Uncovering the Relationship Between Norms and Hilbert Spaces

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SUMMARY

The discussion focuses on proving the equivalence between the norm relationship $$\|u-4v\| = 2\|u-v\|$$ and the scalar relationship $$\|u\| = 2\|v\|$$ within the context of Hilbert spaces. The parallelogram identity is referenced as a potential tool for the proof. The user initially struggles with the backward direction of the proof but later clarifies their understanding by applying the identity correctly. The final conclusion confirms that the relationship holds true through proper manipulation of the norms.

PREREQUISITES
  • Understanding of Hilbert spaces and their properties
  • Familiarity with vector norms and inner products
  • Knowledge of the parallelogram identity in functional analysis
  • Basic proficiency in mathematical proofs and manipulations
NEXT STEPS
  • Study the properties of Hilbert spaces in detail
  • Learn about the applications of the parallelogram identity in proofs
  • Explore vector norms and their implications in functional analysis
  • Practice proving equivalences in normed spaces
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Students and researchers in mathematics, particularly those focusing on functional analysis, linear algebra, and anyone interested in the properties of Hilbert spaces and vector norms.

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Homework Statement


Given a Hilbert space ##V## and vectors ##u,v\in V##, show $$\|u-4v\| = 2\|u-v\| \iff \| u \| = 2 \| v\|.$$

Homework Equations


The parallelogram identity $$2\| x \|^2+2\| y \|^2 = \| x-y \|^2 + \| x+y \|^2$$

The Attempt at a Solution


Forward:
$$\|u-4v\| = 2\|u-v\| \implies\\
\|u-4v\|^2 = 4\|u-v\|^2\implies\\
\int(u-4v)^2 = 4\int(u-v)^2 \implies\\
\int(u^2-4v^2) = 0\implies\\
\int u^2 = 4\int v^2\implies\\
\| u \| = \| 2 v\|.$$

Backwards is tough. All I can think of is the parallelogram identity, but it is not immediately obvious to me if this helps. I can square the first equation to have a similar form as the parallelogram identity, but cannot see how it applies. I really just don't know how to break apart the summed terms inside the norm aside from inequalities, which won't help since I must show equality. I just read the text and nothing pops up.

EDIT: I must be slow today, backward is clear now (same thing I posted but opposite). Sorry for not seeing this earlier, but thanks for stopping by to help :)
 
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Write ##||x-y||^2 = \langle x-y,x-y\rangle## and calculate ##||u-4v||^2-4||u-v||^2##.
 

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