Normed vector space: convex set

kingwinner
Messages
1,266
Reaction score
0

Homework Statement


Show that the closed unit ball {x E V:||x||≤1} of a normed vector space, (V,||.||), is convex, meaning that if ||x||≤1 and ||y||≤1, then every point on the line segment between x and y has norm at most 1.
(hint: describe the line segment algebraically in terms of x and y and a parameter t.)

Homework Equations


The Attempt at a Solution


For the line segment between x and y, is it described by x+t(y-x), 0≤t≤1? I'm pretty sure this is correct in R^n, but is it still true in a general normed vector space? Does it still describe a straight line? Why or why not?

Also, how can we prove that the norm of it is ≤1?

Thanks!
 
Physics news on Phys.org
Yes, that is the equation for a line segment in Euclidean space (see the last part of http://planetmath.org/encyclopedia/ConvexSet.html )
I have not thought about this much but what have you tried in showing the norm is less than 1? Have you used the triangle inequality? That was the first thing that came to my mind
 
Last edited by a moderator:
Yes, that is the equation for a line segment in Euclidean space Rn, but is it still true in a GENERAL normed vector space? If so, why??
In a general space, I think the norms are all screwed up and skewed, so does it even describe a straight line anymore?

About showing the norm is ≤1, I tried the triangle inequality, but I don't think it works.
||x+t(y-x)|| ≤ ||x|| + t||y-x|| ≤ 1 + t||y-x||
 
That is the definition of a convex set in a vector space I've always used. It is also in Royden's Real Analysis, in the section on Banach Spaces.
 
kingwinner said:
About showing the norm is ≤1, I tried the triangle inequality, but I don't think it works.
||x+t(y-x)|| ≤ ||x|| + t||y-x|| ≤ 1 + t||y-x||

Try writing it as (1-t)x + ty first.
 
There are two things I don't understand about this problem. First, when finding the nth root of a number, there should in theory be n solutions. However, the formula produces n+1 roots. Here is how. The first root is simply ##\left(r\right)^{\left(\frac{1}{n}\right)}##. Then you multiply this first root by n additional expressions given by the formula, as you go through k=0,1,...n-1. So you end up with n+1 roots, which cannot be correct. Let me illustrate what I mean. For this...
Back
Top