Rate of Change in Proportional Equations - Understanding and Practicing the Rule

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SUMMARY

The discussion centers on the mathematical concept of proportional rates of change, specifically in the context of the Friedman equation. The key takeaway is that when the rate of change of a function \( a \) is proportional to itself, it can be expressed as \( \frac{da}{dx} = ka \), leading to the solution \( a = Ce^{kx} \). The operation involved is integration, which transforms the differential equation into a logarithmic form before solving for \( a \). This method is crucial for understanding exponential growth in mathematical modeling.

PREREQUISITES
  • Understanding of differential equations, specifically the form \( \frac{da}{dx} = ka \)
  • Familiarity with integration techniques and logarithmic functions
  • Knowledge of exponential functions and their properties
  • Basic concepts of the Friedman equation in cosmology
NEXT STEPS
  • Study the method of solving first-order linear differential equations
  • Learn about the applications of exponential functions in real-world scenarios
  • Explore integration techniques, particularly integration by separation of variables
  • Review the implications of the Friedman equation in cosmological models
USEFUL FOR

Students studying mathematics, particularly those focusing on differential equations, as well as physicists and cosmologists interested in the applications of these mathematical principles in modeling cosmic phenomena.

robertjford80
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Homework Statement



This actually part of the Friedman equation but it's the math part I'm having trouble with. I'm simplifying down to the nitty-gritty.

a'/a = x

a' = ax

a = e^x

And the lecturer said that when a rate of change is proportional to thing itself then you multiply the thing itself by exp. I don't recall learning about that rule. What is it's name so that I can go back and practice it.
 
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robertjford80 said:

Homework Statement



This actually part of the Friedman equation but it's the math part I'm having trouble with. I'm simplifying down to the nitty-gritty.

a'/a = x

a' = ax

a = e^x

And the lecturer said that when a rate of change is proportional to thing itself then you multiply the thing itself by exp. I don't recall learning about that rule. What is it's name so that I can go back and practice it.

If ##a## is a function of ##x## so that ##a' =\frac {da}{dx}##, the statement that the rate of change is proportional to itself means ##\frac {da}{dx} = ka##, where ##k## is a constant. That is not the type of equation you have written.

But when you do have ##\frac {da}{dx} = ka##, the solution is ##a = Ce^{kx}## for any constant ##C##, as you can verify by plugging it in.
 
but what's the name of this operation so that i can go back and look it up and practice it. the lecturer did have a constant written in the equation but I didn't write it for unknown reasons.
 
The operation being used is integration and I feel sure you have heard of that before!
a'= \frac{da}{dx}= ax
so that, in terms of differentials,
\frac{da}{a}= xdx

Now integrate both sides: ln(a)= (1/2)x^2+ C so that a= e^{(1/2)x^2+ C} or a(x)= C_1e^{(1/2)x^2} where C_1= e^C.

That is NOT the result LCKurtz gave because, as he said, the equation he was looking at was not the one you posted. You said "the lecturer said that when a rate of change is proportional to thing itself then you multiply the thing itself by exp." which would be the case with a'= ka, which is what LCKurtz solved, NOT with your a'= xa, which is what I solved.

a'= da/dx= ka becomes da/a= k dx which, integrated, gives ln(a)= kx+ C so that [/itex]a= C'e^{kx}[/itex] as LCKurtz said.
 
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