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));

Zio2I0kkcHRzRzYiRiU2JEkpb3BlcmF0b3JHRiVJJmFycm93R0YlRiUtSSRzdW1HNiQlKnByb3RlY3RlZEdJKF9zeXNsaWJHRiU2JC1JMmRpc3RhbmNlUG9pbnRMaW5lR0YlNiMmOSQ2I0kiaUdGJS9GNTsiIiItSSVub3BzR0YsNiNGM0YlRiVGJQ==

DD:=distancePointsLine(pts): simplify(DD);

LC5JImJHNiIkIitSYWw5ViEiKUkibUdGJCQiKy56LnhHISInJCIrS0VrOEVGKyIiIiokRiMiIiMkIiNEIiIhKiZGKEYuRiNGLiQiKzJcQCNbJEYnKiRGKEYwJCIrXUxnJj4pISIo

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

LCgqJiQiK3ExN1I7ISInIiIiSSJtRzYiRidGJyomJCIrM1xAI1skISIpRidJImJHRilGJ0YnJCIrLHoueEdGJkYn

LCgqJiQiKzRcQCNbJCEiKSIiIkkibUc2IkYnRicqJiIjXUYnSSJiR0YpRidGJyQiK1JhbDlWRiZGJw==

plot3d(DD, m=-2..-1,b=-0.8..2,axes=boxed,style=patchcontour);

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

PCQvSSJiRzYiJCIrSShwKVtPISM1L0kibUdGJSQhK0VWKUh3IiEiKg==

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

Zio2I0kieEc2IkYlNiRJKW9wZXJhdG9yR0YlSSZhcnJvd0dGJUYlLUklc3Vic0clKnByb3RlY3RlZEc2JEkkc29sR0YlLCYqJkkibUdGJSIiIkYkRjFGMUkiYkdGJUYxRiVGJUYl

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)));

SSxmb3VuZGVkTGluZUc2Ig==

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Exercise: For the problems above, define a distance function by taking the absolute value of the vertical distances. Then try to minimize that distance. What happens?LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYjLUkjbWlHRiQ2I1EhRic=LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYjLUkjbWlHRiQ2I1EhRic= absValueDist:=(p,m,b)->abs(m*p[1]+b-p[2] );

Zio2JUkicEc2IkkibUdGJUkiYkdGJUYlNiRJKW9wZXJhdG9yR0YlSSZhcnJvd0dGJUYlLUkkYWJzRyUqcHJvdGVjdGVkRzYjLCgqJjklIiIiJjkkNiNGMkYyRjI5JkYyJkY0NiMiIiMhIiJGJUYlRiU=

E:=(data,m,b)->sum(absValueDist(data[i],m,b) , i=1..nops(data) );

Zio2JUklZGF0YUc2IkkibUdGJUkiYkdGJUYlNiRJKW9wZXJhdG9yR0YlSSZhcnJvd0dGJUYlLUkkc3VtRzYkJSpwcm90ZWN0ZWRHSShfc3lzbGliR0YlNiQtSS1hYnNWYWx1ZURpc3RHRiU2JSY5JDYjSSJpR0YlOSU5Ji9GNzsiIiItSSVub3BzR0YuNiNGNUYlRiVGJQ==

E(pts,m,b);

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

First try "blindly" to repeat what we did before. eqm:=diff(E(pts,m,b),m): eqb:=diff(E(pts,m,b),b): THE FOLLOWING DOES NOT WORK solve({eqm,eqb},{m,b});

Warning, computation interrupted

plot3d(E(pts,m,b),m=-2..-1.6,b=0..2,axes=boxed, style=patchcontour);

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plot3d(E(pts,m,b),m=-2..-1.6,b=0..2,axes=boxed, style=patchcontour);

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plot3d(E(pts,m,b),m=-1.95..-1.8,b=0.5..1.5,axes=boxed, style=patchcontour);

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plot3d(E(pts,m,b),m=-1.95..-1.8,b=0.7..1.2,axes=boxed, style=patchcontour);

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italic6"-I#miG6#/I+modulenameG6"I,TypesettingGI(_syslibG6"65Q"b6"/%'familyGQ!6"/%%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"-%+PROJECTIONG6,$"1@*o7%*3>L(!#;$!1&**>'Q:R#z'!#;$!1zl^y%RWE$!#<$"0y**GO(>+o!#:$"0Q9T^()[K(!#:$"1t2W;cO9K!#<$"2:LdO,)Hy?!#>$!1mUsF!Hmd%!#<$"1:G#=k+&*)**!#;$"#5!""-%&STYLEG6#%/SURFACECONTOURG-%*AXESSTYLEG6#%$BOXG-%%ROOTG6'-%)BOUNDS_XG6#$"$+"!""-%)BOUNDS_YG6#$"$+"!""-%-BOUNDS_WIDTHG6#$"%+R!""-%.BOUNDS_HEIGHTG6#$"%+R!""-%)CHILDRENG6"

plot3d(E(pts,m,b),m=-1.905..-1.85,b=0.8..1.05,axes=boxed, style=patchcontour);

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plot3d(E(pts,m,b),m=-1.905..-1.86,b=0.8..0.95,axes=boxed, style=patchcontour);

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plot3d(E(pts,m,b),m=-1.904..-1.886,b=0.8..0.9,axes=boxed, style=patchcontour);

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From the above picture we deduce that the minimum of E is when m is between -1.904 and -1.886 and b is between 0.8 and 0.9. 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 13 Seed:=readlib(randomize)(): with(stats): myrand := (a,b) -> evalf(a+(b-a)*(rand()/10^12)): points_wanted := 21: cubic_pts := proc() local fuzz, a, b, c, d,s,x,i; a:= myrand(-3,3); b:= myrand(-3,3); c:= myrand(-3,3); d:= myrand(-10,10); if (myrand(-10,10) > 0) then s:=1 else s:=-1 fi; fuzz := [ random[normald[0,0.5]](points_wanted)]; x := [ random[uniform[-3,3]](points_wanted)]; RETURN([seq([x[i],s*(a-x[i])*(b-x[i])*(c-x[i])+d+fuzz[i]], i=1..points_wanted)]); end: cube:=cubic_pts();

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plot(cube,style=point,symbolsize=12);

LSUlUExPVEc2Jy0lJ0NVUlZFU0c2JDc3NyQkISpCcVNiJyEiKiQiKygqUXF3UyEiKjckJCErKD1JOSM9ISIqJCIrYGJnK1chIio3JCQiK0VwOXU9ISIqJCIrOGlPJ28pISIqNyQkISpvLiUpKioqISIqJCIrWmNLLmAhIio3JCQhK3hwIjR4IiEiKiQiK1lBdyc0JiEiKjckJCIpKmZHJSkpISIqJCIrKkciPXI2ISIqNyQkIitvcGRbRyEiKiQiKyo+bGkqSCEiKTckJCIqKEdTMDwhIikkIituM0AxaiEiKjckJCIqSDY2IlIhIiokIitjZXB4OSEiKjckJCIqW2h1InohIiokIitZNCk9PSohIzU3JCQiKz5EP1c5ISIqJCIrRHpcVU0hIio3JCQhK2IoejF2IyEiKiQhKjs0W0wpISIqNyQkISlvcGtvISIqJCIrRm4pR3UiISIqNyQkISsjUXdrKD0hIiokIismUnU6XSUhIio3JCQhKy5xI1xgIiEiKiQiK3MnPjFcJSEiKjckJCEqciZmaUAhIiokIipPVjg/IyEiKTckJCIrWmtRT0IhIiokIipXPCF5OiEiKDckJCIrRE45PDYhIiokIitESUZCPSEiKjckJCIqIlFObGkhIiokIStEdyUzSSIhIzU3JCQhK1xAOjhAISIqJCIrY0I5JlIkISIqNyQkIStMdkdOQyEiKiQiKyg+c3UlPSEiKi0lJkNPTE9SRzYmJSRSR0JHJCIjNSEiIiQiIiEhIiIkIiIhISIiLSUrQVhFU0xBQkVMU0c2JFEhNiJRITYiLSUnU1lNQk9MRzYkJShERUZBVUxURyIjNy0lJlNUWUxFRzYjJSZQT0lOVEctJSVST09URzYnLSUpQk9VTkRTX1hHNiMkIiQ/IiEiIi0lKUJPVU5EU19ZRzYjJCIkNSIhIiItJS1CT1VORFNfV0lEVEhHNiMkIiVxUCEiIi0lLkJPVU5EU19IRUlHSFRHNiMkIiVnTiEiIi0lKUNISUxEUkVORzYi

dist:=p->(a*p[1]^3+b*p[1]^2+c*p[1]+d - p[2])^2;

Zio2I0kicEc2IkYlNiRJKW9wZXJhdG9yR0YlSSZhcnJvd0dGJUYlKiQsLComSSJhR0YlIiIiJjkkNiNGLSIiJEYtKiZJImJHRiVGLUYuIiIjRi0qJkkiY0dGJUYtRi5GLUYtSSJkR0YlRi0mRi82I0Y0ISIiRjRGJUYlRiU=

Example dist(cube[1]);

KiQsLEkiYUc2IiQhKyhwYmAiRyEjNUkiYkdGJSQiK2VPZSZIJUYoSSJjR0YlJCEqQnFTYichIipJImRHRiUiIiIkISsoKlFxd1NGL0YxIiIj

E:=(a,b,c,d)->sum(dist(cube[i]) ,i =1..nops(cube) );

Zio2JkkiYUc2IkkiYkdGJUkiY0dGJUkiZEdGJUYlNiRJKW9wZXJhdG9yR0YlSSZhcnJvd0dGJUYlLUkkc3VtRzYkJSpwcm90ZWN0ZWRHSShfc3lzbGliR0YlNiQtSSVkaXN0R0YlNiMmSSVjdWJlR0YlNiNJImlHRiUvRjg7IiIiLUklbm9wc0dGLzYjRjZGJUYlRiU=

simplify(E(a,b,c,d));

LEBJImRHNiIkISssQUE4QCEiKEkiY0dGJCQhK3QmUV45I0YnSSJiR0YkJCErY2ZaWSUqRidJImFHRiQkISsrbidScCIhIicqJEYuIiIjJCIrcmU6SztGMSomRi4iIiJGK0Y3JCErOSFvJFw1RicqJkYuRjdGKEY3JCIrQi4wMGJGJyomRi5GN0YjRjckISs8J3psLiQhIikqJEYrRjMkIitpXl9fRkYnKiZGK0Y3RihGNyQhKz8nemwuJEZAKiZGK0Y3RiNGNyQiKzFfakQ2RicqJEYoRjMkIitHZzxHY0ZAKiZGKEY3RiNGNyQhKzNvb1FnISIqKiRGI0YzJCIjQCIiISQiK2k4aU45RjFGNw==

Find partial derivatives. eqa:=diff(E(a,b,c,d),a); eqb:=diff(E(a,b,c,d),b); eqc:=diff(E(a,b,c,d),c); eqd:=diff(E(a,b,c,d),d);

LCxJImRHNiIkISs6J3psLiQhIilJImNHRiQkIitCLjAwYiEiKEkiYkdGJCQhKzkhbyRcNUYrSSJhR0YkJCIrVjxKa0shIickISssbidScCJGMiIiIg==

LCxJImRHNiIkIiswX2pENiEiKEkiY0dGJCQhKz0nemwuJCEiKUkiYkdGJCQiK0IuMDBiRidJImFHRiQkISs5IW8kXDVGJyQhK2JmWlklKkYnIiIi

LCxJImRHNiIkISs1b29RZyEiKkkiY0dGJCQiKzBfakQ2ISIoSSJiR0YkJCErPSd6bC4kISIpSSJhR0YkJCIrQi4wMGJGKyQhK3UmUV45I0YrIiIi

LCxJImRHNiIiI1VJImNHRiQkISszb29RZyEiKkkiYkdGJCQiKzBfakQ2ISIoSSJhR0YkJCErOyd6bC4kISIpJCErLUFBOEBGLSIiIg==

Find critical points sol:=solve({eqa,eqb,eqc,eqd},{a,b,c,d});

PCYvSSJhRzYiJCIrNC1qPDUhIiovSSJiR0YlJCIrQSE+J285RigvSSJjR0YlJCErVkp0J2YjRigvSSJkR0YlJCIrKkdaeVgiRig=

cubic1:=subs(sol,a*x^3+b*x^2+c*x+d);

LCoqJEkieEc2IiIiJCQiKzQtajw1ISIqKiRGJCIiIyQiK0EhPidvOUYpRiQkIStWSnQnZiNGKSQiKypHWnlYIkYpIiIi

plots[display](plot(cubic1, x=-3..3,color=green,thickness=3),plot(cube,style=point,symbolsize=17,symbol=solidbox));

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