Valid proof of Cauchy-Schwarz inequality?

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SUMMARY

The discussion centers on the proof of the Cauchy-Schwarz inequality, specifically a proposed simpler proof using the relationship \( u \bullet v = ||u|| ||v|| \cos \theta \). The participants highlight that while this approach is straightforward, it requires a clear definition of the inner product, typically \( u \cdot v = \sum_i u_i v_i \). The consensus indicates that the simpler proof may not be suitable for exams in multivariable and complex calculus, as it lacks the rigor of traditional proofs that manipulate the square of the difference of two vectors.

PREREQUISITES
  • Understanding of inner product definitions, specifically \( u \cdot v = \sum_i u_i v_i \)
  • Familiarity with the Cauchy-Schwarz inequality
  • Knowledge of vector norms and properties of the dot product
  • Basic concepts in multivariable and complex calculus
NEXT STEPS
  • Study the formal proof of the Cauchy-Schwarz inequality using vector norms
  • Explore the geometric interpretation of the inner product and its implications
  • Learn about the properties of cosine in relation to angles between vectors
  • Investigate alternative proofs of the Cauchy-Schwarz inequality found in advanced calculus textbooks
USEFUL FOR

Students and educators in mathematics, particularly those studying multivariable and complex calculus, as well as anyone seeking to deepen their understanding of the Cauchy-Schwarz inequality and its proofs.

phosgene
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Homework Statement



I was discussing the proof for the Cauchy-Schwarz inequality used in our lectures, and another student suggested an easier way of doing it. It's really, really simple. But I haven't seen it anywhere online or in textbooks, so I'm wondering if it's either wrong or is only valid in certain scenarios.

The quick version is this:

u \bullet v = ||u|| ||v|| cosθ where θ is between 0 and \pi.

The upper and lower bounds of |cosθ| are 1 and 0, respectively, so |u \bullet v | \leq ||u|| ||v||
 
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phosgene said:

Homework Statement



I was discussing the proof for the Cauchy-Schwarz inequality used in our lectures, and another student suggested an easier way of doing it. It's really, really simple. But I haven't seen it anywhere online or in textbooks, so I'm wondering if it's either wrong or is only valid in certain scenarios.

The quick version is this:

u \bullet v = ||u|| ||v|| cosθ where θ is between 0 and \pi.

The upper and lower bounds of |cosθ| are 1 and 0, respectively, so |u \bullet v | \leq ||u|| ||v||

You need to tell us what is the definition of inner product that you start with. If it is ##u \cdot v = \sum_i u_i v_i,## then you first need to prove that ##u \cdot v = |u| |v| \cos \theta.## Actually, it is sometimes done in the opposite way: from ##u \cdot v = \sum_i u_i v_i,##, one proves the C_S inequality, and then notes that one can *define* ##\theta## from
\cos \theta =\frac{u \cdot v}{|u| |v|}.
 
Thanks for the reply, so it seems that the proof in my original post would probably not be a good one to use in an exam? The course in question is multivariable and complex calculus. The proof that I've used myself relies on algebraically manipulating the square of the length of the difference of two vectors ( ||a \widehat{x} - b \widehat{y} ||^2 \geq 0 ) using the properties of the dot product, rather than the cosine argument. It's the proof I've seen in the textbooks I have, but it's a bit longer to write out.
 

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