Approximation used in physics explanation

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In summary, approximation in physics is a method used to simplify complex problems by making assumptions that reduce the level of detail while retaining essential features of the system. This approach allows physicists to derive manageable equations and predictions, facilitating analysis and understanding of physical phenomena. Approximations can range from linearizing non-linear equations to neglecting minor forces, enabling practical solutions that align closely with experimental observations.
  • #1
tellmesomething
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Homework Statement
Find percent change in KE if speed increases by 1%
Relevant Equations
KE= 0.5 m v^2
I dont know if this question is more fit for the physics forums but regardless i have a doubt in a suggested approach to these questions.

So this is really easy right, you can do this simply by taking out the change in KE which comes out to be 0.0201 K (K being the initial KE)
and then find the percentage which comes out to be 2.01%

Now while this question is easy on the calculation, a suggested approach i saw for questions where the change is very small is:
K=0.5 mv^2
Taking natural log on both sides and then differentiating.
Maybe its because of my poor math skills but i cannot figure out why this works,
we get a close enough answer of 2% by this method

Again i know this sum's calculation can easly be done by hand but for changes small than 1 say 0.001, it must be difficult.
Can someone explain why this works? Why do we take log and then differentiate?
 
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  • #2
What's your alternative calculation precisely.
 
  • #3
PeroK said:
What's your alternative calculation precisely.
We start with K=0.5mv² (initial KE)
Taking natural log on both sides
ln K=ln (0.5) + ln (m) + 2 ln(v)
Differentiating
dk/k = 0 + dm/m + 2 dv/v

For percentage change

dk/k × 100 = (dm/m +2dv/v) ×100
% change in KE = 0 + 2(1%)
=2%
 
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  • #4
You could find the differential of E first. You get dE = mvdv. Note that it contains m explicitly. If we multiply and divide the right side ( love this trick) by v/2 we get dE =2mv2/2v =2Edv/v which yields dE/E =2dv/v which is what you get by taking the logarithm of the original equation and then finding the differential and it hides the mass. It also directly relates the fractional change of E due to v.
 
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  • #5
gleem said:
You could find the differential of E first. You get dE = mvdv. Note that it contains m explicitly. If we multiply and divide the right side ( love this trick) by v/2 we get dE =2mv2/2v =2Edv/v which yields dE/E =2dv/v which is what you get by taking the logarithm of the original equation and then finding the differential and it hides the mass. It also directly relates the fractional change of E due to v.
I see...that does make some sense by writing it down in statements..i ll think on it Thankyou
 
  • #6
PeroK said:
What's your alternative calculation precisely.
is there something wrong with the approach?
 
  • #7
tellmesomething said:
is there something wrong with the approach?
Your approach is unsound. You appear to have differentiated each term with respect to a different variable. There was no reason to take the log or differentiate. If we increase ##v## by ##\Delta v##, then ##K## increases by ##\Delta K##, where:
$$K = \frac 1 2 mv^2$$$$ \implies K + \Delta K = \frac 1 2 m(v + \Delta v)^2 = \frac 1 2 m \big (v^2 + 2v\Delta V + (\Delta v)^2 \big )$$$$= K + \frac 1 2 m(2v\Delta v) + \frac 1 2 m (\Delta v)^2$$If ##\Delta v## is small, we can drop the last term to get the approximation:$$\Delta K \approx \frac 1 2 m(2v\Delta v) = mv\Delta v$$And, finally:$$\frac{\Delta K}{K} \approx \frac{mv\Delta v}{\frac 1 2 mv^2} = 2\frac{\Delta v}{v}$$Note that this holds in general: if ##A = kB^2## for some constant ##k## and ##\Delta B## is a small change in ##B##, then the change in ##A## satisfies:
$$\frac{\Delta A}A = 2\frac{\Delta B}{B}$$
 
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  • #8
PeroK said:
Your approach is unsound. You appear to have differentiated each term with respect to a different variable. There was no reason to take the log or differentiate. If we increase ##v## by ##\Delta v##, then ##K## increases by ##\Delta K##, where:
$$K = \frac 1 2 mv^2$$$$ \implies K + \Delta K = \frac 1 2 m(v + \Delta v)^2 = \frac 1 2 m \big (v^2 + 2v\Delta V + (\Delta v)^2 \big )$$$$= K + \frac 1 2 m(2v\Delta v) + \frac 1 2 m (\Delta v)^2$$If ##\Delta v## is small, we can drop the last term to get the approximation:$$\Delta K \approx \frac 1 2 m(2v\Delta v) = mv\Delta v$$And, finally:$$\frac{\Delta K}{K} \approx \frac{mv\Delta v}{\frac 1 2 mv^2} = 2\frac{\Delta v}{v}$$Note that this holds in general: if ##A = kB^2## for some constant ##k## and ##\Delta B## is a small change in ##B##, then the change in ##A## satisfies:
$$\frac{\Delta A}A = 2\frac{\Delta B}{B}$$
I see okay.... thanks for the clarifications :)
 
  • #9
Hi @tellmesomething. There are various ways to explain. Here’s a fairly basic approach. I'm adding it out of nostalgia, as it's based on what I was taught (before doing any calculus) many##^2## years ago. It’s a bit long though.

1. Note that ##(1+x)^2=1+2x+x^2##.

2. If ##x## is much smaller than ##1##, then ##x^2## is very much smaller than 1 and can be ignored.

3. Look at an example. Suppose ##x = 0.01##. Then
##(1+x)^2 = (1+0.01)^2 = 1^2 + 2*0.01 + 0.01^2 = 1 + 0.02 + 0.0001 = 1.0201##.
The ##x^2## term ##(0.0001)## is so small that to a good approximation we can ignore it and write ##(1+0.01)^2 \approx 1 + 0.02 \approx 1.02##.

4. In general, when ##x## is much smaller than 1, we can write ##(1+x)^2 \approx 1 + 2x##.

5. Increasing something by p% is the same as multiplying it by a factor ##1+\frac p{100}##.

Decreasing something by p% is the same as multiplying it by a factor ##1-\frac p{100}##.

E.g. increasing ##v## by 1% is the same as multiplying it by a factor ##1+\frac 1{100} = 1+0.01 = 1.01##.

6. If we increase ##v## by 1% then its value is multiplied by a factor ##(1+0.01)##, That means ##v^2## increases by a factor ##(1+0.01)^2##. We now know this is approximately 1.02 (no need to find the exact value 1.0201).

So ##v^2## has increased by a factor of approximately 1.02, which is the same as saying it has increased by 2% (approx.).

7. We know ##KE = \frac 12 mv^2##. Since ##\frac 12 m## is a fixed constant, ##KE## has increased by same factor as ##v^2## - which is 1.02. I.e. KE has increased by 2% (approx.).

This means a 1% increase in ##v## produces (to a good approximation) a 2% increase in KE.

8. Another example: ##v## decreases by 0.07%. What happens to KE?

Answer: KE decreases by 2x0.07 = 0.14%.

9.. This works for other powers too. For example take ##y = ax^5##. Note the power ‘5’. If ##x## increases by 0.3%, ##y## increases by 5x0.3 = 1.5% approx. I.e. ##y## is multiplied by a factor ##1+5*\frac {0.3}{100} =1. 015## approx.
 
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FAQ: Approximation used in physics explanation

What is an approximation in the context of physics?

An approximation in physics refers to a simplified version of a more complex physical model or equation. It is used to make problems more tractable and to provide insights when exact solutions are difficult or impossible to obtain. Approximations often involve assumptions that reduce the complexity of the system being studied.

Why are approximations necessary in physics?

Approximations are necessary in physics because many physical systems are too complex to be described exactly. Exact solutions may require solving complicated equations that are not feasible with current mathematical tools or computational resources. Approximations allow scientists to make reasonable predictions and understand the behavior of these systems without needing to solve them exactly.

What are some common types of approximations used in physics?

Some common types of approximations in physics include linear approximations, perturbation theory, the small-angle approximation, the ideal gas approximation, and the quasi-static approximation. Each of these methods simplifies the problem by making specific assumptions that are valid under certain conditions.

How do physicists determine if an approximation is valid?

Physicists determine the validity of an approximation by comparing its predictions with experimental data and by analyzing the range of conditions under which the approximation holds. They also consider the magnitude of the terms neglected in the approximation and ensure that these terms are small enough to not significantly affect the results.

Can approximations lead to significant errors in physics predictions?

Yes, approximations can lead to significant errors if the assumptions made are not valid for the system being studied. It is crucial to understand the limitations and the range of applicability of any approximation. When used correctly, approximations provide useful insights, but when used improperly, they can lead to incorrect conclusions and predictions.

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