Closest point to a set with l1 norm

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Homework Help Overview

The discussion revolves around finding the closest point to a set using the l1 norm, focusing on the conditions for best approximation and the relationships between coordinates.

Discussion Character

  • Exploratory, Assumption checking

Approaches and Questions Raised

  • Participants explore the conditions for best approximation and the implications of coordinate signs. There is mention of considering various combinations of signs and the potential symmetry in the problem.

Discussion Status

Some participants have offered different perspectives on how to approach the problem, including visualizations and considerations of symmetry. However, there is no explicit consensus on the next steps or a clear path forward.

Contextual Notes

Participants are working under the constraints of the l1 norm and are questioning the assumptions regarding the signs of the coordinates.

CCMarie
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Homework Statement
Given the plane (π):x+2y+z-1=0, what is the element closest to the origin when the distance is measured with l1 norm.
Relevant Equations
The l1 norm for a vector t=(x_0,y_0,z_0) is
||t|| = |x_0|+|y_0|+|z_0|
I tried to find the element of best approximation
||t_0||≤||t||, ∀ y ∈ π

Then |x_0|+|y_0|+|z_0| ≤|x|+|y|+|z| and we have x_0+2y_0+z=1 and x+2y+z=1.

But I don't know hoe to continue...
 
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The only rigorous way I know to solve this would be to consider the various combinations of signs the coordinates could have. For each, the metric can be treated as a linear function. In principle there would be eight cases, but there is a symmetry which allows you to whittle that down.
 
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Being a little less rigorous, from visualising the plane, it looks very likely all coordinates will be positive.
 
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Thank you!
 

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