Problem 8: Consider a set of points, find a polynomial a piecewise linear function passing s through the points, Then, fit the points by the least square method. Compare the three resutls. Which one do you think is better and why? If anybody wants to resubmit problem 11, you can do it. Make sure that you PROVE what you are asked to prove. Maple built-in command and step by step computations. About finding points "approximately" in a cubic. Read the points in a file currentdir(); currentdir("/mt/centerport/home/moira/www/sp06/"); currentdir(); currentdir("/mt/centerport/home/moira/www/sp06/classes"); read("mat331.txt"); data; EXERCISE: Find the line (or lines) that minimizes the sum of the absolute values of the vertical distances for the points stored in mat331.txt. NOTE: This problem is very similar (but not equal) to one of the tasks required in Project 1. E:=(m,b,thePoints)->sum( abs(thePoints[i][2]-m*thePoints[i][1]-b) , i=1..nops(thePoints));

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solve({diff(E(m,b,data),m),diff(E(m,b,data),b)},{m,b}); fsolve({diff(E(m,b,data),m),diff(E(m,b,data),b)},{m,b}): plot3d(E(m,b,data),m=-20..20,b=-20..20,axes=boxed);

6&-%*AXESSTYLEG6#%$BOXG-%+AXESLABELSG6%Q"m6"Q"bF+Q!F+-%%GRIDG6%;$!#?""!$"#?F4F1X,F+I)anythingG%*protectedGF+[gl'!%"!!#\bm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4917F171D204A40A49B7F171D204840A4A57F171D204A40A4AF7F171D204940A4B97F171D204840A4C37F171D204A40A4CD7F171D204940A4DCA6B6303A45-%,ORIENTATIONG6$$"#!)!""$"1-++++++()!#9

To have an idea about where the minimum is located, we can use the least squares method. with(CurveFitting): LeastSquares(data,x);

LCYkIitJKHApW08hIzUiIiIqJiQiMyxWeDlGVilIdyIhIzxGJkkieEc2IkYmISIi

plot3d(E(m,b,data),m=-2..-1,b=0..1,axes=boxed,style=patchcontour);

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plot3d(E(m,b,data),m=-2..-1,b=0..1.5,axes=boxed,style=patchcontour,orientation=[-90,0]);

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plot3d(E(m,b,data),m=-2..-1.8,b=0..1.5,axes=boxed,style=patchcontour,orientation=[-90,0]);

6'-I%GRIDG6$%*protectedGI(_syslibG6"6%;$!"#""!$!#=!"";$F-F-$"#:F0X,F(I)anythingGF&F([gl'!%"!!#\bm":":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plot3d(E(m,b,data),m=-1.95..-1.8,b=0.5..1.25,axes=boxed,style=patchcontour,orientation=[-90,0]);

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plot3d(E(m,b,data),m=-1.925..-1.85,b=0.75..1,axes=boxed,style=patchcontour,orientation=[-90,0]);

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plot3d(E(m,b,data),m=-1.905..-1.855,b=0.8..1,axes=boxed,style=patchcontour,orientation=[-90,0]);

6'-I%GRIDG6$%*protectedGI(_syslibG6"6%;$!%0>!"$$!%b=F-;$"")!""$"""""!X,F(I)anythingGF&F([gl'!%"!!#\bm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plot3d(E(m,b,data),m=-1.905..-1.855,b=0.8..1,axes=boxed,style=patchcontour,orientation=[-90,0]); line1:=x->LeastSquares(data,x); line2:=x->-1.87*x+0.9;

Zio2I0kieEc2IkYlNiRJKW9wZXJhdG9yR0YlSSZhcnJvd0dGJUYlLV9JLUN1cnZlRml0dGluZ0c2JCUqcHJvdGVjdGVkR0koX3N5c2xpYkdGJUktTGVhc3RTcXVhcmVzR0YlNiRJJWRhdGFHRiVGJEYlRiVGJQ==

Zio2I0kieEc2IkYlNiRJKW9wZXJhdG9yR0YlSSZhcnJvd0dGJUYlLCYqJiQiJCg9ISIjIiIiRiRGLiEiIiQiIipGL0YuRiVGJUYl

line1(x);

LCYkIitJKHApW08hIzUiIiIqJiQiMyxWeDlGVilIdyIhIzxGJkkieEc2IkYmISIi

with(plots): display(plot(data, style=point,color=blue,thickness=2),plot([line1(x),line2(x)],x=-10..10,color=[red,green]));

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