MAT331, Feb 16th, 2010 If a curve fits, wear it (Chapter 2 of the online book) restart; pts:=[[9.461625032, -15.00000412], [-4.026835626, 5.229076781], [-8.417983819, 17.28331107], [7.335537549, -10.75702150], [.667622007, 1.352242696], [-3.642662167, 8.570158849], [4.108941669, -6.649973580], [-3.592756472, 7.661525316], [0.121773384e-1, -.5948721361], [3.588065808, -7.386147022], [9.371019578, -17.50451275], [6.303804064, -11.16461096], [9.396335873, -15.62444142], [-.807790200, 2.555503241], [.782176902, -4.501842488], [3.640727999, -6.449402329], [1.668897236, -3.014773741], [3.704029489, -3.221704164], [-11.29937335, 17.53901720], [8.475940602, -17.91640911], [-3.666884970, 8.440428354], [-5.617368657, 12.00375535], [-5.626834452, 7.337908700], [-2.138751424, 5.625807468], [-2.268585475, 4.613703098]]: with(plots): Note: The graph below works only if all the vertical blue segments have length larger than 0. L:=x->(x-1); display(plot(pts, x = 0 .. 5, style = point, symbol = box, color = green), plot([L(x)], x = -12 .. 12, color = red), seq(plot([pts[i][1], t, t = pts[i][2] .. L(pts[i][1])], thickness = 3, color = blue), i = 1 .. nops(pts)));

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familyGQ(DEFAULT6"/%%sizeGQ#106"/%%boldGQ&false6"/%'italicGQ%true6"/%*underlineGQ&false6"/%*subscriptGQ&false6"/%,superscriptGQ&false6"/%+foregroundGQ([0,0,0]6"/%+backgroundGQ.[255,255,255]6"/%'opaqueGQ&false6"/%+executableGQ&false6"/%)readonlyGQ&false6"/%)composedGQ&false6"/%*convertedGQ&false6"/%+imselectedGQ&false6"/%,placeholderGQ&false6"/%6selection-placeholderGQ&false6"/%,mathvariantGQ'italic6"Q!6"-%%FONTG6%%(DEFAULTG%(DEFAULTG"#5-%%ROOTG6'-%)BOUNDS_XG6#$"#q!""-%)BOUNDS_YG6#$"$+"!""-%-BOUNDS_WIDTHG6#$"%!)Q!""-%.BOUNDS_HEIGHTG6#$"%+Q!""-%)CHILDRENG6"

distancePointLine:=P->(m*P[1]+b-P[2])^2;

Zio2I0kiUEc2IkYlNiRJKW9wZXJhdG9yR0YlSSZhcnJvd0dGJUYlKiQsKComSSJtR0YlIiIiJjkkNiNGLUYtRi1JImJHRiVGLSZGLzYjIiIjISIiRjRGJUYlRiU=

distancePointsLine:=pts->sum(distancePointLine(pts[i]),i=1..nops(pts));

Zio2I0kkcHRzRzYiRiU2JEkpb3BlcmF0b3JHRiVJJmFycm93R0YlRiUtSSRzdW1HRiU2JC1JMmRpc3RhbmNlUG9pbnRMaW5lR0YlNiMmOSQ2I0kiaUdGJS9GMjsiIiItSSVub3BzRyUqcHJvdGVjdGVkRzYjRjBGJUYlRiU=

DD:=distancePointsLine(pts);

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

simplify(DD);

LC5JIm1HNiIkIisuei54RyEiJ0kiYkdGJCQiK1JhbDlWISIpJCIrS0VrOEVGJyIiIiokRiMiIiMkIitdTGcmPikhIigqJkYjRi5GKEYuJCIrMlxAI1skRisqJEYoRjAkIiNEIiIh

eq1:=diff(DD,m); eq2:=diff(DD,b);

LChJIm1HNiIkIitwMTdSOyEiJ0kiYkdGJCQiKzRcQCNbJCEiKSQiKy16LnhHRiciIiI=

LChJIm1HNiIkIis0XEAjWyQhIilJImJHRiQiI10kIitPYWw5VkYnIiIi

sol:=solve({eq1,eq2},{m,b});

PCQvSSJiRzYiJCIrWyhwKVtPISM1L0kibUdGJSQhK0dWKUh3IiEiKg==

foundedLine:=x->subs(sol, m*x+b);

Zio2I0kieEc2IkYlNiRJKW9wZXJhdG9yR0YlSSZhcnJvd0dGJUYlLUklc3Vic0clKnByb3RlY3RlZEc2JEkkc29sR0YlLCYqJkkibUdGJSIiIjkkRjFGMUkiYkdGJUYxRiVGJUYl

L:=foundedLine; display(plot(pts, x = 0 .. 5, style = point, symbol = box, color = green), plot([L(x)], x = -12 .. 12, color = red), seq(plot([pts[i][1], t, t = pts[i][2] .. L(pts[i][1])], thickness = 3, color = blue), i = 1 .. nops(pts)));

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EXERCISE: Consider the points newpts := [seq([i, 1.5*i+1], i = -1 .. 5), [8, 1.5*8+.5], seq([i, 1.5*i+1], i = 9 .. 11)]; a. Find a polynomial passing through those points. b. Fit the points with a line using the least squares method. Use the graph of the previous exercise to visualize the line you found, and see how "close" the line and the points are. c. Fit the points with a quadratic function using the least squares method. d. Find a piecewise linear function passing through all the points. e. Plot the points and all the functions together. f. Compare the results. In particular, compute the value of the function you found in each case when x=12.3 Problems 11 and 13 Fitting points to a circle: NOTE: If you run this worksheet again, the points approximately in a circle will be different and the implicit plot may not actually plot the circle. Here is a program that produces a list of points approximately in a circle. You do not have to worry about the details of this program (but you are wellcome to do it if you want), just run it to obtain the points. Seed:=readlib(randomize)(): with(stats): myrand := (a,b) -> evalf(a+(b-a)*(rand()/10^12)): points_wanted := 50: circlePts := proc() local fuzz, a, b, r,s,x,i; a:= myrand(-3,3); b:= myrand(-3,3); r:= myrand(1,2); fuzz := [ random[normald[0,0.1]](points_wanted)]; x := [ random[uniform[a-r,a+r]](points_wanted)]; for i from 1 to points_wanted do if (myrand(-10,10) > 0) then s[i]:=1 else s[i]:=-1 fi:od: return [seq([x[i],b+s[i]*sqrt(r^2-(x[i]-a)^2)+fuzz[i]],i=1..points_wanted)]; end: myCirclePts:=circlePts(): myCirclePts;

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plot(myCirclePts,style=point,symbolsize=15,symbol=solidbox,color=green);

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dist:=p->((p[1]-a)^2+(p[2]-b)^2-r^2)^2;

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total:=simplify(sum(dist(myCirclePts[i]),i=1..nops(myCirclePts)));

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eq1:=diff(total,a); eq2:=diff(total,b); eq3:=diff(total,r);

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LDYkIStIel12TSEiJyIiIkkiYkc2IiQiKyFSVkVbJEYlSSJhR0YoJCErX3khWzYiRiUqJkYrRiZGJ0YmJCIrOUJPKHkqISIoKiRGKyIiIyQhKyhcPSk+QUYxKiZGK0YzRidGJiQiJCsjIiIhKiRJInJHRihGMyQiKyhcPSk+QUYxKiZGJ0YmRjtGMyQhJCsjRjkqJEYnRjMkISsiXGIlZm1GMSokRiciIiRGNw==

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sol:=solve({eq1,eq2,eq3},{a,b,r});

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The sixth solution is the correct one (a and b are real, r is non-zero) sol[8];

PCUvSSJhRzYiJCErbSV6PUwjISIqL0kiYkdGJSQiK3VRdTM3RigvSSJyR0YlJCIrQGw7InkiRig=

circle:=subs(sol[8],(x-a)^2+(y-b)^2=r^2);

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with(plots): display(plot(myCirclePts,style=point,symbolsize=15,symbol=solidbox,color=green),implicitplot(circle,x=-5..0,y=-2..4));

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JCEwSEliK3AlM0whIzkkIjFbamoxRzshcCMhIzo3JCQhI00hIiIkIjJFKnAlb0hMKkhFISM7NyQkITFjYFVWRDJOTSEjOiQiMndVNUAwKDMtRSEjOzckJCEyOCcpKTMmWyIzKVskISM7JCIkYyMhIiM3JCQhMWpbN29aZV1OISM6JCIyYCQpXDxzLDJdIyEjOzckJCEjTyEiIiQiMVR5a3QuI1FYIyEjOjckJCEyRkkxRSc9IXpsJCEjOyQiMWp2N05BWypRIyEjOjckJCExbXNJOktWP1AhIzokIiRLIyEiIzckJCEydiMqcF5KUXV2JCEjOyQiMlAiUj95ZiMqb0EhIzs3JCQhI1EhIiIkIjFebFg/Rz01QSEjOjckJCExdWg8emF6WVEhIzokIjE0OSx2WDpPQCEjOjckJCEyJFJHK3VDSCMpUSEjOyQiJDMjISIjNyQkITJNeTc9O2dfI1IhIzskIjBNdlQ+Ny4qPiEjOTckJCEyYXdjeiI9RigqUiEjOyQiJCU9ISIjNyQkITFRQnZDIVIhKSpSISM6JCIyZCFHcUhva1A9ISM7NyQkISNTISIiJCIyUkFZRjlLOyQ9ISM7NyQkITFYQmkrUHNcUyEjOiQiMTlvdVMlbydmOyEjOjckJCEyYjZOeCdwKHAxJSEjOyQiIzshIiI3JCQhMVhyKSplKGV3MyUhIzokIjJXZCV5NTA+bDkhIzs3JCQhMEEqNGNsei5UISM5JCIkTyIhIiM3JCQhMUYiZSNSXHowVCEjOiQiMV8oNHIjUiZwQyIhIzo3JCQhMXkmKSkpeiJSITNUISM6JCIkNyIhIiM3JCQhMSVcKW9eMCdHNCUhIzokIjFBPkU/bUs5KiohIzs3JCQhMSk9LiJSW3F6UyEjOiQiIykpISIjNyQkITEjKmU0N1EtRlMhIzokIjEtMjpYZEdDbiEjOzckJCExYEl1TE56PVMhIzokIiNrISIjNyQkISNTISIiJCIxUnRiMSdRdiJmISM7LSUmQ09MT1JHNiYlJFJHQkckIiM1ISIiJCIiISEiIiQiIiEhIiItJiUmX0FYSVNHNiMiIiI2Ji0lJkNPTE9SRzYmJSRSR0JHJCIiISEiIiQiIiEhIiIkIiIhISIiLSUqTElORVNUWUxFRzYjIiIhLSUqVEhJQ0tORVNTRzYjIiIiLSUtVFJBTlNQQVJFTkNZRzYjJCIiISEiIi0mJSZfQVhJU0c2IyIiIzYmLSUmQ09MT1JHNiYlJFJHQkckIiIhISIiJCIiISEiIiQiIiEhIiItJSpMSU5FU1RZTEVHNiMiIiEtJSpUSElDS05FU1NHNiMiIiItJS1UUkFOU1BBUkVOQ1lHNiMkIiIhISIiLSUrQVhFU0xBQkVMU0c2JS1JI21pRzYjL0krbW9kdWxlbmFtZUc2IkksVHlwZXNldHRpbmdHSShfc3lzbGliRzYiNjVRIng2Ii8lJ2ZhbWlseUdRKERFRkFVTFQ2Ii8lJXNpemVHUSMxMDYiLyUlYm9sZEdRJmZhbHNlNiIvJSdpdGFsaWNHUSV0cnVlNiIvJSp1bmRlcmxpbmVHUSZmYWxzZTYiLyUqc3Vic2NyaXB0R1EmZmFsc2U2Ii8lLHN1cGVyc2NyaXB0R1EmZmFsc2U2Ii8lK2ZvcmVncm91bmRHUShbMCwwLDBdNiIvJStiYWNrZ3JvdW5kR1EuWzI1NSwyNTUsMjU1XTYiLyUnb3BhcXVlR1EmZmFsc2U2Ii8lK2V4ZWN1dGFibGVHUSZmYWxzZTYiLyUpcmVhZG9ubHlHUSZmYWxzZTYiLyUpY29tcG9zZWRHUSZmYWxzZTYiLyUqY29udmVydGVkR1EmZmFsc2U2Ii8lK2ltc2VsZWN0ZWRHUSZmYWxzZTYiLyUscGxhY2Vob2xkZXJHUSZmYWxzZTYiLyU2c2VsZWN0aW9uLXBsYWNlaG9sZGVyR1EmZmFsc2U2Ii8lLG1hdGh2YXJpYW50R1EnaXRhbGljNiItSSNtaUc2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkc2IjY1USJ5NiIvJSdmYW1pbHlHUShERUZBVUxUNiIvJSVzaXplR1EjMTA2Ii8lJWJvbGRHUSZmYWxzZTYiLyUnaXRhbGljR1EldHJ1ZTYiLyUqdW5kZXJsaW5lR1EmZmFsc2U2Ii8lKnN1YnNjcmlwdEdRJmZhbHNlNiIvJSxzdXBlcnNjcmlwdEdRJmZhbHNlNiIvJStmb3JlZ3JvdW5kR1EoWzAsMCwwXTYiLyUrYmFja2dyb3VuZEdRLlsyNTUsMjU1LDI1NV02Ii8lJ29wYXF1ZUdRJmZhbHNlNiIvJStleGVjdXRhYmxlR1EmZmFsc2U2Ii8lKXJlYWRvbmx5R1EmZmFsc2U2Ii8lKWNvbXBvc2VkR1EmZmFsc2U2Ii8lKmNvbnZlcnRlZEdRJmZhbHNlNiIvJStpbXNlbGVjdGVkR1EmZmFsc2U2Ii8lLHBsYWNlaG9sZGVyR1EmZmFsc2U2Ii8lNnNlbGVjdGlvbi1wbGFjZWhvbGRlckdRJmZhbHNlNiIvJSxtYXRodmFyaWFudEdRJ2l0YWxpYzYiLSUlRk9OVEc2JSUoREVGQVVMVEclKERFRkFVTFRHIiM1LSUlUk9PVEc2Jy0lKUJPVU5EU19YRzYjJCIjcSEiIi0lKUJPVU5EU19ZRzYjJCIkSSIhIiItJS1CT1VORFNfV0lEVEhHNiMkIiVnTiEiIi0lLkJPVU5EU19IRUlHSFRHNiMkIiVTUCEiIi0lKUNISUxEUkVORzYi

JSFH