Sigma Percentile
JEE Advanced 2018
LEVELJEE Advanced

Animated Solution for Physics - Physics and Measurement: Comprehension Passage

If the measurement errors in all the independent quantities are known, then it is possible to determine the error in any dependent quantity. This is done by the use of series expansion and truncating the expansion at the first power of the error. For example, consider the relation . If the errors in and are and respectively, then The series expansion for to first power in , is . The relative errors in independent variables are always added. So, the error in will be The above derivation makes the assumption that , . Therefore, the higher powers of these quantities are neglected.
Question 1:

Consider the ratio to be determined by measuring a dimensionless quantity . If the error in the measurement of is (), then what is the error in determining ?

Select Answer:

Question 2:

In an experiment, the initial number of radioactive nuclei is 3000. It is found that nuclei decayed in the first 1.0 s. For , up to first power in . The error , in the determination of the decay constant in , is

Select Answer:

Visualized Solution

  • Given the function:
  • We need to find the error given the error .

  • Taking the natural logarithm on both sides:
  • Differentiating both sides:

  • Converting differentials to errors:

  • Multiply by to get the absolute error:
  • Substitute :

  • Given:
  • Initial nuclei,
  • Decayed nuclei in is
  • Remaining nuclei,
  • Error in ,

\text{Decay Equation & Differentiation}

  • The radioactive decay law is:
  • Taking natural logarithm:
  • Differentiating with respect to (since and are constant):

  • Rearranging for the error in :
  • Replacing differentials with errors:

  • Substitute the known values:

The Sigma Insight: Errors in Measurement

Solution Diagram

The Philosophy of Error Propagation

In the realm of experimental physics, no measurement is absolutely perfect. Every instrument has a least count, and every observation carries a tiny shadow of uncertainty. But what happens when we use these imperfect measurements to calculate something else? How does the error "propagate" through our mathematical formulas?
This is where the true elegance of calculus shines. By treating small errors as differentials, we can use the machinery of derivatives to see exactly how an error in one variable amplifies or diminishes when it passes through a function. The passage provided introduces us to this concept using series expansions, but as we will see, logarithmic differentiation is often the most powerful weapon in our arsenal.

Analyzing the First Problem

A Dimensionless Ratio
Imagine you are in a lab, and you have measured a dimensionless quantity with a small uncertainty . You need to calculate a ratio defined by the equation:
Our mission is to find the resulting error . While we could use the quotient rule directly, there is a much more elegant path. Whenever you see complex fractions, products, or powers, taking the natural logarithm is like a magic wand that simplifies the landscape.
Let's take the natural logarithm on both sides:
Notice how the division has beautifully transformed into a simple subtraction. Now, we differentiate both sides. Remember the chain rule: the derivative of is multiplied by the derivative of , which is .
In the language of error analysis, we replace the exact differentials and with our small, discrete errors and .
Now, we just need to perform some basic algebra. Taking the lowest common multiple for the terms inside the bracket:
The and in the numerator cancel out perfectly, leaving a . The denominator becomes a difference of squares, .
To find the absolute error , we multiply this relative error by the original expression for :
The term in the numerator cancels with the one in the denominator, yielding our final, pristine result:
This perfectly matches option (b). The negative sign simply indicates that an increase in leads to a decrease in , which makes perfect sense if you look at the original function!

The Second Problem

Radioactive Decay
Now, let's shift gears from pure algebra to the fascinating world of modern physics. We are dealing with a sample of radioactive nuclei.
We are given that the initial number of nuclei is exactly . In the first , nuclei decay.
Here is the crucial catch where many students make a silly mistake: The radioactive decay law, , uses to represent the number of nuclei remaining, not the number that have decayed!
So, we must first calculate the remaining active nuclei:
Since the initial count of 3000 is an exact number, the uncertainty in the remaining nuclei is entirely due to the uncertainty in the decayed amount. Therefore, .
We need to find the error in the decay constant, . Let's write down our master equation:
Once again, the natural logarithm comes to our rescue to bring the exponent down:
Now, we differentiate this equation. Since and are constants in this specific context (we are looking at the error in caused by the error in at a fixed time ), their derivatives are zero.
Rearranging to isolate the differential of the decay constant:
We take the absolute value because, in error analysis, we are interested in the maximum possible uncertainty. Replacing the differentials with our discrete errors:
This is our final working formula. It tells a beautiful physical story: the fractional error in the decay constant is directly proportional to the fractional error in the remaining nuclei.
Let's substitute the values we carefully extracted from the problem:
The uncertainty in the decay constant is , which matches option (c).
By mastering logarithmic differentiation, you transform terrifying error propagation problems into simple, elegant algebraic steps. Keep practicing, and you will start seeing these patterns everywhere in physics!

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