Let a and b denote 2 2d vectors

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The discussion centers on proving the inequality \( a \cdot b \leq ||a|| \, ||b|| \) for two 2D vectors \( a = \langle a_1, a_2 \rangle \) and \( b = \langle b_1, b_2 \rangle \). Participants emphasize the importance of correctly calculating the dot product and magnitudes, leading to the expression \( 0 \leq a_1^2b_2^2 + a_2^2b_1^2 - 2a_1b_1a_2b_2 \). The final goal is to demonstrate that this expression is non-negative, which is achieved through algebraic manipulation and understanding of squared terms.

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  • Familiarity with algebraic manipulation, including squaring and expanding expressions.
  • Knowledge of the Cauchy-Schwarz inequality in vector mathematics.
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Homework Statement



Let a and b denote two 2D vectors a = <a1, a2> b=<b1, b2>

show directly that a . b ≤ ||a||||b||

Homework Equations


The Attempt at a Solution



Im looking for a place to start here. Should i start by computing the dot product of a and b and then also finding the magnitude of a and b?
 
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ibaforsale said:

Homework Statement



Let a and b denote two 2D vectors a = <a1, a2> b=<b1, b2>

show directly that a . b ≤ ||a||||b||

Homework Equations





The Attempt at a Solution



Im looking for a place to start here. Should i start by computing the dot product of a and b and then also finding the magnitude of a and b?

Are you asking for our permission?
 
no, a push in the right direction.
 
Well, why don't you be brave and try your own suggestion?
 
i did, " Should i start by computing the dot product of a and b and then also finding the magnitude of a and b"
 
So do it. Show us what you get when you calculate both sides. Can you tell if the inequality is true? Can you work on it so you can tell? Let's see some effort.
 
so after doing it i got a1b1 + a2b2 ≤ (a1+a2)(b1+b2)

which can be expanded out to a1b1 + a2b2 ≤ a1b1 + a1b2 + a2b1 + a2b2
 
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since there's more terms on the right side can it be said that its greater than the left side?
 
ibaforsale said:
so after doing it i got a1b1 + a2b2 ≤ (a1+a2)(b1+b2)

which can be expanded out to a1b1 + a2b2 ≤ a1b1 + a1b2 + a2b1 + a2b2

ibaforsale said:
since there's more terms on the right side can it be said that its greater than the left side?

No. The first thing you need to do is use the correct formulas for ##\|a\|## and ##\|b\|##.
 
  • #10
||a|| is not equal to (a1+a2).
 
  • #11
isnt ||a|| = Sqrt(a12 + a22)?
 
  • #12
ibaforsale said:
isnt ||a|| = Sqrt(a12 + a22)?

Yes, but that is not equal to ##a_1+a_2##.
 
  • #13
if theyre both squared can't you just take the sqrt and end up with a1+a2?
 
  • #14
Does ##\sqrt{3^2+4^2} = 3+4##?
 
  • #15
ahh i see

so then i get

a1b1 + a2b2 ≤ √(a12+a22) + √(b12+b22)
 
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  • #16
ibaforsale said:
ahh i see

so then i get

a1b1 + a2b2 ≤ √(a12+a22) + √(b12+b22)

Where did that + come from? Fix that and then respond to post #6.
 
  • #17
my mistake

a1b1 + a2b2 ≤ √(a12+a22) √(b12+b22)

how can i determine the truth of the inequality?
 
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  • #18
ibaforsale said:
my mistake

a1b1 + a2b2 ≤ √(a12+a22) √(b12+b22)

how can i determine the truth of the inequality?

Work on it. How might you get rid of the square roots?
 
  • #19
(a1b1)2 + (a2b2)2 ≤ (a12+a22) + (b12+b22)

I can then multiply out the right side which gives me something similar to what i got in step 7 just the a and b terms are all squared

can i then subtract the left side to get 0 <= a12b22 + a22b12?
 
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  • #20
ibaforsale said:
(a1b1)2 + (a2b2)2 ≤ (a12+a22) + (b12+b22)

I can then multiply out the right side which gives me something similar to what i got in step 7 just the a and b terms are all squared

can i then subtract the left side to get 0 <= a12b22 + a22b12?

You have that bogus + sign in there again and if you are squaring both sides, your algebra is wrong. You are never going to get this problem correct if you can't do algebra correctly.
 
  • #21
made a mistake and posted twice
 
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  • #22
You're making the same error squaring the left hand side that you were making with taking square roots earlier.
 
  • #23
so the left side should be (a1b1 + a2b2)2?
 
  • #24
Yes.
It would be easier for us if you put each whole inequality so we don't have to go 10 or 15 posts back to see where you're coming from.
 
  • #25
hopefully there's no algebra mistakes now

i started with
a1b1 + a2b2 ≤ √(a12+a22) + √(b12+b22)

squared both sides to get
(a1b1 + a2b2)2 ≤ (a12+a22) (b12+b22)

after working out both sides i end up with

2a1b1a2b2 <= a12b22 + a22b12
 
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  • #26
ibaforsale said:
hopefully there's no algebra mistakes now

i started with
a1b1 + a2b2 ≤ √(a12+a22) + √(b12+b22)

squared both sides to get
(a1b1 + a2b2)2 ≤ (a12+a22) (b12+b22)

after working out both sides i end up with

2a1b1a2b2 <= a12b22 + a22b12

Well yes, you finally have the algebra correct. So what about that last inequality? Is it true? Hint: Collect all the terms on the right hand side and think about what you have.
 
  • #27
That looks correct. In the first line there's a + in the right hand side where it's supposed to be a multiplication, but you use it as a multiplication in the second line, so it doesn't cause any problems with the final line.

Now comes trying to prove the inequality that you have left... any ideas on what to do?
 
  • #28
what terms are there to collect? it seems to me that they are different, the first las a1b2 and the second has a2b1
 
  • #29
Yes, they are all different. I just meant get all the variables on the right side.
 
  • #30
oh okay, so i get

2 <= (a12b22 + a22b12) / a1b1a2b2

or if i move everything i get

0 <= a12b22 + a22b12 - 2a1b1a2b2
 

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