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Introduction Matrix Action Perpframes, Aligners and Hangers Stretchers Coordinates Projections SVD Matrix Subspaces Linear Systems, Pseudo-Inverse Condition Number Matrix Norm, Rank One Data Compression Noise Filtering
Todd Will
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Multiple
Hits
Projecting to a line |
Projections |
Projecting
to a plane
Simplified formula Exercise |
Hitting with one matrix and then anotherHere's a perpframe Plot an ellipse with a minor axis of 0.5 in the direction of Answer: You know how to plot the unit circle: You know how to use an xy-stretcher to stretch the circle into an ellipse with the desired axes lengths:
All you need to do is hang the ellipse on the perpendicular frame. To do that you hit the curve
An ellipse with a minor axis of 0.5 in the direction of Just what the doctor ordered.
In the problem above you used two matrix hits to plot an ellipse. Plot the same ellipse again, but this time use only one matrix hit. Answer: Above, you defined a stretcher matrix and a hanger matrix and then plotted the results of a hit with the stretcher followed by a hit with the hanger: If you multiply the out (hanger) (stretcher)
you get:
Now hit the unit circle with the product: Apparently, the action of the matrix product: product = (hanger) (stretcher) is the same as the action of the stretcher followed
by the action of the hanger.
Key point:
The action of a matrix product: A=B C is the same as the action
of the C followed by the action of B.
The point on a line through {0,0} closest to P.Here's a plot of the point What point on the x-axis is closest to the point Answer: It's gotta be the point Click here only if you're in doubt about this. What point on the y-axis is closest to the point Answer: It's gotta be the point Click here only if you're in doubt about this.
How can you get these closest points with matrix hits? Answer: To get the closest
point on the x-axis, hit The xy-stretcher you want is Check: To get the closest point on the y-axis hit The xy-stretcher you want is Check:
Here's a plot of a perpframe and the point The plot also shows lines through What point on the green line is closest to the point
Answer: This is a lot harder than
asking what point on the x-axis is closest to Look at the following plots. S is the point on the green line closest to Explain how the S got where it did. Answer: Look again at the first two plots. You get from the first plot to the second plot by rotating the perpframe
vectors This rotates the green line to the x-axis and the point You get this rotation with the
Look at the second and third plots: R is the point on the x-axis closest to Q. You can get R by hitting Q with the This squashes Q's y-coordinate, but leaves the x-coordinate unchanged.
Look at the third and fourth plots: Here you rotate the xy-axis back to the perpframe vectors. The point R gets rotated to S. This is a job for the
Summary: You arrived at S by hitting
P,
This says you can get the coordinates of the point on the green line
closest to Compute this point and add it to the plot
Looks good.
Take a look at the original setup again. What point on the blue line is closest to the point Answer: This time you should
try to imagine the picture for each step:
This rotates P to a new position Q. You use Compute Looks good.
It's good to be able to imagine all of the matrix action that leads
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