Limiting Value of Theta as n --> ∞

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Homework Help Overview

The discussion revolves around finding the limiting value of the angle theta between two vectors as n approaches infinity. The vectors are defined as a = <1, 1, ..., 1> and b = <1, 2, ..., n>, and the problem involves understanding the behavior of their dot product and magnitudes in the limit.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore the calculation of the dot product and magnitudes of the vectors, questioning the assumptions made about their limits as n increases. There are discussions about the correct expressions for the dot product and the magnitudes, with some participants suggesting different approaches to the calculations.

Discussion Status

The conversation is active, with participants providing various insights and corrections regarding the calculations. Some participants express uncertainty about specific series sums and their implications for the problem, while others propose alternative interpretations of the results.

Contextual Notes

There are mentions of potential errors in the calculations of the dot product and magnitudes, as well as differing opinions on the limits of these expressions as n approaches infinity. Participants are also referencing prior knowledge and assumptions that may not be fully validated in the current context.

adm_strat
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[SOLVED] Vector Problem

Given

Suppose a and b are vectors in Vn and theta is the angle between them. If a=<1,1,...,1> and b=<1,2,...,n>, find the limiting value of theta as n-->infinity


relevant equations:
a*b = |a|*|b| * cos(theta)
or
theta = arccos ((a*b)/(|a|*|b|)



I know:

1) as n --> infinity, a*b = 1*1 + 1*2 + 1*3 + ... + 1*infinity
Therefore a*b equals infinity as n approaches infinity

2) as n --> infinity, |a|*|b| = sqrt(1 + 1 +...+ 1) * sqrt(1 + 4 + 9 + 16 +...+ (infinity)^2)


I can make all kinds of assumptions from here but I don't know where to go with this problem. Just looking at what I have so far it looks as if |a|*|b| goes to infinity faster then a*b, but I don't know how to show that and I am stuck. Thanks for the help
 
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nono you got the scalar product all wrong :) |a|*|b| -> max(a_i*b_i) = n2 because n*n is the biggest summand in the scalar product.

so the numerator goes to n^2.

Now you got to take a better approch to calculating a*b=1+2+3+...=n*(n+1)/2

so you have arccos((n^2+n/2)/n^2)) goes to arccos(1) = 0, Pi , 2Pi,... so on :)

i guess it goes that way doesn´t it ?
 
adm_strat said:
I know:

1) as n --> infinity, a*b = 1*1 + 1*2 + 1*3 + ... + 1*infinity
Therefore a*b equals infinity as n approaches infinity

2) as n --> infinity, |a|*|b| = sqrt(1 + 1 +...+ 1) * sqrt(1 + 4 + 9 + 16 +...+ (infinity)^2)

Find expressions for \vec a \cdot \vec b, |\vec a|, and |\vec b| for finite n, form \cos\theta, and finally take the limit as n\to\infty.

Mr.Brown said:
Now you got to take a better approch to calculating a*b=1+2+3+...=n*(n+1)/2

Good so far. How about the rest?

so you have arccos((n^2+n/2)/n^2)) goes to arccos(1) = 0, Pi , 2Pi,... so on :)
i guess it goes that way doesn´t it ?

Nope. Not that way.
 
I agree with the \vec a \cdot \vec b = \frac{n*(n+1)}{2}


I don't agree with the part where you say that |\vec a| |\vec b|
= n^{2}

My reasoning is |\vec a| = \sqrt{1 + 1 +...+ 1} and as n\to\infty, the limit goes to \sqrt{n}

-- Also shouldn't the sum of the series: \sqrt{1 + 4 + 9 + 16 +...+ \infty^{2} be soemthing like \sqrt{ \frac{(2n+1)*(n+1)}{2}} as n\to\infty ?

I am not sure if the \sqrt{ \frac{(2n+1)*(n+1)}{2}} is correct or not and it is the last thing holding me up. I looked through my calculus book and I can't find it in the series section. Can anyone confirm this or tell me what it auctually is? Thanks in advance.
 
Sum of the first n squares is n*(n+1)*(2n+1)/6. How did you arrive at your guess??
 
I was just trying to remember from previous classes that I took. Simply a guess.
 
I think that means that as n\to\infty, then \frac{\vec a \cdot \vec b<br /> }{|\vec a| |\vec b|}\to\frac{\sqrt{3}}{2}

That means that \arccos\frac{\sqrt{3}}{2} \to \frac{\pi}{6}, which is the angle between the two vectors

Thanks for the help
 

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