Proof of the Cauchy-Shwarz Inequality

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SUMMARY

The discussion centers on an alternative proof of the Cauchy-Schwarz Inequality, specifically demonstrating that the projection of vector v onto vector u satisfies the inequality ||proj_u v|| ≤ ||v|| in ℝ2 or ℝ3. The participants derive the inequality using the formula lu • vl ≤ ||u|| ||v|| and manipulate it through algebraic substitutions. The proof is confirmed to be valid, with participants acknowledging the complexity of notation and the need for clarity in mathematical expressions.

PREREQUISITES
  • Understanding of vector projections in ℝ2 and ℝ3
  • Familiarity with the Cauchy-Schwarz Inequality
  • Basic knowledge of vector operations, including dot products
  • Ability to manipulate inequalities and algebraic expressions
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  • Study the geometric interpretation of the Cauchy-Schwarz Inequality
  • Learn about vector norms and their properties
  • Explore alternative proofs of the Cauchy-Schwarz Inequality
  • Investigate applications of the Cauchy-Schwarz Inequality in various mathematical fields
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Mathematicians, students studying linear algebra, and anyone interested in understanding vector inequalities and their proofs.

Jow
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1. Another approach to the proof of the Cauchy-Shwarz Inequality is suggested by figure 16 (sorry, I don't have the image), which shows that, in ℝ2 or ℝ3, llproj_u{}vll ≤ llvll. Show that this inequality is equivalent to the Cauchy-Schwartz Inequality.


2. Cauchy-Schawrtz Inequality: luvl ≤ llull llvll



3. I substituted proj_u{}v with (uv/uu)u but I can't think of what to do next.
 
Last edited:
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Actually, I think I got it (please tell me if I am correct):

ll(u•v/u•u)ull ≤ llvll
lu•v/u•ul llull ≤ llvll
lu•v/u•ul^2 llull^2 ≤ llvll^2
lu•v/u•ul lu•v/u•ul (u•u) ≤ v•v
(lu•vl*lu•vl)/(u•u) ≤ v•v
lu•vl^2 ≤ (v•v)(u•u)
lu•vl^2 ≤ llvll^2 llull^2
lu•vl ≤ llvll llull
 
Jow said:
Actually, I think I got it (please tell me if I am correct):

ll(u•v/u•u)ull ≤ llvll
lu•v/u•ul llull ≤ llvll
lu•v/u•ul^2 llull^2 ≤ llvll^2
lu•v/u•ul lu•v/u•ul (u•u) ≤ v•v
(lu•vl*lu•vl)/(u•u) ≤ v•v
lu•vl^2 ≤ (v•v)(u•u)
lu•vl^2 ≤ llvll^2 llull^2
lu•vl ≤ llvll llull

That's pretty hard to read. But it look ok to me. There's probably some extra steps in there you don't need. u.u=||u||^2, right?
 
Yeah, I put few extra steps that weren't necessary. I know its difficult to read; I am not really familiar with how to properly input some of the symbols.
 
Jow said:
ll(u•v/u•u)ull ≤ llvll

Jow said:
Yeah, I put few extra steps that weren't necessary. I know its difficult to read; I am not really familiar with how to properly input some of the symbols.

It isn't that difficult

##\| (\frac{u\cdot v}{u\cdot u}) u \| \le \| v \|##
Right click on it to see the code. Put ## at the beginning and end of the code.
 

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