Solution matters more than the answer!

Algebra Level 5

( 2 a 1 ) 2 a 2 a + 1 + ( 2 b 1 ) 2 b 2 b + 1 + ( 2 c 1 ) 2 c 2 c + 1 + ( 2 d 1 ) 2 d 2 d + 1 \frac{(2a-1)^2}{a^2 - a + 1} + \frac{(2b-1)^2}{b^2 - b + 1} + \frac{(2c-1)^2}{c^2 - c + 1} + \frac{(2d-1)^2}{d^2 - d + 1}

Given nonnegative real numbers a , b , c , d a, b, c, d which satisfy a + b + c + d = 4 a + b + c + d = 4 , find the maximum value of the expression above to 1 decimal place.


The answer is 8.0.

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1 solution

Manuel Kahayon
Jun 24, 2017

Solution: Notice that a + 1 ( 2 a 1 ) 2 a 2 a + 1 a 3 + 1 4 a 2 4 a + 1 a 3 4 a 2 + 4 a 0 a ( a 2 ) 2 0 a+ 1 \geq \frac{(2a-1)^2}{a^2 - a + 1} \iff a^3 + 1 \geq 4a^2 - 4a + 1 \iff a^3 - 4a^2 + 4a \geq 0 \iff a(a-2)^2 \geq 0 , which is true.

Thus, ( 2 a 1 ) 2 a 2 a + 1 + ( 2 b 1 ) 2 b 2 b + 1 + ( 2 c 1 ) 2 c 2 c + 1 + ( 2 d 1 ) 2 d 2 d + 1 ( a + 1 ) + ( b + 1 ) + ( c + 1 ) + ( d + 1 ) = 8 \frac{(2a-1)^2}{a^2 - a + 1} + \frac{(2b-1)^2}{b^2 - b + 1} + \frac{(2c-1)^2}{c^2 - c + 1} + \frac{(2d-1)^2}{d^2 - d + 1} \leq (a+1) + (b+1) + (c+1) + (d+1) = \boxed{8} .


Wait, where did that first inequality come from???

The answer to this question is a trick called the "tangent line trick". The tangent line trick is a trick which doesn't work so well in finding the maximum/minimum values of expressions, but it does great when it comes to proving inequalities.

The first step is to randomly guess the possible tuple ( a , b , c , d ) (a,b,c,d) which yields the maximum value. A little bit of experimentation should yield the maximum to be 8 8 , after trying out cases when a = b = c = d a = b = c = d , a = 0 a = 0 , a = b = 0 a = b = 0 and a = 4 a = 4 .

Now that we've gotten the maximum ( 8 ) (8) and the equality case ( a = b = 2 , c = d = 0 ) (a = b = 2, c = d = 0) , we just need to prove this is the maximum. Here, we use the trick.

Notice that our inequality is of the form f ( a ) + f ( b ) + f ( c ) + f ( d ) 8 f(a) + f(b) + f(c) + f(d) \leq 8 with a + b + c + d = 4 a + b + c + d = 4 and f ( x ) = ( 2 x 1 ) 2 x 2 x + 1 f(x) = \frac{(2x-1)^2}{x^2 -x + 1} . The trick here is to take the line tangent to f ( x ) f(x) at the equality case (when x = 2 x = 2 ) and prove that this line is greater than or equal to f ( x ) f(x) .

(Note that this works precisely because our constraint is of the form a + b + c + d = k a + b + c + d = k , and if we add up linear equations, we're bound to get the expression a + b + c + d a+b+c+d somewhere in the sum, allowing us to use our constraint.)

Now, note that the tangent line to f ( x ) f(x) at x = a x=a has the form f ( a ) + f ( a ) ( x a ) f(a) + f'(a)(x-a) . A little differentiation shows us that f ( 2 ) = 1 f'(2) = 1 and we have that f ( 2 ) = 3 f(2) = 3 , giving us the tangent line to f ( x ) f(x) at x = 2 x = 2 to be 3 + 1 ( x 2 ) = x + 1 3 + 1(x-2) = x+1 . Thus, our possible inequality becomes

x + 1 ( 2 x 1 ) 2 x 2 x + 1 x+ 1 \geq \frac{(2x-1)^2}{x^2 - x + 1}

Which we proved above with equality holding when x = 0 x = 0 or x = 2 x = 2 . Now, we proceed as we did above.

To understand why this is the called the "tangent line trick", consider the following graphs :

Calvin Lin Staff - 3 years, 11 months ago

After how many trials one can get the idea of that trick ..... I mean in exams we do not have so much time

Aakash Khandelwal - 3 years, 11 months ago

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