x 2 y 3
x and y are positive reals satisfying 3 x + 4 y = 5 , find the maximum value of the expression above. Do it without using calculus
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What is wrong with my method?
Apply AM-GM to
5 2 x + x + 2 y + y + y ≥ 5 4 x 2 y 3 1 ≥ 5 4 x 2 y 3 1 ≥ 4 x 2 y 3 x 2 y 3 ≤ 4 1
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Because you cannot find a ( x , y ) pair such that L H S = R H S . For any inequality to work equality must occur. I have added it in my solution.
The terms of x and y that you are taking are weighted...but they should be equal in order to apply AM-GM Inequality
Your In equality is True But For Maximum Value We Need to Divide 3x And 4y in equal Parts.
@Chew-Seong Cheong You always Rocks in Writting Solutions.
Let p = x 2 y 3
From the given eqaution :
3 x + 4 y = 5
Differentiating w.r.t. x we get:
3 + 4 d x d y = 0 so d x d y = − 3 / 4
Now differentiating p w.r.t. x we get:
d x d p = 2 x y 3 + 3 x 2 y 2 d x d y
To get extremum make d x d p = 0
So, putting the value of d x d y = − 3 / 4 we get:
2 x y 3 − 4 9 x 2 y 2 = 0
On rearranging we get: 8 y = 9 x
putting this in the linear equation we get the values of x and y where p will attain maximum value.
x = 2 / 3 , y = 3 / 4
Putting this in p we get the vmaximum value 0 . 1 8 7 5
relevant wiki: Lagrange multipliers
Let L ( x , y ) = x 2 ⋅ y 3 + λ ( 3 x + 4 y − 5 ) ⇒ d x d L ( x , y ) = 2 x ⋅ y 3 + 3 λ = 0 d y d L ( x , y ) = x 2 ⋅ 3 y 2 + 4 λ = 0 . Substituing λ in the 2 previous equations,we get 3 2 x ⋅ y 3 = 4 x 2 ⋅ 3 y 2 ⇒ 3 2 y = 4 3 x ⇒ ⇒ y = 8 9 x . Now, substitute y = 8 9 x in 3 x + 4 y = 5 → 3 x + 2 9 x = 5 → x = 1 5 1 0 = 3 2 → y = 4 3 . Furthemore, we can see that the hessian matrix d 2 L ( 2 / 3 , 3 / 4 ) is a defined negative matrix(it's left to the reader as an exercise), so x 2 ⋅ y 3 has a maximum for ( x , y ) = ( 2 / 3 , 3 / 4 ) which is ( 3 2 ) 2 ⋅ ( 4 3 ) 3 = 1 6 3 .
There is no need to use Lagrange multipliers. Just look for the maximum of 9 1 ( 5 − 4 y ) 2 y 3 over the region 0 ≤ y ≤ 4 5 ...
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Exact,it's easier like this... It's a bad habit I've picked, becuase of writting big part of that wiki, and use it in other problems... BTW, I can't understand the title of this problem, all branches of mathematics are connected, even the fundamental theorem of algebra is shown generally using calculation.... For this reason I wrote this solution treating with calculus...
use am gm inequality by taking the terms 2 3 x , 2 3 x , 3 4 y , 3 4 y , 3 4 y and you will get the solution
Calculus works
Assume x=sin a
Y=cos a .
Maximum value of 3 sin a+ 4 cos a=5.
So just find max value of sin^2 a cos^3 a :)
Use lagrange multipliers
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Since x , y > 0 , we can use the AM-GM inequality as follows:
2 3 x + 2 3 x + 3 4 y + 3 4 y + 3 4 y 3 x + 4 y 5 ⟹ 5 ( 2 3 x ) 2 ( 3 4 y ) 3 ( 2 3 x ) 2 ( 3 4 y ) 3 3 1 6 x 2 y 3 ⟹ x 2 y 3 ≥ 5 5 ( 2 3 x ) 2 ( 3 4 y ) 3 ≥ 5 5 ( 2 3 x ) 2 ( 3 4 y ) 3 ≥ 5 5 ( 2 3 x ) 2 ( 3 4 y ) 3 ≤ 1 ≤ 1 ≤ 1 ≤ 1 6 3 = 0 . 1 8 7 5 Equality occurs when x = 3 2 , y = 4 3
Calculus gonna work here
Despite the title, Calculus can work here using Lagrange multipliers as follows.
Let F ( x , y , λ ) = x 2 y 3 − λ ( 3 x + 4 y − 5 ) , then we have:
F x ( x , y , λ ) F y ( x , y , λ ) F λ ( x , y , λ ) = ∂ x ∂ F ( x , y , λ ) = 2 x y 3 − 3 λ = ∂ y ∂ F ( x , y , λ ) = 3 x 2 y 2 − 4 λ = ∂ λ ∂ F ( x , y , λ ) = − 3 x − 4 y + 5
Equating F x ( x , y , λ ) , F y ( x , y , λ ) and F λ ( x , y , λ ) to 0, we have:
⎩ ⎪ ⎨ ⎪ ⎧ 2 x y 3 = 3 λ 3 x 2 y 2 = 4 λ 3 x + 4 y = 5 . . . ( 1 ) . . . ( 2 ) . . . ( 3 )
From ( 1 ) and ( 2 ) : 3 2 x y 3 = 4 3 x 2 y 2 ⟹ 3 2 y = 4 3 x ⟹ y = 8 9 x
( 3 ) : 3 x + 2 9 x = 5 ⟹ x = 3 2 ⟹ y = 4 3 .
Therefore, the minimum value of x 2 y 3 = ( 3 2 ) 2 ( 4 3 ) 3 = 1 6 3 = 0 . 1 8 7 5