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Log(x): monotonic increasing?

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Arun Nagarkatti

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Oct 28, 2000, 7:46:58 PM10/28/00
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I've often needed to assume in some proofs that log(x) is a monotonic
increasing function. I was wondering if this is a valid enough proof,
or is there a bit more rigour involved?

(log(x) is to the base e, incidentally)

f(x) = log(x) defined for x > 0.

f'(x) = 1/x

f''(x) = -1/x^2.

The second derivative is negative, and this holds for all x > 0, thus
the function is non-decreasing, or monotonic increasing function.

Would this be a reasonable proof?

Thanks.

Neeraj.

spam...@nil.nil

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Oct 29, 2000, 6:35:42 AM10/29/00
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Arun Nagarkatti <arun.na...@ntlworld.com> wrote:
> I've often needed to assume in some proofs that log(x) is a monotonic
> increasing function. I was wondering if this is a valid enough proof,
> or is there a bit more rigour involved?

> (log(x) is to the base e, incidentally)

> f(x) = log(x) defined for x > 0.

> f'(x) = 1/x

STOP HERE

> f''(x) = -1/x^2.

> The second derivative is negative, and this holds for all x > 0, thus
> the function is non-decreasing, or monotonic increasing function.

> Would this be a reasonable proof?

No. Consider log(x)-100x (this function is not monotonic increasing). Its
second derivative is -1/x^2 also. The second derivative tells you how the
function is BENDING (it is bending down - but a function can go down and
still bend down). The FIRST derivative tells you which way the function is
actually going. Just look at the first derivative. 1/x. Log (for real
analysis) is only defined for positive x. 1/x is positive. The function is
GOING up (it is increasing).

The first derivative tells you about increasing or decreasing (which way
the function is "going" - up or down).

The second derivative tells you about concavity/convexity (which way the
function is "bending" - up or down).

(a function can go up and bend downwards, go down and bend further
downwards, go down and bend upwards, go upwards and bend further upwards -
the first derivative tells you the direction and the second tells you
which way it is "bending")

Arun Nagarkatti

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Oct 28, 2000, 9:55:17 PM10/28/00
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So how do you suggest I go about proving this fact, that Log(x) is monotonic
increasing function?

Robin Chapman

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Oct 29, 2000, 8:44:47 AM10/29/00
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In article <39FB8385...@ntlworld.com>,

Arun Nagarkatti <arun.na...@ntlworld.com> wrote:
> So how do you suggest I go about proving this fact, that Log(x) is
monotonic
> increasing function?

If you really must use differentiation, then at least refrain
from repeating it,

--
Robin Chapman, http://www.maths.ex.ac.uk/~rjc/rjc.html
"`The twenty-first century didn't begin until a minute
past midnight January first 2001.'"
John Brunner, _Stand on Zanzibar_ (1968)


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Johannes H Andersen

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Oct 29, 2000, 5:20:50 PM10/29/00
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Arun Nagarkatti wrote:
>
> So how do you suggest I go about proving this fact, that Log(x) is monotonic
> increasing function?
>

Use the definition of log(x) = integral(1/t)dt from 1 to x .

Hence: log(x2) - log(x1) = ( integral(1/t)dt from x1 to x2 ) > 0 for x2 > x1 >
0.

since the integrand is > 0 .

Johannes

David C. Ullrich

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Oct 29, 2000, 9:47:28 AM10/29/00
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On Sun, 29 Oct 2000 02:55:17 +0100, Arun Nagarkatti
<arun.na...@ntlworld.com> wrote:

>So how do you suggest I go about proving this fact, that Log(x) is monotonic
>increasing function?

Read what he wrote! You need only show that the _first_
derivative is positive. Which is clear since the derivative is 1/x.
(We're only talking about x > 0 since that's the domain of log.)

Ronald Bruck

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Oct 29, 2000, 12:43:33 PM10/29/00
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For starters, I suggest you READ the post.

--Ron Bruck

In article <39FB8385...@ntlworld.com>, Arun Nagarkatti
<arun.na...@ntlworld.com> wrote:

:So how do you suggest I go about proving this fact, that Log(x) is

:

--
Due to University fiscal constraints, .sigs may not be exceed one
line.

Nate Eldredge

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Oct 29, 2000, 3:18:15 PM10/29/00
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Arun Nagarkatti <arun.na...@ntlworld.com> writes:

> So how do you suggest I go about proving this fact, that Log(x) is monotonic
> increasing function?

Prove that f'(x) is positive over the region of interest. (This
should not be hard :)

--

Nate Eldredge
neld...@hmc.edu

Doug Norris

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Oct 29, 2000, 5:02:02 PM10/29/00
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Arun Nagarkatti <arun.na...@ntlworld.com> writes:

>Would this be a reasonable proof?

What's wrong with just looking at f'(x)=1/x, and noticing that f'(x)>0 for
all x where log(x) is defined?

Doug

Doug Norris

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Oct 29, 2000, 5:02:51 PM10/29/00
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Arun Nagarkatti <arun.na...@ntlworld.com> writes:

>So how do you suggest I go about proving this fact, that Log(x) is monotonic
>increasing function?

Try actually reading what he wrote to you, particularly the part where he
explains how to prove Log(x) is monotone increasing.

Doug

Wim Benthem

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Oct 29, 2000, 5:44:27 PM10/29/00
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On Sun, 29 Oct 2000 13:44:47 GMT, Robin Chapman
<rjch...@my-deja.com> wrote:

>In article <39FB8385...@ntlworld.com>,
> Arun Nagarkatti <arun.na...@ntlworld.com> wrote:
>> So how do you suggest I go about proving this fact, that Log(x) is
>monotonic
>> increasing function?
>
>If you really must use differentiation, then at least refrain
>from repeating it,

Without differentiation you have to prove that y>x implies tha
log(y)>log(x).

log(y) = log(x + (y-x)) = log ( x (1 + (y-x)/x) ) =
log(x) + log (1+(y-x)/x)

if y>x then y-x is positive and (1+(y-x)/x) > 0 therefore
log(y)>log(x)

Wim

Zdislav V. Kovarik

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Oct 29, 2000, 10:13:37 PM10/29/00
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In article <norrisdt....@rintintin.colorado.edu>,
Doug Norris <norr...@rintintin.colorado.edu> wrote:

To have more fun with it:

(1)
You can also use one of the possible definitions of the natural
logarithm:

log(x) = lim[n -> infinity] (x^(1/n) - 1) * n

knowing that x^(1/n) is increasing in x. Sure, all you get in the
limit is

"if 0 < x < y then log(x) <= log(y)"

then you have to establish that log is not constant.

(2)
Using the Mean Value Theorem for the logaritm and some elementary
algebra, you can prove

(*) that the expression

t = 1/log(w) - 1/(w-1)

which is defined for all w>0 with w different from 1, satisfies

0 < t < 1.

From this you can prove (setting w = b/a, a>0 and b >0 and
different)

log(b) - log(a) = (b - a) / (a + (b-a)*t)

so that you will have some insight about how fast log increases.

(Remark: It would be interesting to prove (*) without MVT. Anyone?)

Have fun, ZVK(Slavek).

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