Small proof on monotonic functions

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Discussion Overview

The discussion revolves around a mathematical problem related to monotonic functions, specifically proving a relationship between two differentiable functions, f(x) and g(x), in the context of a chemistry concept involving vapor pressure and freezing point depression in ideal solutions. Participants explore the implications of certain conditions and assumptions in the proof.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • BiP proposes a proof that if f'(x) > 0 and g'(x) > 0, and there exists a unique intersection point c where f(c) = g(c), then there exists a point d such that f(d) = g(d) - 5, and aims to prove that d < c.
  • Some participants challenge the validity of the claim by providing counterexamples, such as f(x) = 2x and g(x) = x + 1, where the conditions do not hold.
  • BiP acknowledges the counterexamples and suggests that the conditions of the problem need to be strengthened for the proof to hold.
  • Another participant introduces the function h(x) = g(x) - f(x) and applies the Mean Value Theorem (MVT) to analyze the behavior of h between points c and d.
  • It is suggested that if g'(x) > f'(x) > 0 for all x, then the original claim may hold true, prompting further inquiry into how this condition affects the proof.
  • There is a discussion about the necessity of the assumption that f' and g' are greater than zero, with some arguing it is not necessary for the proof.
  • BiP connects the mathematical problem to a chemistry context, explaining how the functions relate to vapor pressure and phase diagrams, and reflects on the importance of rigorous mathematical reasoning in understanding these concepts.

Areas of Agreement / Disagreement

Participants express disagreement regarding the validity of the initial claim, with multiple counterexamples presented. There is no consensus on the conditions necessary for the proof to hold, and the discussion remains unresolved regarding the implications of the proposed conditions.

Contextual Notes

Limitations include the need for stronger conditions to support the proof, as well as the dependence on the specific definitions and behaviors of the functions involved. The discussion highlights the complexity of the relationships between the functions and their derivatives.

Who May Find This Useful

Readers interested in mathematical proofs, monotonic functions, and their applications in chemistry, particularly in the context of vapor pressure and phase transitions, may find this discussion insightful.

Bipolarity
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I actually made this question up while studying some chemistry. The problem is easy to visualize, but I'm trying to formalize to help myself think more rigorously. To be precise I sort of thought about how you could prove that a reduction in vapor pressure causes a depression freezing point in an ideal solution.

Suppose that f(x) and g(x) are both real-valued differentiable functions defined for all x.

It is known that:
f&#039;(x)&gt;0 for all x
g&#039;(x)&gt;0 for all x
There exists exactly one value of c such that f(c) = g(c)
There exists a d such that f(d) = g(d)-5

Prove that d&lt;c

I will be very thankful if someone could help me out. Again this is a problem I made up from my studies in chemistry. Not a homework problem.

Thanks!

BiP
 
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I don't think it's true.

Take f(x)=2x and g(x)=x+1. Then f(0)=g(0)=1, but there certainly exists a point d>0 such that f(d)=g(d)+5. Take d approximately 3.20194.
 
micromass said:
I don't think it's true.

Take f(x)=2x and g(x)=x+1. Then f(0)=g(0)=1, but there certainly exists a point d>0 such that f(d)=g(d)+5. Take d approximately 3.20194.

Ah my mistake. I forgot to clarify that there is exactly one point of intersection between
f(x) and g(x).

Sorry!

BiP
 
Still not true. Take f(x)=ex and g(x)=x+1.
 
Just to throw an idea:

Define h(x): g(x)-f(x)

Then: h(c)=g(c)-f(c)=0

h(d)=g(d)-f(d)=5

And you know h(x) is differentiable . Then, using the MVT, there is an x in (c,d) with :

h'(x)=[h(d)-h(c)]/(d-c)=5/(d-c)

Then h'(x) --the difference (g-f) -- is positive when d>c, and otherwise negative, and

you know this difference is 0 at one point, i.e., at c.


So you're saying that the only choice is when one function grows faster than the other before- or after- they meet.
 
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Bacle2, I guess you've solved it. But micro's counterexamples were also correct, so I smell a paradox! Is giving me the goosebumps!

BiP
 
Bipolarity said:
Bacle2, I guess you've solved it. But micro's counterexamples were also correct, so I smell a paradox! Is giving me the goosebumps!

BiP

Actually, I think my layout suggests that your hypothesis needs (at least tweaking), and
your conditions need to be strengthened, so at least from that I don't think there is a paradox.
 
Yes, if you add the hypothesis that

g^\prime(x)&gt;f^\prime(x)&gt;0

for all x, then what you say is true.
 
micromass said:
Yes, if you add the hypothesis that

g^\prime(x)&gt;f^\prime(x)&gt;0

for all x, then what you say is true.

Wait, micro, could you please walk me through how adding that condition consolidates Bacle's proof? I can understand the intuition behind it but I can't see it's role in the proof itself.

Also, I think you mean f^\prime(x)&gt;g^\prime(x)&gt;0

BiP
 
  • #10
Bipolarity said:
Wait, micro, could you please walk me through how adding that condition consolidates Bacle's proof? I can understand the intuition behind it but I can't see it's role in the proof itself.

Also, I think you mean f^\prime(x)&gt;g^\prime(x)&gt;0

BiP

Yes, I meant it the other way around.

Let's use Bacle's idea and introduce the function h=f-g.

We know that h(c)=0 and h(d)=-5 and h'(x)>0 for all x.

This also shows that the assumption that f' and g' is >0 is not necessary.

Assume that d>c. Using the mean-value theorem, we know that there is a b between c and d such that

h^\prime(b)=\frac{h(d)-h(c)}{d-c}

but the left-hand side is positive. The right-hand side evaluates to

\frac{-5}{d-c}

and is negative. This is a contradiction. So our assumption that d>c is false.
 
  • #11
micromass said:
Yes, I meant it the other way around.

Let's use Bacle's idea and introduce the function h=f-g.

We know that h(c)=0 and h(d)=-5 and h'(x)>0 for all x.

This also shows that the assumption that f' and g' is >0 is not necessary.

Assume that d>c. Using the mean-value theorem, we know that there is a b between c and d such that

h^\prime(b)=\frac{h(d)-h(c)}{d-c}

but the left-hand side is positive. The right-hand side evaluates to

\frac{-5}{d-c}

and is negative. This is a contradiction. So our assumption that d>c is false.

Amazing! Thanks! How do you guys do these so fast and elegantly?

BiP
 
  • #12
Bipolarity, how exactly is this related to the chemistry problem you were discussing?
 
  • #13
lugita15 said:
Bipolarity, how exactly is this related to the chemistry problem you were discussing?

I'm glad you asked. When a solute is dissolved in a pure solvent and forms an ideal solution, the vapor pressure pressure of the solvent drops. (Raoult's law)

If you look at the phase diagram of any solvent, the added solvent essentially shifts the vapor pressure curve downward (this is only an approximation!) and it intersects with the solid-gas curve at a lower temperature, resulting in a lower triple point.

In my problem, f(x) was essentially the solid-gas curve. g(x) was the vapor pressure (or liquid-gas) curve, and the downward shift was done to prove that the curves now intersect at a lower temperature, hence the triple-point temperature depression.

It was difficult for me to initially realize that the solid-gas curve has a higher slope than the liquid-gas curve if you extrapolate it, which explains the initial confusion in this thread. Calculus be thanked!

Refer to this picture:
fpdep.gif


Pretty obvious from the diagram, it's just that I'm a stickler for abstract rigor. Dunno if that's good or bad thing.

BiP
 
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