x , y , and z are real numbers satisfying x 2 + y 2 = 1 and y + z = 1 .
Let M and m be the maximum and minimum values of the expression x + 2 y + z , respectively.
Find M + m .
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Another solution, which, admittedly, works because of the specific objective and constraints of the problem.
Since x 2 + y 2 = 1 , let x = cos θ , y = sin θ . Note that because of the given constraint y + z = 1 , the objective function becomes just x + y + 1 . Since x + y = cos θ + sin θ = 2 sin ( θ + π / 4 ) ∈ [ − 2 , 2 ] ,we have M = 2 + 1 , m = 1 − 2 . Thus M + m = 2 .
Excellent, thank you very much(+1)... Easy, simple, ellegant and beautiful solution...
The solution can be simplified even more: the first constraint limits ( x , y ) to points on the unit circle; for any linear function the minimum and maximum lie opposite each other on the circle. Therefore if the maximum of x + y is reached for values ( x m , y m ) , the minimum is reached for values ( − x m , − y m ) . Thus the sum of maximum and minimum is ( x m + y m + 1 ) + ( ( − x m ) + ( − y m ) + 1 ) = 1 + 1 = 2 .
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My solution exactly follows this reasoning, just from a more mathematical view.
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Isn't it just as mathematical to avoid unnecessary calculation?
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@Arjen Vreugdenhil – Yes, it is , I just want wanted to say that your idea and my solution are basically the same, and that too because of the spherical symmetry of the constraint.
Exactly the same!! +1
For the target function f ( x , y , z ) = x + 2 y + z first we define a function by g ( x , y , z ) λ 1 , λ 2 = x + 2 y + z − λ 1 ( x 2 + y 2 − 1 ) + λ 2 ( y + z − 1 )
On obtaining the first partial derivatives we have : ⎩ ⎪ ⎪ ⎪ ⎪ ⎪ ⎪ ⎨ ⎪ ⎪ ⎪ ⎪ ⎪ ⎪ ⎧ 1 − 2 λ 1 x = 0 2 − 2 λ 1 y − λ 2 = 0 1 − λ 2 = 0 x 2 + y 2 = 1 y + z = 1 , Solving upon which you get x = y = ± 2 1 & z = 1 − y
For x , y > 0 we get the maximum as f ( x , y , z ) ≤ 1 + 2 and for x , y < 0 we have f ( x , y , z ) ≥ 1 − 2 and thus 1 − 2 ≤ f ( x , y , z ) ≤ 1 + 2 which makes M+m=2
Note : The verification of the extremums are justified since the matrix(specifically Hessian Matrix ) ⎝ ⎛ − 2 λ 1 0 0 0 − 2 λ 1 0 0 0 0 ⎠ ⎞ , the sign of whose entries depends upon chosen x , y . For x , y > 0 we have λ 1 > 0 and thus the matrix has negative eigenvalues and so it's negative definite which implies existence of a maximum.
Similarly for x , y < 0 , λ 1 < 0 and so the entries of the matrix are positive and the eigenvalues are all positive which makes it a positive definite in nature implying the existence of a minimum. So the function given is bounded in the circle x 2 + y 2 = 1 & the plane y + z = 1 .
Lastly thanks for dedicating a problem to me :) .
Exact, thank you very much(+1)... It's a pleasure for me, the dedication to you
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Thnaks ! Btw where is the first problem in this series > Lagrange and his conclusions (I) ?
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here it's about geometry... it will like you, if you has some problems see Lagrange multipliers wiki... The solution is there..
When you add 2 x y to x 2 + y 2 = 1 , you get x 2 + 2 x y + y 2 = 2 x y + 1 . You can therefore square root both sides, getting: ∣ x + y ∣ = 2 x y + 1 . You can remove the absolute by doing: x + y = ± 2 x y + 1 . If you add this to the other equation, you get: x + 2 y + z = ± 2 x y + 1 + 1 . You would want to maximize the square root for both maximum and minimum, as you can use the ± to get the value that is desired. Therefore, the maximum and minimum will have the same value for 2 x y + 1 , but you just use different signs. Therefore, without even finding the values, you get that the maximum and minimum are 1 + a and 1 − a for some value a . Therefore, the sum is 2
x+2y+z=x+y+1; if x0,y0 gives MAX then evidently -x0,-y0 gives MIN, so MIN+MAX=x0+y0+1-x0-y0+1=2
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This is a solution without using calculus, but only inequalities:
2 x + y ≤ 2 x 2 + y 2 = 2 2 because of A M − Q M and this implies x + 2 y + z = x + y + 1 ≤ 2 + 1 = M . We get the equality with x = y = 1 − z = 2 1
− 2 − x − y ≥ − 2 ( − x ) 2 + ( − y ) 2 = − 2 1 always because of A M − G M , so x + 2 y + z ≥ 1 − 2 = m . The values for the equality are x = y = 1 − z = − 2 1 .
Then the solution is M + m = 2