For all 2 0 -tuples of real numbers ( x 1 , x 2 , . . . , x 2 0 ) , find the maximum value of the number x 1 such that x 1 + x 2 + ⋯ + x 2 0 = 0 and x 1 2 + x 2 2 + ⋯ + x 2 0 2 = 1 . Give your answer to two decimal places.
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We want to maximize the function F ( x 1 , x 2 , . . . , x 2 0 ) = x 1 with the two given constraints. Applying the method of Lagrange Multipliers we would have:
( 1 , 0 , . . . , 0 ) = μ ( 1 , 1 , . . . , 1 ) + λ ( 2 x 1 , 2 x 2 , . . . , 2 x 2 0 ) . This vector equality implies that for i > 1 , 2 λ x i + μ = 0 ⟹ x i = − 2 λ μ . But this implies that x 2 = x 3 = . . . = x 2 0 . For simplicity, let y = x 2 . Then we have x 1 + 1 9 y = 0 x 1 2 + 1 9 y 2 = 1 Which implies x 1 2 = 1 − 1 9 y 2 x 1 2 = 1 9 2 y 2 So 1 − 1 9 y 2 = 1 9 2 y 2 ⟹ y 2 ( 1 9 2 + 1 9 ) = 1 ⟹ y 2 = 3 8 0 1 . With this value we can plug in x 1 2 = 3 8 0 1 9 2 = 0 . 9 5 .
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Let P be the set of all 20-vectors ( x 1 , x 2 , x 3 , . . . , x 2 0 ) such that the x i ′ s are real numbers and x 1 + x 2 + x 3 + . . . + x 2 0 = 0 and the 20-vector a = 2 0 1 ( 1 , 1 , 1 , . . . , 1 ) . Clearly, ∥ a ∥ = 1 , and u ∈ P if and only if u ⋅ a = 0 . Let e 1 be the 20-vector ( 1 , 0 , 0 , . . . , 0 ) , then the vector v = e 1 − ( e 1 ⋅ a ) a ∈ P , and then e 1 = ( e 1 ⋅ a ) a + v ( ∗ )
Now, let's considered an arbitrary 20-vector u = ( x 1 , x 2 , . . . , x 2 0 ) in P satisfying the condition that ∥ u ∥ = x 1 2 + x 2 2 + x 3 2 + . . . + x 2 0 2 = 1 . Then using (*), we have that x 1 = e 1 ⋅ u = ( ( e 1 ⋅ a ) a + v ) ⋅ u = v ⋅ u . Therefore, the maximum value of x 1 is attained when u = ∥ v ∥ v and the maximum value will be v ⋅ ∥ v ∥ v = ∥ v ∥ .
By definition of v , we have that v = ( 2 0 1 9 , − 2 0 1 , − 2 0 1 , . . . , − 2 0 1 ) . Then m = ∥ v ∥ = 2 0 1 9 ≈ 0 . 9 7 .