Sigma Percentile
JEE Advanced 1998
LEVELJEE Main

Animated Solution for Mathematics - Differentiation: If , for every real number , then the minimum value of

Select Answer:

Visualized Solution

Analyzing the Function

  • Given function:
  • Domain: All real numbers

Choosing the Right Approach

  • Calculus (Derivatives) can be used.
  • Algebraic manipulation is faster and more elegant.

Manipulating the Numerator

  • We want the numerator to resemble the denominator .
  • Rewrite:

Splitting into Two Terms

The Simplified Form

  • This form separates the constant from the variable part.

Logic for Minimizing

  • To minimize , we must maximize the "something".
  • Goal: Maximize

Maximizing the Fractional Term

  • To maximize , we must minimize its denominator.
  • New Goal: Minimize

Minimizing the Denominator

  • For any real number , the square is non-negative: .
  • The minimum value of is , occurring at .

Evaluating the Denominator's Minimum

  • Since , adding gives: .
  • The minimum value of the denominator is .

Final Calculation

  • Substitute the minimum denominator back:

Visualizing the Minimum

  • The minimum value occurs at .
  • Point on graph:

Graph of and Asymptote

  • As , , so .
  • The line is a horizontal asymptote.
  • The minimum value is indeed .

The Sigma Insight: Maxima and Minima

Solution Diagram

The Art of Algebraic Surgery

Welcome, future engineers! Today, we are not just solving a problem; we are performing surgery on a function. We are looking at .
When you see a rational function like this, your instinct might be to reach for the calculus toolkit—the quotient rule, the derivative, the critical points. And you would be right; that path leads to the answer. But in the JEE Advanced arena, speed and elegance are just as important as accuracy.

The Algebraic Insight

Imagine you are standing before this expression. The numerator is and the denominator is . They are almost identical, aren't they? The difference is just a constant.
This is the spark of genius. We want to force the numerator to look like the denominator so we can cancel terms. We can rewrite as .
This simple, elegant adjustment transforms our function into:
Now, watch the magic happen as we split this into two separate fractions:

The Logic of Extremes

This simplification gives us . Now, look at this expression with fresh eyes. We have a constant, , and we are subtracting a variable fraction, .
To make the entire expression as small as possible (the minimum), we need to subtract the largest possible amount. This means we need to maximize the fraction .
How do we maximize a fraction with a constant numerator? By making the denominator as small as possible!

The Final Calculation

We know that for any real number , the square is always non-negative, meaning . Therefore, the smallest value can take is , which happens when .
If the minimum of is , then the minimum of our denominator, , must be . Substituting this back into our simplified function, we get:
We have arrived at the answer with precision and grace. The function reaches its absolute minimum of at . Keep this mindset—always look for the structure before you start the calculation. You are doing great!

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