Real numbers x and y are such that 2 5 x 2 − 2 0 x y + 4 0 y 2 = 3 6 . Find the maximum value of 2 x 2 − 3 x y − 2 y 2 .
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Can't it be done algebraically?
Isn't this algebra?
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I meant without ellipse equation and trigonometry. Can it be?
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Yes, it can but it will be quite difficult. I think this is the easiest way to solve it. And you should learn new and best method then falling back to what you already know.
Note that 4 0 y 2 − 2 0 x y + ( 2 5 x 2 − 3 6 ) = 0 , then y = 8 0 2 0 x ± 4 0 0 x 2 − 1 6 0 0 ( 2 5 x 2 − 3 6 ) . Then substitute y in terms of x in 2 x 2 − 3 x y − 2 y 2 and find its maximum probably using calculus.
Each problem has a best way to solve it. We should learn the best way.
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@Chew-Seong Cheong – Thank you. I will work hard to learn these ways too.
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@Mr. India – The title of the problem actually gives a hint.
The trig clue suggests that the constraint can be reformulated as U 2 + V 2 = 3 6 for some linear combinations U and V of x and y .
Noting that 2 5 = 3 2 + 4 2 and 4 0 = 2 2 + 6 2 , we can try combinations of these coefficients until we find
2 5 x 2 − 2 0 x y + 4 0 y 2 = ( 3 x − 6 y ) 2 + ( 4 x + 2 y ) 2 = 3 6
Now we can write 3 x − 6 y = 6 cos θ , 4 x + 2 y = 6 sin θ .
We also have ( 3 x − 6 y ) ( 4 x + 2 y ) = 1 2 x 2 − 1 8 x y − 1 2 y 2 = 6 ( 2 x 2 − 3 x y − 2 y 2 )
Substituting in, this is
2 x 2 − 3 x y − 2 y 2 = 6 cos θ sin θ = 3 sin 2 θ
which clearly has a maximum value of 3 when θ = 4 π or θ = 4 5 π . We can double check this answer by substituting θ = 4 π to give
3 x − 6 y = 3 2 , 4 x + 2 y = 3 2
Solving these gives x = 5 4 2 and y = − 1 0 2 , which do indeed attain the maximum value of 2 x 2 − 3 x y − 2 y 2 = 3 .
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The equation 2 5 x 2 − 2 0 x y + 4 0 y 2 = 3 6 is an ellipse with origin as center and semi-axes at an angle with the x - and y -axes. It can therefore be represented by a standard form of ellipse.
2 5 x 2 − 2 0 x y + 4 0 y 2 1 6 x 2 + 1 6 x y + 4 y 2 + 9 x 2 − 3 6 x y + 3 6 y 2 9 4 x 2 + 4 x y + y 2 + 4 x 2 − 4 x y + 4 y 2 ( 3 2 x + y ) 2 + ( 2 x − 2 y ) 2 = 3 6 = 3 6 = 1 = 1 Divide both sides by 3 6 Standard ellipse equation
Then we can assign
⎩ ⎪ ⎨ ⎪ ⎧ 3 2 x + y = cos θ 2 x − 2 y = sin θ ⟹ 2 x + y = 3 cos θ ⟹ x − 2 y = 2 sin θ
Noting that 2 x 2 − 3 x y − 2 y 2 = ( 2 x + y ) ( x − 2 y ) = 6 sin θ cos θ = 3 sin ( 2 θ ) , ⟹ max ( 2 x 2 − 3 x y − 2 y 2 ) = 3 , when sin ( 2 θ ) has its maximum value of 1.