( 1 + x 1 ) ( 1 + y 1 ) ( 1 + z 1 )
If x , y , and z are positive reals with x + y + z = 1 , then what is the minimum value of the expression above?
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Alternatively, instead of using a relatively complicated AM-GM to find x y 1 + y z 1 + z x 1 ≥ 2 7 , one can find that x y 1 + y z 1 + z x 1 = x y z z + x y z x + x y z y = x y z x + y + z = x y z 1 and use a simpler AM-GM to find x y z 1 ≥ ( x + y + z ) 3 2 7 = 2 7 as stated in the solution above.
Instead of calculating for so long, cant we just say that the maxima or minima of these problems are when all the variables are equal (if they vary linearly with respect to each other and are followed by same coefficients - in simple words - symmetric equation ), this is because all have the equal importance the equation, thus their values must be equal ???? And then we can check it out for the fact that it is a maxima or a minima ????
Thus x=y=z=1/3 which gives us the answer to be 4 * 4 * 4=64 ....
Nope, not at all. This is a very common misconception made.
As an explicit counter example, what is the maximium and minimum of ( x − 1 ) 2 ( y − 1 ) 2 subject to x + y = 3 , x ≥ 0 , y ≥ 0 ? Neither of the answers are 1 6 1 .
Applying AM-HM inequality first, we obtain
3 x + y + z = 3 1 ≥ x 1 + y 1 + z 1 3 ⇔ x 1 + y 1 + z 1 ≥ 9 .
Next, applying the given expression using AM-GM inequality yields
1 + x 1 + 1 + y 1 + 1 + z 1 = 1 2 ≤ 3 3 ( 1 + x 1 ) ( 1 + y 1 ) ( 1 + z 1 ) ⇔ ( 1 + x 1 ) ( 1 + y 1 ) ( 1 + z 1 ) ≥ 6 4 .
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Multiply the expression and we get A = 1 + x y 1 + y z 1 + x z 1 + x 1 + y 1 + z 1 + x y z 1 Using AM-GM we get x y 1 + y z 1 + x z 1 ≥ 4 [ ( x + y ) 2 1 + ( y + z ) 2 1 + ( x + z ) 2 1 ] ≥ 3 [ ( x + y ) ( y + z ) ( x + z ) ] 2 1 2 ≥ 9 4 ( x + y + z ) 2 1 2 = 2 7 x y z 1 ≥ ( x + y + z ) 3 2 7 = 2 7 Using AM-HM we get 3 x + y + z ≥ x 1 + y 1 + z 1 3 ⇔ x 1 + y 1 + z 1 ≥ 9 Finally ⇒ A ≥ 1 + 9 + 2 7 + 2 7 = 6 4 The equality holds when x = y = z = 3 1