If a and b are positive numbers, find the maximum value of a b ( 7 2 − 3 a − 4 b ) .
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I will be using a slight different method of multivariable calculus,
Let y = 7 2 a b − 3 a b 2 − 4 a b 2 ,
Partial differentiation of y with respect to a and b yields,
∂ a ∂ y = 7 2 b − 6 a b − 4 b 2 and ∂ b ∂ y = 7 2 a − 3 a 2 − 8 a b and for minimum or maximum value ∂ a ∂ y and ∂ b ∂ y = 0 .
Now we have got two variables and two equations we can solve for a and b , after solving the equations note that for maximum value of y we must take a = 8 and b = 6 instead of a = 0 and b = 0 (as it would minimum value of y).
Hence,
y ∣ m a x = 7 2 ( 8 ) ( 6 ) − 3 ( 8 ) 2 ( 6 ) − 4 ( 8 ) ( 6 ) 2 = 1 1 5 2 .
You need to prove that it is a maximum point, but not a minimum point / saddle point.
I don't understand. Why must a = 3 3 6 − 2 b and b = 8 7 2 − 3 a ?
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Max values of f and g are equal and equalities f=3b((36-2b)/3)^2 and g=4a((72-3a)/8)^2 hold if and only if -3b(a-(36-2b)/3)^2=0 and -4a(b-(72-3a)/8)^2=0, and since a and b are positive reals, (different from 0), it has to be a-(36-2b)/3=0 and b-(72-3a)=0.
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Got it. Thanks.
Hope you don't mind this unsolicited advice, but your working would be greatly improved with LaTeX .
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@Pi Han Goh – Thanks for advice, I'm new here and I've never worked with LaTex, I'll try it in my next posts. :)
Using AM GM for 3a+4b we get -(3a +4b)<=2(√12ab). Now put ab=m and we get ab= 12/√3. And finally answer
It is non-symmetric. Let us make it symmetric by the transformation a ′ ⇒ 4 a and b ′ ⇒ 3 b . The expression becomes 1 4 4 a ′ ∗ b ′ ( 6 − a ′ − b ′ ) which is symmetric.Now if we interchange the new variables the value of the expression remains unchanged.It is also a polynomial in two variables and hence smooth and differentiable infinitely.Therefore, it follows that the extrema will occur along the line a ′ = b ′ .One quickly finds the value by converting it into a one dimensional polynomial and finds the extrema.
You still need to prove that it's a maximum value, and not a minimum value or saddle point.
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Well assumed that in finding the extrema for a one dimensional ;polynomial the user also finds the nature of the extrema.(In this case it is a maxima)
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Relevant wiki: Applying the Arithmetic Mean Geometric Mean Inequality
Let A = a b ( 7 2 − 3 a − 4 b ) .
If 7 2 − 3 a − 4 b ≤ 0 , A ≤ 0
If 7 2 − 3 a − 4 b > 0 , applying the AM-GM inequality, we have:
A = 1 2 1 ⋅ 3 a ⋅ 4 b ⋅ ( 7 2 − 3 a − 4 b ) ≤ 1 2 1 ⋅ ( 3 3 a + 4 b + ( 7 2 − 3 a − 4 b ) ) 3 = 1 1 5 2
The equality holds iff 3 a = 4 b = 7 2 − 3 a − 4 b ⇔ { a = 8 b = 6 .
So max A = 1 1 5 2 , when a = 8 ; b = 6