Normed vector space: convex set

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Homework Help Overview

The problem involves demonstrating that the closed unit ball in a normed vector space is convex. Specifically, it requires showing that if two points within the unit ball are connected by a line segment, every point on that segment also lies within the unit ball.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the algebraic representation of the line segment between two points and question its validity in a general normed vector space. There are inquiries about the implications of using the triangle inequality to show the norm remains bounded by 1.

Discussion Status

Participants are actively exploring the properties of line segments in normed spaces and considering different approaches to demonstrate the convexity of the unit ball. Some have suggested using the triangle inequality, while others are questioning its applicability in this context. There is no explicit consensus yet, but various lines of reasoning are being examined.

Contextual Notes

There is a hint provided in the original post regarding the algebraic description of the line segment and a suggestion to express it in a different form. Participants are also reflecting on definitions from established texts, indicating a reliance on formal definitions and properties of convex sets.

kingwinner
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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 [tex]R^n[/tex], 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!
 
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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
 
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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.
 

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