For positive reals x , y , and z , what is the minimum value of the following expression?
( x + y + z ) ( x 1 + y 1 + z 1 )
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Using Hölder's inequality as follows:
( x + y + z ) 2 1 ( x 1 + y 1 + z 1 ) 2 1 ( x + y + z ) ( x 1 + y 1 + z 1 ) ≥ 1 + 1 + 1 ≥ ( 1 + 1 + 1 ) 2 = 9 Squaring both sides
Bunhiacopsky can be used too
By AM-GM inequality, we have ( x + y + z ) ( x 1 + y 1 + z 1 ) ≥ 3 ( x y z ) 3 1 × 3 ( x y z 1 ) 3 1 = 9 The equality holds iff x = y = z
To get the smallest numbers possible on both the LHS and RHS, we need to make x = y = z. The miraculous thing about doing this is that no matter what value you substitute for x, y or z, you always get 9. Here is the proof:
(x + y + z)(1/x +1/y + 1/z)
1 + x/y + x/z + y/x + 1 + y/z + z/x + z/y + 1
Since x = y = z, all terms that contain these variables simplify to 1.
Therefore, we get 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 = 9
I discovered that x = y = z makes the expression equal to 9. Why is that x = y = z guarantees a minimum?
Cauchy Schwarz inequality
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Let the A = 3 x + y + z be the arithmetic mean of x , y , z and let H = x 1 + y 1 + z 1 3 be the harmonic mean. Then ( x + y + z ) ( x 1 + y 1 + z 1 ) = 9 H A For positive real numbers, A ≥ H with equality holding precisely when x = y = z ( see here for a proof ). Since H A will be minimized when equality holds, ( x + y + z ) ( x 1 + y 1 + z 1 ) = 3 x ( x 3 ) = 9