The Elegance of Optimization
Beyond Calculus
Imagine you are standing on a graph, looking at the function f(x)=25x2+x5α. It is a beautiful, U-shaped curve in the first quadrant, dipping down to a precise, absolute minimum value of 14.
Your mission is to uncover the hidden constant α. While your first instinct might be to reach for the derivative, let us pause. There is a more powerful, more elegant tool in our mathematical arsenal: the Arithmetic Mean-Geometric Mean (AM-GM) inequality.
The AM-GM Philosophy
The AM-GM inequality is a fundamental principle that states for any set of positive real numbers a1,a2,…,an, the arithmetic mean is always greater than or equal to the geometric mean:
na1+a2+⋯+an≥(a1⋅a2⋅⋯⋅an)n1
This is not just a formula; it is a bridge between addition and multiplication. Our goal is to transform our function f(x) into a sum of terms such that when we multiply them, the x variables vanish, leaving us with a constant.
This is the secret to unlocking the minimum value without ever touching a derivative.
The Art of Splitting
We have two terms: 25x2 and x5α. If we multiply them directly, we get 2x35α, which still depends on x. We need to eliminate x.
The powers are 2 and −5. To make them cancel, we need to balance them. The least common multiple of 2 and 5 is 10.
This tells us exactly what to do: we need 5 copies of the x2 term and 2 copies of the x−5 term. We split 25x2 into 5 equal parts:
25x2=2x2+2x2+2x2+2x2+2x2
And we split x5α into 2 equal parts:
Now, we have 7 terms in total. The sum of these 7 terms is exactly our function f(x).
The Calculation
Applying the AM-GM inequality to these 7 terms, we get:
7f(x)≥((2x2)5⋅(2x5α)2)71
Watch the magic happen as we simplify the product inside the root:
(25x10)⋅(4x10α2)=25⋅22α2=27α2
The x10 terms cancel out perfectly! We are left with a constant. Now, the inequality becomes:
Multiplying by 7, we find the minimum value of f(x) is 7⋅(27α2)71.
The Final Reveal
We are given that the minimum value is 14. So, we set our expression equal to 14:
Dividing by 7, we get 2=(27α2)71. Raising both sides to the power of 7 yields 27=27α2.
Finally, α2=27⋅27=214. Taking the square root, we find α=27=128.
And there it is! Through the power of AM-GM, we have navigated the problem with precision and grace. Keep practicing this technique—it is a powerful tool that will serve you well in your journey toward mastering JEE mathematics.