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0 0 0 0 0 0 0 }{CSTYLE "" -1 347 "" 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 348 "" 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 } {CSTYLE "" -1 349 "" 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 }{CSTYLE "" -1 350 "" 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 }{CSTYLE "" -1 351 "" 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 }{PSTYLE "Normal" -1 0 1 {CSTYLE "" -1 -1 "Tim es" 1 12 0 0 0 1 2 2 2 2 2 2 1 1 1 1 }1 1 0 0 0 0 1 0 1 0 2 2 0 1 } {PSTYLE "Heading 1" -1 3 1 {CSTYLE "" -1 -1 "Times" 1 18 0 0 0 1 2 1 2 2 2 2 1 1 1 1 }1 1 0 0 8 4 1 0 1 0 2 2 0 1 }{PSTYLE "Title" -1 256 1 {CSTYLE "" -1 -1 "Times" 1 18 0 0 0 1 2 1 2 2 2 2 1 1 1 1 }3 1 0 0 12 12 1 0 1 0 2 2 19 1 }{PSTYLE "Normal" -1 257 1 {CSTYLE "" -1 -1 "Ti mes" 1 12 0 0 0 1 2 1 2 2 2 2 1 1 1 1 }1 1 0 0 0 0 1 0 1 0 2 2 0 1 } {PSTYLE "Normal" -1 258 1 {CSTYLE "" -1 -1 "Times" 1 12 0 0 0 1 2 2 1 2 2 2 1 1 1 1 }1 1 0 0 0 0 1 0 1 0 2 2 0 1 }} {SECT 0 {EXCHG {PARA 256 "" 0 "" {TEXT -1 13 "Lecture 8 (b)" }}}{SECT 1 {PARA 3 "" 0 "" {TEXT -1 36 "The procedures animate and animate3d" } }{EXCHG {PARA 0 "" 0 "" {TEXT -1 59 "Here are some examples: In the fi rst we have an expression " }{TEXT 328 6 "F(x,t)" }{TEXT -1 7 " where \+ " }{TEXT 329 1 "t" }{TEXT -1 55 " is considered as a parameter. For ea ch fixed value of " }{TEXT 330 1 "t" }{TEXT -1 31 " we get a different funtion of " }{TEXT 331 1 "x" }{TEXT -1 32 ". After executing the pro cedure " }{TEXT 271 7 "animate" }{TEXT -1 4 " or " }{TEXT 272 9 "anima te3d" }{TEXT -1 138 " one must click on the plot and then at the top o f the worksheet various buttons will appear. If you select under the r ightmost help menu " }{TEXT 270 13 "show balloons" }{TEXT -1 124 " an d then run your cursor over the various buttons it will tell what the \+ most important ones are for. If you click on the " }{TEXT 332 14 "bla ck triangle" }{TEXT -1 49 " the animation wiill begin. If you click on the " }{TEXT 333 12 "black square" }{TEXT -1 19 " it will stop. The \+ " }{TEXT 334 23 "arrow going in a circle" }{TEXT -1 56 " at the right \+ is to make the animation run continuously." }}}{EXCHG {PARA 0 "> " 0 " " {MPLTEXT 1 0 12 "with(plots):" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 53 "animate( x^2*t,x=-1..1,t=-2..2,frames=20, color=red);" }}} {EXCHG {PARA 0 "" 0 "" {TEXT -1 36 "You may animate curves and surface s:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 115 "animate( [u*sin(t),u *cos(t),t=-Pi..Pi],u=1..8,view=[-8..8,-8..8],\ncolor=black, scaling = \+ constrained, axes = none);" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 65 "animate3d([x*u,t-u,x*cos(t*u)],x=1..3,t=1..4,u=2..4,frames = 20); " }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 93 "Here's an example to show how the tangent line to y = x^2 changes as we move along the curve." }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 128 "P1:=plot(x^2,x=-1..1):\nP2: =animate(2*a*(x-a) + a^2, x = -2..2,a=-1..1, color = black):\ndisplay (\{P1,P2\}, scaling = constrained);" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 0 "" }}}{PARA 0 "" 0 "" {TEXT -1 21 "Look at the help for " }{TEXT 273 7 "animate" }{TEXT -1 5 " and " }{TEXT 274 9 "animate3d " }{TEXT -1 19 " for more examples." }}}{SECT 1 {PARA 3 "" 0 "" {TEXT -1 21 "Ploting vector fields" }}{PARA 0 "" 0 "" {TEXT -1 0 "" }} {EXCHG {PARA 0 "" 0 "" {TEXT -1 14 "The procedure " }{TEXT 256 9 "fiel dplot" }{TEXT -1 35 " allows one to draw a picture of a " }{TEXT 257 12 "vector field" }{TEXT -1 59 " in the plane: Recall that a vector fi eld assigns a vector " }{TEXT 258 14 "[f(x,y),g(x,y)" }{TEXT -1 16 "] \+ to each point " }{TEXT 259 5 "(x,y)" }{TEXT -1 149 " in the plane: Her e are some simple examples: The first is a constant vector field. This may be thought of as a steady wind blowing across the plain." }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 21 "restart:\nwith(plots):" }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 53 "fieldplot( [1,1],x=-10..10, \+ y=-10..10, axes = boxed);" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 202 "The next example describes a fluid, say, moving in a counter-clockwise ma nner. Note that each vector has the same length. So if the vectors ind icate velocity, all particles are moving at the same speed." }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 77 "fieldplot([-y/sqrt(x^2+y^2), x/sqrt(x^2+y^2)], x=-5..5,y=-5..5, axes = boxed);" }}}{EXCHG {PARA 0 " " 0 "" {TEXT -1 14 "The procedure " }{TEXT 284 8 "gradplot" }{TEXT -1 11 " plots the " }{TEXT 285 8 "gradient" }{TEXT -1 48 " of the functio n at each point. Recall that the " }{TEXT 286 8 "gradient" }{TEXT -1 8 " is the " }{TEXT 287 12 "vector field" }{TEXT -1 338 " obtained by \+ taking the partial derivatives with respect to x for the first compone nt and the partial with respect to y for the second component. The gra dient at each point (x,y) points in the direction of greatest rate of \+ increase. So you should follow the arrow to go up. To see any plot bet ter just use the mouse to increase its size. " }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 76 "p:=exp(-(x^2+y^2))*(5-x^2-y^2)+ exp(-(x-2)^2-(y- 2)^2)*((x-2)^2 + (y-2)^2-4);" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 28 "gradplot(p,x=-3..4,y=-3..4);" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 73 "We can also actually compute the gradient of the function p and then use " }{TEXT 288 9 "fieldplot" }{TEXT -1 82 " as above to obtain the same result. Note that the gradient is obtained by use of " } {TEXT 290 4 "grad" }{TEXT -1 8 " in the " }{TEXT 289 6 "linalg" } {TEXT -1 9 " package." }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 26 "Gp :=linalg[grad](p,[x,y]);" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 30 "fieldplot(Gp,x=-3..4,y=-3..4);" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 34 "Compare the graph of the function " }{XPPEDIT 18 0 "f(x,y) = 1-x^2 -y^2;" "6#/-%\"fG6$%\"xG%\"yG,(\"\"\"F**$F'\"\"#!\"\"*$F(F,F-" }{TEXT -1 118 ". Note that the gradient arrow at (x,y) point in the direction of maximum value rate of increase of f(x,y) from (x,y):" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 43 "plot3d(p, x = -3..4,y=-3..4, axes = boxed);" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 0 "" }}}}{SECT 1 {PARA 3 "" 0 "" {TEXT -1 20 "Ploting inequalities" }}{EXCHG {PARA 0 " " 0 "" {TEXT -1 14 "The procedure " }{TEXT 260 7 "inequal" }{TEXT -1 61 " plots the region in the plane that is satisfied by a set of " } {TEXT 261 6 "linear" }{TEXT -1 25 " inequalities. Note that " }{TEXT 281 9 "feasible " }{TEXT -1 83 "means where the inequalities are all s atisfied: In the following case we color the " }{TEXT 282 15 "feasible region" }{TEXT -1 36 " red and the excluded region yellow." }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 22 "restart: \nwith(plots):" }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 122 "inequal( \{ x+y>0, x-y<=1 , x+y<2\}, x=-3..3, y=-3..3,\n optionsfeasible=(color=red),\n opti onsexcluded=(color=yellow) );" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 0 "" }}}}{SECT 1 {PARA 3 "" 0 "" {TEXT -1 34 "Plotting level curves \+ or contours" }}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 0 "" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 20 "Maple also can plot " }{TEXT 262 12 "leve l curves" }{TEXT -1 4 " or " }{TEXT 263 8 "contours" }{TEXT -1 72 " of a function of two variables here we use for an example the function \+ " }{TEXT 291 9 "f(x,y) = " }{XPPEDIT 292 0 "x^2-y^2;" "6#,&*$%\"xG\"\" #\"\"\"*$%\"yGF&!\"\"" }{TEXT -1 159 ". The contours are colored from \+ yellow to red. The yellow lines being the greatest in value. We first \+ plot the graph of the function to see what it looks like:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 21 "restart:\nwith(plots):" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 68 "plot3d(x^2-y^2,x=-3..3,y=-3..3, axe s = boxed, style = patchcontour);" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 14 "The procedure " }{TEXT 264 11 "contourplot" }{TEXT -1 16 " project s these " }{TEXT 265 12 "level curves" }{TEXT -1 4 " or " }{TEXT 266 8 "contours" }{TEXT -1 16 " onto the plane." }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 52 "contourplot(x^2-y^2,x=-3..3,y=-3..3, filled = true );" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 14 "The procedure " }{TEXT 283 13 "contourplot3d" }{TEXT -1 46 " raises the contours to the appropria te level:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 68 "contourplot3d( x^2-y^2,x=-3..3,y=-3..3, filled = true, axes = boxed);" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 0 "" }}}}{SECT 1 {PARA 3 "" 0 "" {TEXT -1 11 "Use of subs" }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}{EXCHG {PARA 0 " " 0 "" {TEXT -1 82 "Rather than convert an expression to a function, s ometimes the use of the command " }{TEXT 317 4 "subs" }{TEXT -1 48 " ( substitution) is best. Here are some examples." }}}{EXCHG {PARA 0 "> \+ " 0 "" {MPLTEXT 1 0 8 "restart;" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 13 "poly1:=x^2+1;" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 16 "su bs(x=2,poly1);" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 144 "Note that subs titution does not change the value of x and poly1. It can be useful fo r algebraic manipulation -- of which we will say more later." }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 2 "x;" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 6 "poly1;" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 29 "poly2:=subs(x=t^2+t+1,poly1);" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 21 "poly2:=expand(poly2);" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 33 "Still poly1 and x are unchanged.\n" }}}{EXCHG {PARA 0 "> \+ " 0 "" {MPLTEXT 1 0 8 "poly1,x;" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 94 "Here's another way to substitute something for x in poly1. But th is changes both x and poly1:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 5 "x:=2;" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 6 "poly1;" }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 2 "x;" }}}{EXCHG {PARA 0 "" 0 " " {TEXT -1 132 "Note that poly1 is now 5. The original value of poly1 \+ is gone. So if we try the following we don't get what you might have e xpected." }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 16 "subs(x=3,poly1) ;" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 70 "We can put things back to th eir original values by just unassigning x:" }}}{EXCHG {PARA 0 "> " 0 " " {MPLTEXT 1 0 8 "x:='x';\n" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 8 "poly1,x;" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 16 "subs(x=3,pol y1);" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 149 "As you know, we could al so make poly1 into a function (aka procedure) in three ways: But note \+ that only using unapply can we avoid retyping in poly1." }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 57 "f:=unapply(poly1,x);\ng:=x->x^2+1; \nh:=proc(x) x^2+1; end;\n" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 33 "f(5),g(5),h(5), subs(x=5,poly1); " }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 59 "We may also substitute several values at once. For exampl e:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 23 "poly3:=x^2 + y^2 + z^ 2;" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 30 "poly4:=subs(\{x=a,y=b \}, poly3);" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 26 "subs(\{a=A,b =B,z=Z\},poly4);" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 36 "Now let's do \+ some substitution with " }{TEXT 320 8 "matrices" }{TEXT -1 32 ": Thing s are a little different:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 8 "restart:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 13 "with(linalg): " }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 27 "A:=matrix([[x,y],[z,x^2 ]]);" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 61 "One might think the follo wing would change x to 2 and y to 3:" }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 24 "subs(\{x=2,y=3\},A); \+ " }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 29 "To see what A is we must use " }{TEXT 321 5 "evalm" }{TEXT -1 4 " or " }{TEXT 324 4 "eval" }{TEXT -1 60 " (for evaluate matrix): But as you will see it doesn't work." } }}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 8 "eval(A);" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 24 "Here's the way to do it:" }}}{EXCHG {PARA 0 "> \+ " 0 "" {MPLTEXT 1 0 24 "subs(\{x=2,y=3\},eval(A));" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 8 "But for " }{TEXT 318 5 "lists" }{TEXT -1 5 " and \+ " }{TEXT 319 4 "sets" }{TEXT -1 26 " there is no such problem:" }} {PARA 0 "" 0 "" {TEXT -1 0 "" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 22 "subs(\{x=2,y=3\},[x,y]);" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 34 "subs(\{x=2,y=3\},[x,x^2+y^2,r,w,z]);" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 36 "subs(\{x=2,y=3\},\{x,x^2 + y^2,r,w,z\});" }}} {EXCHG {PARA 0 "" 0 "" {TEXT -1 73 "Notice how you cannot depend on a \+ given order of elements in a set.\n\nFor " }{TEXT 322 6 "tables" } {TEXT -1 47 " which are more like matrices we must also use " }{TEXT 323 4 "eval" }{TEXT -1 46 " when doing a substitution. Here's an examp le:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 34 "T[1]:=green;\nT[2]:= pink;\neval(T);\n" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 50 "T:=sub s(\{green=GREEN,pink=PINK\},eval(T)):\neval(T);" }}}{EXCHG {PARA 0 "> \+ " 0 "" {MPLTEXT 1 0 0 "" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 0 " " }}}}{SECT 1 {PARA 3 "" 0 "" {TEXT -1 12 "Use of eval " }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}{EXCHG {PARA 0 "" 0 "" {TEXT -1 12 "The command \+ " }{TEXT 345 4 "eval" }{TEXT -1 111 " may be used to evaluate an expre ssion at particular values of variables in the expression, as in the f ollowing" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 15 "expr:=x^2 + 1; \n" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 18 "eval(expr, x = 2);" } }}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 18 "eval(expr, x = t);" }}} {EXCHG {PARA 0 "" 0 "" {TEXT -1 48 "The following shows a subtle diffe rence between " }{TEXT 335 4 "subs" }{TEXT -1 5 " and " }{TEXT 336 5 " eval." }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 20 "eval(sin(x), x = 0 );" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 17 "subs(x=0,sin(x));" }} }{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 8 "eval(%);" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 23 "expr2:=sin(x) + exp(y);" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 22 "eval(expr2,\{x=0,y=2\});" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 22 "subs(\{x=0,y=2\},expr2);" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 8 "eval(%);" }}}{EXCHG {PARA 0 "> " 0 " " {MPLTEXT 1 0 25 "A:=matrix([[1,0],[1,1]]);" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 2 "A;" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 18 " eval(A), evalm(A);" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 24 "T[1]: =xray:\nT[2]:=roger:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 2 "T;" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 8 "eval(T);" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 39 "We now describe briefly another use of " } {TEXT 343 4 "eval" }{TEXT -1 24 ". As the Maple help for " }{TEXT 340 5 "eval " }{TEXT -1 13 "says, usually" }{TEXT 339 5 " eval" }{TEXT -1 58 " is not needed. The default evaluations usually suffice. " } {TEXT 337 5 "eval " }{TEXT -1 3 "or " }{TEXT 338 5 "evalm" }{TEXT -1 121 " is, however, useful at times when dealing with matrices or to se e what a table or procedure looks like. And, of course, " }{TEXT 341 6 "evalf " }{TEXT -1 94 "is needed frequently to produce the decimal value of a number. Let's look at a few examples." }}}{EXCHG {PARA 0 " > " 0 "" {MPLTEXT 1 0 8 "restart;" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 30 "x1:=x2;\nx2:=x3;\nx3:=x4;\nx4:=0;" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 5 "x1; " }{TEXT -1 44 " (This is full evaluation.)" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 11 "ev al(x1); " }{TEXT -1 35 " (This is also full evaluation.)" }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 13 "eval(x1,1); " }{TEXT -1 30 "(This evaluates to level 1.)" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 13 "eval(x1,2); " }{TEXT -1 30 "(This evaluates to level 2.)" } }}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 13 "eval(x1,3); " }{TEXT -1 75 "(This evaluates to level 3.) \+ " }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 13 "eval(x1,4); \+ " }{TEXT -1 29 "(This evaluates to level 4.)" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 43 "Now let's convert the above to a procedure:" }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 76 "F:=proc()\nlocal x1,x2,x3,x4 ;\nx1:=x2;\nx2:=x3;\nx3:=x4;\nx4:=0;\nRETURN(x1);\nend:" }}}{EXCHG {PARA 0 "" 0 "" {TEXT 342 19 "Inside a procedure " }{TEXT -1 29 "local variables are evaluated" }{TEXT 344 18 " only to level 1. " }{TEXT -1 37 "So here's what we get when we call F:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 4 "F();" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 42 "We c an remedy this by the following means:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 83 "F2:=proc()\nlocal x1,x2,x3,x4;\nx1:=x2;\nx2:=x3;\nx3: =x4;\nx4:=0:\nRETURN(eval(x1));\nend:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 7 "F2(); " }{TEXT -1 20 "See the difference. " }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 0 "" }}}{PARA 0 "" 0 "" {TEXT -1 0 "" }}}{SECT 1 {PARA 3 "" 0 "" {TEXT -1 13 "Use of assign" }} {PARA 0 "" 0 "" {TEXT -1 0 "" }}{EXCHG {PARA 0 "" 0 "" {TEXT -1 38 "Fi rst assign(x=2) is the same as x:=2:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 9 "restart:\n" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 5 "x:=2;" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 2 "x;" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 12 "assign(y=2);" }}}{EXCHG {PARA 0 "> \+ " 0 "" {MPLTEXT 1 0 2 "y;" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 23 "assign(\{a=2,b=3\}):\na,b;" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 111 "One way this can be useful is illustrated below. Note the output \+ of the solve procedure is a set of equations. " }}}{EXCHG {PARA 0 "> \+ " 0 "" {MPLTEXT 1 0 8 "restart:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 42 "sol:= solve(\{x+y=1, 2*x+4*y=10\}, \{x,y\} ); " }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 22 "x,y;\nassign(sol);\nx,y;" }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 0 "" }}}}{SECT 1 {PARA 3 "" 0 " " {TEXT -1 47 "Use of Maple to find extreme values of f(x,y) " }} {PARA 0 "" 0 "" {TEXT -1 0 "" }}{EXCHG {PARA 0 "" 0 "" {TEXT -1 12 "Th e command " }{TEXT 267 6 "fsolve" }{TEXT -1 56 " can be used to solve \+ an equation or set of equations-- " }{TEXT 268 6 "fsolve" }{TEXT -1 60 " gives an approximate floating point solution as opposed to " } {TEXT 269 6 "solve " }{TEXT -1 29 "which when possible gives an " } {TEXT 296 5 "exact" }{TEXT -1 10 " solution." }{TEXT 297 2 " " } {TEXT -1 100 "Note that often it is necessary to give an interval wher e you expect a solution to be. Here we use " }{TEXT 293 6 "fsolve" } {TEXT -1 2 ", " }{TEXT 294 6 "plot3d" }{TEXT -1 5 " and " }{TEXT 295 12 "contourplot " }{TEXT -1 36 "to find the location of the peaks ( " }{TEXT 346 5 "a.k.a" }{TEXT -1 45 " local maxima) of the graph of the \+ function. " }}{PARA 0 "" 0 "" {TEXT -1 27 " \+ " }}{PARA 0 "" 0 "" {TEXT -1 33 " " } {XPPEDIT 18 0 "f(x,y) = exp(x/5)*sin(x)^2*cos(x)^2;" "6#/-%\"fG6$%\"xG %\"yG*(-%$expG6#*&F'\"\"\"\"\"&!\"\"F.*$-%$sinG6#F'\"\"#F.-%$cosG6#F'F 5" }{TEXT -1 0 "" }}{PARA 0 "" 0 "" {TEXT -1 1 " " }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" {TEXT -1 43 "in the region x = -3 to 3 and y = -2 to 2." }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 8 "restar t:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 12 "with(plots):" }}} {EXCHG {PARA 0 "" 0 "" {TEXT -1 147 "Recall that if f is a function of two variables x and y then extreme values (i.e., local (relative) max ima and minima) occur at points where both " }{XPPEDIT 18 0 "diff(f(x ,y),x) = 0;" "6#/-%%diffG6$-%\"fG6$%\"xG%\"yGF*\"\"!" }{TEXT -1 5 " an d " }{XPPEDIT 18 0 "diff(f(x,y),y) = 0;" "6#/-%%diffG6$-%\"fG6$%\"xG% \"yGF+\"\"!" }{TEXT -1 285 ". Recall that at such points one may also have a saddle point. So one needs additional evidence to know what ha ppens when both partials are zero for a particular point. We will con sider such an example now? Here we will use the graph to identify the \+ nature of the points in question." }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}} {EXCHG {PARA 258 "" 0 "" {TEXT -1 79 "Note that in the example below w e define f as an expression and not a function." }}}{EXCHG {PARA 0 "> \+ " 0 "" {MPLTEXT 1 0 31 "f:=exp(x/5)*sin(x)^2*cos(y)^2; " }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 38 "plot3d(f,x=-3..3,y=-2..2, axes=boxe d);" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 182 "We can see two peaks (loc al maxima) in the above picture. Let's find the THREE coordinates of e ach peak: The x and y coordinates of each peak will be a solution to t he two equations " }{XPPEDIT 18 0 "diff(f(x,y),x) = 0;" "6#/-%%diffG6$ -%\"fG6$%\"xG%\"yGF*\"\"!" }{TEXT -1 5 " and " }{XPPEDIT 18 0 "diff(f( x,y),y) = 0;" "6#/-%%diffG6$-%\"fG6$%\"xG%\"yGF+\"\"!" }{TEXT -1 2 ". \+ " }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 31 "fx:=diff(f,x); \nfy:=di ff(f,y); " }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 50 "s1:=fsolve(\{f x=0,fy=0\},\{x,y\}, \{x=-3..3,y=-2..2\}); " }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 147 "Note that the above just gives use one solution. But we \+ can see that there are two peak and some valleys where both partials w ill also be 0. Using " }{TEXT 298 11 "contourplot" }{TEXT -1 57 " we c an get a better idea of where the peaks are located:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 46 "contourplot(f,x=-3..3,y=-2..2, filled = t rue);" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 160 "Note that the coordinat es of the peak on the right is about x = 1.67 and y = 0 which we foun d above. To find the other peak use the interval x=-1..-2, y=-1..1:" } }{PARA 0 "" 0 "" {TEXT -1 0 "" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 51 "s2:=fsolve(\{fx=0,fy=0\},\{x,y\}, \{x=-2..-1,y=-1..1\}); " }}} {EXCHG {PARA 0 "" 0 "" {TEXT -1 266 "We can see that s1 gives the x an d y coordinates of the peak on the right and s2 gives the x and y coor dinates of the peak on the left. We can obtain the z coordinate of th e two peaks by the following substitutions. Note that f is an expressi on and not a function. " }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 10 " s1;\ns2;\nf;" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 80 "We can evaluate f at the each of these solutions by the following substitutions:" }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 45 "z1:=evalf(subs(s1,f));\nz2:= evalf(subs(s2,f));" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 56 "An alternat ive way to obtain these results is by use of " }{TEXT 316 5 "eval " } {TEXT -1 20 "as in the following:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 15 "Z1:=eval(f,s1);" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 15 "Z2:=eval(f,s2);" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 105 "We can obtain the coordinates of the two peaks by the following s ubstitutions and applications of evalf: " }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 63 "peak1:=evalf(subs(s1,[x,y,f]));\npeak2:=evalf(subs(s2 ,[x,y,f]));" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 45 "Alternatively, we \+ can obtain this as follows:" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 49 "Peak1:=eval([x,y,f],s1);\nPeak2:=eval([x,y,f],s2);" }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 288 "Note that there are other places where b oth partials are zero. Looking at the above formulas for the two parti als you can see that they are both 0 when sin(x) = 0 or when cos(y) = 0. So there are infinitely many critical points. We can find the plac es of interest by examining the graph." }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 1 " " }}}}{SECT 1 {PARA 3 "" 0 "" {TEXT -1 32 "Assignment 8 -- Due Next Monday" }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}{EXCHG {PARA 0 "" 0 "" {TEXT 304 0 "" }{TEXT -1 56 "Note that you will have t o do some experimenting to get " }{TEXT 280 4 "nice" }{TEXT -1 16 " gr aphs. To get " }{TEXT 305 11 "full credit" }{TEXT -1 1 " " }{TEXT 279 0 "" }{TEXT -1 67 "the graphs should resemble the descriptions given. \+ For example, in " }{TEXT 306 9 "problem 2" }{TEXT -1 55 " the two mou ntain peaks should be clearly visible. In " }{TEXT 307 9 "problem 3" } {TEXT -1 64 " the three spheres should look like spheres --not lumps o f coal." }}}{EXCHG {PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" {TEXT 275 10 "Problem 1." }{TEXT -1 1 " " }}{PARA 0 "" 0 "" {TEXT 308 3 "(a)" }{TEXT -1 7 " Using " }{TEXT 299 10 "spacecurve" }{TEXT -1 231 " make a plot of three interlocking circles in three-space. Make e ach circle have radius 1. Put the middle circle in the xy-plane and t he other two in the xz-plane. 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