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"" 0 "" {TEXT -1 13 "Suppose that " }{TEXT 260 1 "D" }{TEXT -1 12 " in space ( " }{XPPEDIT 18 0 "R^3" "6#*$%\"RG\"\"$" }{TEXT -1 45 " ) is the domain of the real-valued function " }{TEXT 261 1 "G" } {TEXT -1 16 " . That is, G: " }{XPPEDIT 18 0 "D->R^3" "6#R6#%\"DG7\"6 $%)operatorG%&arrowG6\"*$%\"RG\"\"$F*F*F*" }{TEXT -1 8 " . If " } {XPPEDIT 18 0 "L[c]" "6#&%\"LG6#%\"cG" }{TEXT -1 20 " is the subset o f " }{TEXT 262 1 "D" }{TEXT -1 12 " for which " }{TEXT 263 12 "G(x,y ,z) = c" }{TEXT -1 9 " , then " }{XPPEDIT 18 0 "L[c]" "6#&%\"LG6#%\"c G" }{TEXT -1 31 " is a level surface of or for " }{TEXT 264 1 "G" } {TEXT -1 19 " for the constant " }{TEXT 265 1 "c" }{TEXT -1 21 " . F or example, if " }{XPPEDIT 18 0 "G(x,y,z)=x^2+y^2+z^2" "6#/-%\"GG6%% \"xG%\"yG%\"zG,(*$F'\"\"#\"\"\"*$F(F,F-*$F)F,F-" }{TEXT -1 7 " and \+ " }{XPPEDIT 18 0 "c=9" "6#/%\"cG\"\"*" }{TEXT -1 9 " , then " } {XPPEDIT 18 0 "L[9]" "6#&%\"LG6#\"\"*" }{TEXT -1 74 " is the sphere o f radius 3 centered at the origin. Different values of " }{TEXT 266 1 "c" }{TEXT -1 49 " produce different spheres as level surfaces of \+ " }{TEXT 267 1 "G" }{TEXT -1 32 " . Thus, for a given function " } {TEXT 268 1 "G" }{TEXT -1 13 " and value " }{XPPEDIT 18 0 "c" "6#%\" cG" }{TEXT -1 28 " we may define a surface " }{XPPEDIT 18 0 "Sigma " "6#%&SigmaG" }{TEXT -1 6 " as " }{XPPEDIT 18 0 "L[c]" "6#&%\"LG6#% \"cG" }{TEXT -1 23 " . Now suppose that " }{XPPEDIT 269 0 "alpha" " 6#%&alphaG" }{TEXT -1 24 "(t) is a space curve in " }{TEXT 270 1 "S" } {TEXT -1 14 " . That is, " }{XPPEDIT 271 0 "alpha" "6#%&alphaG" } {TEXT -1 2 ": " }{XPPEDIT 18 0 "[a,b]->Sigma" "6#R6#7$%\"aG%\"bG7\"6$% )operatorG%&arrowG6\"%&SigmaGF,F,F," }{TEXT -1 14 " . Suppose " } {XPPEDIT 272 0 "alpha" "6#%&alphaG" }{TEXT -1 6 "(t) = " }{TEXT 273 17 "" }{TEXT -1 2 " ." }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" {TEXT -1 50 "By the nature of our assu mptions, the composition " }{TEXT 274 1 "G" }{TEXT -1 1 "(" }{XPPEDIT 275 0 "alpha" "6#%&alphaG" }{TEXT -1 1 "(" }{TEXT 276 1 "t" }{TEXT -1 16 ")) = c for each " }{TEXT 277 1 "t" }{TEXT -1 120 " . The overall \+ effect of our composition function is that the function is a constant. It only assumes one value, c . " }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 24 "Thus the derivative of " }{TEXT 329 1 "G" }{TEXT -1 1 "(" } {XPPEDIT 257 0 "alpha" "6#%&alphaG" }{TEXT -1 1 "(" }{TEXT 331 1 "t" } {TEXT -1 20 ")) with respect to " }{TEXT 332 1 "t" }{TEXT -1 44 " is 0 . The chain rule thus tells us that" }}}{EXCHG {PARA 267 "" 0 "" {TEXT -1 6 " " }{XPPEDIT 18 0 "G[x]" "6#&%\"GG6#%\"xG" }{TEXT -1 1 "(" }{XPPEDIT 256 0 "alpha" "6#%&alphaG" }{TEXT -1 1 "(" }{TEXT 334 1 "t" }{TEXT -1 3 ")) " }{TEXT 336 3 "f '" }{TEXT -1 1 "(" }{TEXT 335 1 "t" }{TEXT -1 7 ") + " }{XPPEDIT 18 0 "G[y];" "6#&%\"GG6#%\"yG" } {TEXT -1 1 "(" }{XPPEDIT 256 0 "alpha" "6#%&alphaG" }{TEXT -1 1 "(" } {TEXT 338 1 "t" }{TEXT -1 3 ")) " }{TEXT 340 2 "g'" }{TEXT -1 1 "(" } {TEXT 339 1 "t" }{TEXT -1 6 ") + " }{XPPEDIT 18 0 "G[z];" "6#&%\"GG6 #%\"zG" }{TEXT -1 1 "(" }{XPPEDIT 256 0 "alpha" "6#%&alphaG" }{TEXT -1 1 "(" }{TEXT 342 1 "t" }{TEXT -1 3 ")) " }{TEXT 344 2 "h'" }{TEXT -1 1 "(" }{TEXT 343 1 "t" }{TEXT -1 13 ") = 0 " }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 59 "But this can be rewritten using gradient \+ and dot product as" }}}{EXCHG {PARA 268 "" 0 "" {TEXT -1 5 " " } {TEXT 347 4 "grad" }{TEXT -1 3 " G(" }{XPPEDIT 256 0 "alpha" "6#%&alph aG" }{TEXT -1 1 "(" }{TEXT 346 1 "t" }{TEXT -1 6 ")) \267 " } {XPPEDIT 256 0 "alpha" "6#%&alphaG" }{TEXT -1 2 "'(" }{TEXT 350 1 "t" }{TEXT -1 14 ") = 0 " }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 85 "R ecall that when the dot product is zero, we know that the vectors are \+ perpendicular." }}}{EXCHG {PARA 0 "" 0 "" {TEXT 292 12 "Conclusion: " }{TEXT -1 18 " The gradient at " }{XPPEDIT 18 0 "X[0]" "6#&%\"XG6#\" \"!" }{TEXT -1 4 " , " }{TEXT 293 4 "grad" }{TEXT -1 1 " " }{TEXT 294 1 "G" }{TEXT -1 3 " ( " }{XPPEDIT 18 0 "X[0]" "6#&%\"XG6#\"\"!" } {TEXT -1 47 " ), is orthogonal to every tangent vector (at " } {XPPEDIT 18 0 "X[0]" "6#&%\"XG6#\"\"!" }{TEXT -1 26 " ) of the level s urface of" }{TEXT 295 4 " G " }{TEXT -1 16 " that contains " } {XPPEDIT 18 0 "X[0]" "6#&%\"XG6#\"\"!" }{TEXT -1 70 " . The gradient \+ vector at a point is normal to the level surface of " }{TEXT 296 1 "G " }{TEXT -1 27 " that contains the point.\n" }}}{EXCHG {PARA 0 "" 0 " " {TEXT -1 99 "This makes it easy to find the equation of a tangent pl ane to a level surface for the point where " }{XPPEDIT 18 0 "t=t[0]" "6#/%\"tG&F$6#\"\"!" }{TEXT -1 8 " . If " }{TEXT 300 4 "grad" } {TEXT -1 1 " " }{TEXT 297 1 "G" }{TEXT -1 1 "(" }{XPPEDIT 298 0 "alpha " "6#%&alphaG" }{TEXT -1 1 "(" }{TEXT 299 1 "t" }{TEXT -1 7 ")) = < " }{XPPEDIT 18 0 "m[1]" "6#&%\"mG6#\"\"\"" }{TEXT -1 2 ", " }{XPPEDIT 18 0 "m[2]" "6#&%\"mG6#\"\"#" }{TEXT -1 3 " , " }{XPPEDIT 18 0 " m[3] " "6#&%\"mG6#\"\"$" }{TEXT -1 6 " > , " }{XPPEDIT 301 0 "alpha" "6#%& alphaG" }{TEXT -1 2 "( " }{XPPEDIT 18 0 "t[0]" "6#&%\"tG6#\"\"!" } {TEXT -1 7 " ) = < " }{XPPEDIT 18 0 "x[0]" "6#&%\"xG6#\"\"!" }{TEXT -1 3 " , " }{XPPEDIT 18 0 "y[0]" "6#&%\"yG6#\"\"!" }{TEXT -1 3 " , " } {XPPEDIT 18 0 "z[0]" "6#&%\"zG6#\"\"!" }{TEXT -1 5 " > = " }{XPPEDIT 302 0 "X[0]" "6#&%\"XG6#\"\"!" }{TEXT -1 8 " , and " }{XPPEDIT 304 0 "X" "6#%\"XG" }{TEXT 305 1 " " }{TEXT -1 5 " = < " }{TEXT 303 7 "x, y, z" }{TEXT -1 51 " > , then the equation of the tangent plane becomes " }}}{EXCHG {PARA 259 "" 0 "" {TEXT -1 2 " " }{TEXT 311 4 "grad" } {TEXT -1 1 " " }{TEXT 308 1 "G" }{TEXT -1 1 "(" }{XPPEDIT 309 0 "alpha " "6#%&alphaG" }{TEXT -1 1 "(" }{TEXT 310 1 "t" }{TEXT -1 7 ")) \267 ( " }{XPPEDIT 306 0 "X - X[1]" "6#,&%\"XG\"\"\"&F$6#F%!\"\"" }{TEXT 307 1 " " }{TEXT -1 8 ") = 0" }}}{EXCHG {PARA 260 "" 0 "" {TEXT -1 4 " < " }{XPPEDIT 18 0 "m[1]" "6#&%\"mG6#\"\"\"" }{TEXT -1 2 ", " } {XPPEDIT 18 0 "m[2]" "6#&%\"mG6#\"\"#" }{TEXT -1 3 " , " }{XPPEDIT 18 0 " m[3]" "6#&%\"mG6#\"\"$" }{TEXT -1 9 " > \267 < " }{XPPEDIT 18 0 "x-x[0]" "6#,&%\"xG\"\"\"&F$6#\"\"!!\"\"" }{TEXT -1 3 " , " }{XPPEDIT 18 0 "y-y[0] " "6#,&%\"yG\"\"\"&F$6#\"\"!!\"\"" }{TEXT -1 3 " , " } {XPPEDIT 18 0 "z-z[0]" "6#,&%\"zG\"\"\"&F$6#\"\"!!\"\"" }{TEXT -1 10 " > = 0 " }}}{EXCHG {PARA 261 "" 0 "" {TEXT -1 6 " or " }{XPPEDIT 18 0 "m[1](x-x[0])+m[2](y-y[0])+m[3](z-z[0])=0" "6#/,(-&%\"mG6#\"\"\"6 #,&%\"xGF)&F,6#\"\"!!\"\"F)-&F'6#\"\"#6#,&%\"yGF)&F76#F/F0F)-&F'6#\"\" $6#,&%\"zGF)&F@6#F/F0F)F/" }{TEXT -1 1 " " }}}{EXCHG {PARA 0 "" 0 "" {TEXT 312 8 "Example:" }{TEXT -1 82 " It is important to see the cons istency between this section and the case where " }{XPPEDIT 18 0 "z=f (x,y)" "6#/%\"zG-%\"fG6$%\"xG%\"yG" }{TEXT -1 9 " . Let " }{TEXT 313 1 "G" }{TEXT -1 17 " be defined as " }{XPPEDIT 18 0 "G(x,y,z)=f( x,y)-z" "6#/-%\"GG6%%\"xG%\"yG%\"zG,&-%\"fG6$F'F(\"\"\"F)!\"\"" } {TEXT -1 15 " and suppose " }{XPPEDIT 18 0 "z[0]=f(x[0],y[0])" "6#/& %\"zG6#\"\"!-%\"fG6$&%\"xG6#F'&%\"yG6#F'" }{TEXT -1 4 " , " } {XPPEDIT 18 0 "f[x](x[0],y[0])=m[1]" "6#/-&%\"fG6#%\"xG6$&F(6#\"\"!&% \"yG6#F,&%\"mG6#\"\"\"" }{TEXT -1 4 " , " }{XPPEDIT 18 0 "f[y](x[0],y [0])=m[2]" "6#/-&%\"fG6#%\"yG6$&%\"xG6#\"\"!&F(6#F-&%\"mG6#\"\"#" } {TEXT -1 8 " , and " }{XPPEDIT 18 0 "X[0]=(x[0],y[0],z[0])" "6#/&%\"X G6#\"\"!6%&%\"xG6#F'&%\"yG6#F'&%\"zG6#F'" }{TEXT -1 8 " . Then" }}} {EXCHG {PARA 262 "" 0 "" {TEXT -1 3 " " }{TEXT 314 6 "grad G" } {TEXT -1 1 "(" }{XPPEDIT 18 0 "X[0])" "6#&%\"XG6#\"\"!" }{TEXT -1 6 ") = < " }{XPPEDIT 18 0 "G[x](X[0]" "6#-&%\"GG6#%\"xG6#&%\"XG6#\"\"!" } {TEXT -1 3 " , " }{XPPEDIT 18 0 "G[y](X[0])" "6#-&%\"GG6#%\"yG6#&%\"XG 6#\"\"!" }{TEXT -1 3 " , " }{XPPEDIT 18 0 "G[z](X[0]" "6#-&%\"GG6#%\"z G6#&%\"XG6#\"\"!" }{TEXT -1 7 " > = < " }{XPPEDIT 18 0 "f[x](x[0],y[0] )" "6#-&%\"fG6#%\"xG6$&F'6#\"\"!&%\"yG6#F+" }{TEXT -1 3 " , " } {XPPEDIT 18 0 "f[y](x[0],y[0])" "6#-&%\"fG6#%\"yG6$&%\"xG6#\"\"!&F'6#F ," }{TEXT -1 3 " , " }{XPPEDIT 18 0 "-1" "6#,$\"\"\"!\"\"" }{TEXT -1 8 " > = < " }{XPPEDIT 18 0 "m[1]" "6#&%\"mG6#\"\"\"" }{TEXT -1 2 ", \+ " }{XPPEDIT 18 0 "m[2]" "6#&%\"mG6#\"\"#" }{TEXT -1 3 " , " }{XPPEDIT 18 0 "-1" "6#,$\"\"\"!\"\"" }{TEXT -1 1 ">" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 13 "The vector < " }{XPPEDIT 18 0 "m[1]" "6#&%\"mG6#\"\"\"" } {TEXT -1 2 ", " }{XPPEDIT 18 0 "m[2]" "6#&%\"mG6#\"\"#" }{TEXT -1 3 " \+ , " }{XPPEDIT 18 0 "-1" "6#,$\"\"\"!\"\"" }{TEXT -1 5 "> = " } {XPPEDIT 315 0 "N[1]" "6#&%\"NG6#\"\"\"" }{TEXT 316 1 " " }{TEXT -1 187 " is exactly the normal vector that we used to establish the equa tion for the tangent plane in the previous section and we repeat that \+ process here. The equation for the tangent plane is" }}}{EXCHG {PARA 263 "" 0 "" {TEXT -1 4 " " }{XPPEDIT 319 0 "N[1] " "6#&%\"NG6#\"\" \"" }{TEXT -1 5 " \267 ( " }{XPPEDIT 317 0 "X - X[1]" "6#,&%\"XG\"\"\" &F$6#F%!\"\"" }{TEXT 318 1 " " }{TEXT -1 24 ") = 0 which implies " }}}{EXCHG {PARA 264 "" 0 "" {TEXT -1 2 " " }{XPPEDIT 18 0 "m[1](x-x [0] )+ m[2](y-y[0])-(z-z[0]) = 0" "6#/,(-&%\"mG6#\"\"\"6#,&%\"xGF)&F,6 #\"\"!!\"\"F)-&F'6#\"\"#6#,&%\"yGF)&F76#F/F0F),&%\"zGF)&F;6#F/F0F0F/" }{TEXT -1 24 " which in turn implies" }}}{EXCHG {PARA 265 "" 0 "" {TEXT -1 3 " " }{XPPEDIT 18 0 "z-z[0]=m[1](x-x[0]) + m[2](y-y[0])" " 6#/,&%\"zG\"\"\"&F%6#\"\"!!\"\",&-&%\"mG6#F&6#,&%\"xGF&&F26#F)F*F&-&F. 6#\"\"#6#,&%\"yGF&&F;6#F)F*F&" }{TEXT -1 2 " " }}}{EXCHG {PARA 0 "" 0 "" {TEXT 320 15 "Maple Example: " }{TEXT -1 78 " Use Maple to find a n equation of the plane tangent to the level surface of " }{XPPEDIT 18 0 "G(x,y.z)=(2*x^2+4*y^2+6*z^2+x*y+y*z)/36" "6#/-%\"GG6$%\"xG-%\".G 6$%\"yG%\"zG*&,,*&\"\"#\"\"\"*$F'F0F1F1*&\"\"%F1*$F+F0F1F1*&\"\"'F1*$F ,F0F1F1*&F'F1F+F1F1*&F+F1F,F1F1F1\"#O!\"\"" }{TEXT -1 18 " that cont ains " }{XPPEDIT 18 0 "X[0]=(1,2,3)" "6#/&%\"XG6#\"\"!6%\"\"\"\"\"#\" \"$" }{TEXT -1 27 " . Plot the surface near " }{XPPEDIT 18 0 "X[0]" "6#&%\"XG6#\"\"!" }{TEXT -1 40 " , the tangent plane, and the gradien t." }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 41 "with(linalg): with(pl ots): with(student):" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 44 "x0: =1: y0:=2: z0:=3: X0:=vector([x0,y0,z0]);" }}}{EXCHG {PARA 0 "> " 0 " " {MPLTEXT 1 0 43 "G:=(x,y,z)->(2*x^2+4*y^2+6*z^2+x*y+y*z)/36;" }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 15 "K:=G(x0,y0,z0);" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 30 "gradG:=grad(G(x,y,z),[x,y,z]);" }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 34 "N:=subs(x=x0,y=y0,z=z0,op(gr adG));" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 19 "X:=vector([x,y,z] ):" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 48 "tplane1:=evalm(innerp rod(N,X)=innerprod(N,X0));\n" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 59 "O bviously, tplane1 is an equation for the tangent plane at " }{XPPEDIT 18 0 "X[0]" "6#&%\"XG6#\"\"!" }{TEXT -1 3 " ." }}}{EXCHG {PARA 0 "> \+ " 0 "" {MPLTEXT 1 0 22 "zee:=solve(tplane1,z);" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 58 "Now let\222s set up the plots, including labels for \+ the axes." }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 44 "tplane:=plot3d (zee,x=0..2,y=1..3,color=red):" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 67 "graphG:=implicitplot3d(G(x,y,z)=K,x=0..2,y=0..3,z=2..4,color=c yan):" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 46 "xaxis:=spacecurve( [t,0,0],t=0..3,color=black):" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 46 "yaxis:=spacecurve([0,t,0],t=0..3,color=black):" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 46 "zaxis:=spacecurve([0,0,t],t=0..5,color=bl ack):" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 50 "Nvec:=spacecurve(e valm(X0+t*N),t=0..1,color=blue):" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 47 "xlabel:=textplot3d([3,-.3,.2,'x'],color=black):" }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 47 "ylabel:=textplot3d([-.3,3,.3 ,'y'],color=black):" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 60 "disp lay(tplane,graphG,xaxis,yaxis,zaxis,Nvec,xlabel,ylabel);" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" {TEXT 321 14 "C3M5b Pr oblem:" }{TEXT -1 9 " Given: " }{XPPEDIT 18 0 "G(x,y,z)=x^2+y+z^2-3" "6#/-%\"GG6%%\"xG%\"yG%\"zG,**$F'\"\"#\"\"\"F(F-*$F)F,F-\"\"$!\"\"" } {TEXT -1 9 " and " }{XPPEDIT 18 0 "X[0]=(1,1,1)" "6#/&%\"XG6#\"\"! 6%\"\"\"F)F)" }{TEXT -1 2 " ." }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 38 " (a) Use Maple to find the gradient of " }{TEXT 322 3 " G " }{TEXT -1 5 " at " }{XPPEDIT 18 0 "X[0]" "6#&%\"XG6#\"\"!" }{TEXT -1 65 " and \+ an equation for the tangent plane to the level surface of " }{TEXT 323 1 "G" }{TEXT -1 17 " that contains " }{XPPEDIT 18 0 "X[0]" "6#&% \"XG6#\"\"!" }{TEXT -1 2 " ." }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 30 "( b) Plot the level surface of " }{TEXT 324 1 "G" }{TEXT -1 24 " , the t angent plane at " }{XPPEDIT 18 0 "X[0]" "6#&%\"XG6#\"\"!" }{TEXT -1 47 " , and a line that represents the gradient of " }{TEXT 325 1 "G" }{TEXT -1 6 " at " }{XPPEDIT 18 0 "X[0]" "6#&%\"XG6#\"\"!" }{TEXT -1 29 " . Include coordinate axes." }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 34 "Suggestions: For the surface, use" }{TEXT 326 15 " implicitplo t3d" }{TEXT -1 7 " with " }{XPPEDIT 18 0 "x=0..2.5" "6#/%\"xG;\"\"!$ \"#D!\"\"" }{TEXT -1 3 " , " }{XPPEDIT 18 0 "y=0..2.5" "6#/%\"yG;\"\"! $\"#D!\"\"" }{TEXT -1 7 " , and " }{XPPEDIT 18 0 "z=0..2.5" "6#/%\"zG; \"\"!$\"#D!\"\"" }{TEXT -1 31 " . For the tangent plane, use " } {TEXT 327 6 "plot3d" }{TEXT -1 7 " with " }{XPPEDIT 18 0 "x=.5..1.5 \+ " "6#/%\"xG;$\"\"&!\"\"$\"#:F(" }{TEXT -1 6 " and " }{XPPEDIT 18 0 "y =.5..1.5 " "6#/%\"yG;$\"\"&!\"\"$\"#:F(" }{TEXT -1 3 " ." }}}}{MARK " 8 0 0" 0 }{VIEWOPTS 1 1 0 1 1 1803 1 1 1 1 }{PAGENUMBERS 0 1 2 33 1 1 }