I want to determine whether the following is a norm or not:
max{|x1−x2|,|x1+x2|,|x3|,|x4|,…,|xn|}
Specifically, I want to know whether the triangle inequality holds:
||x+y||≤||x||+||y||
I also noted that this is very similar to the L−∞ norm:
||x||∞=max1≤i≤n|xi|
Since this norm is identical to the L−∞ norm except for the first two elements, it suffices to consider the cases when |x1+x2| and |x1−x2| are the maximum
elements.
I am stuck on this thought, not being able to cover all the cases. (I have been thinking what if x1 and x2 are large but y1 and y2 are small. Anyway, this
leads me to believe that there is a simpler way.
- How do I determine whether the triangle inequality holds?
- What is a good strategy in general when dealing with maxima?
Answer
Consider the map f:(x1,x2,x3,…,xn)↦(x1−x2,x1+x2,x3,…,xn). It is easy to show that this is linear and invertible. So, you have got a linear bijection on your hands, and your candidate norm is |x|=|f(x)|∞.
Then the problem reduces to "given a linear bijection f:Rn→Rn and a known norm |⋅|, show that |f(⋅)| is also a norm" which (I think) is true and much easier to tackle.
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