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Conference rusure::math

Title:Mathematics at DEC
Moderator:RUSURE::EDP
Created:Mon Feb 03 1986
Last Modified:Fri Jun 06 1997
Last Successful Update:Fri Jun 06 1997
Number of topics:2083
Total number of notes:14613

1667.0. "to prove limits..." by HANNAH::ACHAN (Aston CHAN, VIPS. DTN 235-8142, M/S DSG1-2/C7) Mon Sep 21 1992 16:48

    Hi,
    
    I'm taking a course which reviews some of the Mathematical background.
    I've forgotten how to prove the may be trivial problems below :
    
    
             lim (n**b)/(a**n)  = 0
            n->inf
    
             lim (n**log(n))/[(log(n))**n] = 0
            n->inf
    
    and      lim (n!)/(n*log(n)) = 0
            n->inf
    
    where a, b are real constants and a > 1.
    
    "inf" means infinity and
    "**"  means power e.g. n**b reads  "n to the power b"
    
    Any help is appreciate.
    
    Thanks.
    
    -Aston
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1667.1first oneSTAR::ABBASISpell checking is a family valueMon Sep 21 1992 23:5724
    >         lim (n**b)/(a**n)  
    >        n->inf
    
     we can try this:
    
        n=oo
        ---
        \        n^b/a^n
        /
        ---
        n=1
    
    now, if the above is convergent series, then the nth term, as n->oo
    must get smaller and smaller, and will tend to zero.
    so, all what we need is to prove that the above series converges.
    try the ratio test, take ratio of n+1 term to n term, and take n->oo
    
                 (n+1)^b/a^(n+1)      (n+1)^b
                 ---------------- = ---------- = 1/a  as n->oo
                     n^b/a^n           a n^b
    
    but a>1, so 1/a < 1 , so the series converges , so lim n->oo n^b/a^n=0
    
    
1667.2third one, assuming I know what iam doingSTAR::ABBASISpell checking is a family valueTue Sep 22 1992 00:4817
    >        lim (n!)/(n*log(n)) = 0
    >        n->inf
    
    use ratio test
    
                  (n+1)! /( (n+1)*log(n+1) )     (n+1) n! n*log(n)
                  -------------------------- = --------------------
                      n!/n*log(n)                n! (n+1)*log(n+1)
    
        n * log(n)
     = ------------ --> n  as n->oo , i.e. goes to oo.
        log(n+1)
    
    ratio test says the series n!/nlog(n) is convergents, so
    nth term n!/n*log(n) does not go to zero as n->oo, which contredicts 
    what you ask to show ?
    
1667.3CSC32::D_DERAMODan D&#039;Eramo, Customer Support CenterTue Sep 22 1992 10:3727
    Alternate solutions using logs
    
>             lim (n**b)/(a**n)  = 0
>            n->inf

    The log of (n**b)/(a**n) is b log n - n log a.
    a > 1 so log a is positive; n grows much faster than log n, so
    n log a outgrows b log n and so the difference b log n - n log a
    becomes more and more negative as n increases.  Thus (n**b)/(a**n)
    approaches zero as n increases without bound.

>             lim (n**log(n))/[(log(n))**n] = 0
>            n->inf
    
    Again taking logs, log (n**log(n))/[(log(n))**n] is
    (log n)^2 - n log log n, which again becomes more and more
    negative as n increases.  The limit is again zero.
    
>    and      lim (n!)/(n*log(n)) = 0
>            n->inf
    
    There is no way that this limit is zero.  n! grows much faster
    than n log n; the quotient increases without bound as n does.
     
>    where a, b are real constants and a > 1.
    
    Dan
1667.4Lest we start too late in the gameVMSDEV::HALLYBFish have no concept of fire.Tue Sep 22 1992 11:4013
    It could be that the author of .0 is looking for a more basic solution
    than has been provided, one which uses the definition of limit, i.e.,
    given epsilon > 0 there exists N such that, e.g.:
    
    	n > N --> (n^b)/(a^n) < epsilon
    
    	n > N --> (n**log(n))/[(log(n))**n] < epsilon
    
    	~(n > N --> (n!)/(n*log(n)) < epsilon)
    
    and the REAL problem is to find such an N in terms of epsilon.
    
      John
1667.5AMCCXN::BERGHPeter Bergh, DTN 523-3007Tue Sep 22 1992 13:1725
  <<< Note 1667.3 by CSC32::D_DERAMO "Dan D'Eramo, Customer Support Center" >>>

<< ...
   
<< >    and      lim (n!)/(n*log(n)) = 0
<< >            n->inf
    
<<    There is no way that this limit is zero.  n! grows much faster
<<    than n log n; the quotient increases without bound as n does.
     
<< >    where a, b are real constants and a > 1.

This one is tailor-made for Stirling's formula:

	n! = sqrt(2*pi*n)*(n/e)**n*(1+theta/(12*n))

where theta is between 0 and 1 (and, obviously, depends on n).

Based on this, it's quite obvious that the expression in the original note
tends fairly rapidly towards infinity.

My guess is that the original problem should have been

	 lim  (n!)/(n**n) = 0
	n->oo
1667.6I keep dropping the NOT word !STAR::ABBASISpell checking is a family valueTue Sep 22 1992 14:1015
    ref .2 (me)
    
    >    n * log(n)
    > = ------------ --> n  as n->oo , i.e. goes to oo.
    >    log(n+1)
    > 
    >ratio test says the series n!/nlog(n) is convergents, so
                                           ^^^^^^^^^^^^^^
    >nth term n!/n*log(n) does not go to zero as n->oo, which contredicts 
    >what you ask to show ?
    
    even thought it is clear from context, i wanted to say "is NOT convergent"
    
    /nasser
    
1667.7SSAG::LARYLaughter &amp; hope &amp; a sock in the eyeWed Sep 23 1992 03:2418
Re .4: I agree, and I worked on such a proof last night but it got too
cumbersome (and late) so I gave up.

Nuggets from my attempt were:

If f(n) = (n^b)/(a^n) then f(2*n) = f(n)* (2^b)/(a^n).

So, if n > N0 = (b+1)*log(2)/log(a) then f(2n) < f(n)/2 and f(n*2^k) < f(n)/2^k

This can be used to find the N for every epsilon < 1, namely

N = N0*2*f(N0)/epsilon

(i.e. start at N0 & go up at least enough octaves to force f(N0*2^k) < epsilon) 

What remains is a simple proof that f(n) is monotonically decreasing for
n > some N1, so that for ALL n > max (N, N1), f(n) < epsilon...

1667.8THANKS.HANNAH::ACHANAston CHAN, VIPS. DTN 235-8142, M/S DSG1-2/C7Wed Sep 23 1992 15:129
    Thanks for all replies.
    
    Yes, the 3rd one should be related to Stirling's formula.
    
    No, I don't need to find epsilon for the proves.
    
    Oh, I suddenly have so many TA helping me :-)
    
    -Aston