Given the function .
If , then find the minimum value of .
Let denote the minimum value, submit .
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Expnding ( a x 2 + x + a ) e − x we get
x e − x + a ( x 2 + 1 ) e − x . But since a ≤ 0 and ( x 2 + 1 ) e − x is always positive, the second term is negative. This means that f ( x ) ≤ x e − x and equality happens when a = 0 , which is the worst case scenario.
The best approximation we can possibly make is one where their derivatives at x = 0 match. Indeed, since they have the same value at x = 0 , if the derivative of g ( x ) = b ln ( x + 1 ) is smaller, then its guaranteed that there exsists some x where g ( x ) < f ( x ) .
Let's check if matching derivatives yelds a solution:
The derivative of f ( x ) at 0 is e 0 − 0 e 0 = 1 ; the derivative of g ( x ) is 0 + 1 b = b . Setting b = 1, yelds their derivatives:
f ′ ( x ) = ( 1 − x ) e − x and g ′ ( x ) = 1 + x 1 . We can see that f ′ ( x ) ≤ g ′ ( x ) . Indeed, if it weren't, we'd have:
( 1 − x ) e − x > 1 + x 1
( 1 − x 2 ) > e x . Which is clearly false for x ≥ 1 .
Therefore, their derivatives and values match initially, then for all x ≥ 0 , f ′ ( x ) ≤ g ′ ( x ) , and thus f ( x ) ≤ g ( x ) .