minmax it

Algebra Level 4

min ( a , b ) R max { a 2 + b , b 2 + a } = ? \min_{(a,b)\in\mathbb{R}} \max\{a^2+b,b^2+a\}=?


The answer is -0.25.

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2 solutions

Aaghaz Mahajan
Apr 24, 2018

We can assume that M is the maximum of the two expressions....
So, we know that
M >= a^2 + b
M >= b^2 + a
Adding these two gives
2M >= (a+1/2)^2 +(b+1/2)^2 -1/2
Hence we find
M >= -0.25 !!
This occurs when a=b=-0.5


Tom Engelsman
Apr 19, 2018

The above minimax function is minimized when BOTH arguments equal each other, hence:

a 2 + b = b 2 + a a 2 b 2 + b a = 0 ( a + b ) ( a b ) ( a b ) = 0 ( a b ) ( a + b 1 ) = 0 a^2 + b = b^2 + a \Rightarrow a^2 - b^2 + b - a = 0 \Rightarrow (a+b)(a-b) - (a-b) = 0 \Rightarrow (a-b)(a + b - 1) = 0 ;

or a = b a = b (i) and a + b = 1 a + b = 1 (ii). Now, substitution of (i) into either argument yields the function f ( a ) = a 2 + a f(a) = a^2 + a , which has a critical point at:

f ( a ) = 2 a + 1 = 0 a = 1 2 f'(a) = 2a + 1 = 0 \Rightarrow a = -\frac{1}{2} and achieves a minimum at this critical point due to f ( 1 / 2 ) = 2 > 0 f''(-1/2) = 2 > 0 . Now, applying (ii) to either argument yields g ( a ) = a 2 a + 1 g(a) = a^2 - a + 1 , where g ( a ) = 2 a 1 = 0 a = 1 2 g'(a) = 2a - 1 = 0 \Rightarrow a = \frac{1}{2} and g ( 1 / 2 ) = 2 > 0 g''(1/2) = 2 > 0 . Hence our two critical pairs come to ( a , b ) = ( 1 / 2 , 1 / 2 ) ; ( 1 / 2 , 1 / 2 ) . (a,b) = (-1/2, -1/2); (1/2, 1/2).

Substitution of these critical pairs into the original minimax function produces:

( a , b ) = ( 1 / 2 , 1 / 2 ) ( 1 / 2 ) 2 1 / 2 = 1 4 (a,b) = (-1/2, -1/2) \Rightarrow (-1/2)^2 - 1/2 = -\frac{1}{4}

( a , b ) = ( 1 / 2 , 1 / 2 ) ( 1 / 2 ) 2 + 1 / 2 = 3 4 (a,b) = (1/2, 1/2) \Rightarrow (1/2)^2 + 1/2 = \frac{3}{4}

which gives a minimum value of 1 4 . \boxed{-\frac{1}{4}}.

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