te direction k,tatis, F a,b,c 0,0,. F x,y,z sinxsiny, cosxcosy, 0,0, sinxsiny 0,, sinx 0, or siny 0 and cosx 0, or cosy 0 cosxcosy 0 x n or y n, weren 0,,,... and x m,ory m were m,,... x n were n 0,,,... y m were m,,... z, x m were n,,... y n were m 0,,,... z 0 x,y,z ; or
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