Multivariable optimization question. Find three positive real numbers whose sum is one and the sum of their squares is a minimum.

boitshupoO

boitshupoO

Answered question

2021-02-19

Multivariable optimization question. Find three positive real numbers whose sum is one and the sum of their squares is a minimum.

Answer & Explanation

2k1enyvp

2k1enyvp

Skilled2021-02-20Added 94 answers

Let the three positive real numbers be x,y and z.
then, x+y+z=1
let sum of squares be:
f(x,y,z)=x2+y2+z2
put z in above function
g(x,y)=x2+y2+(1(x+y))2
=x+y2+1+(x+y)221(x+y)
=x2+y2+1+22+y2+2xy2x2y
=2x2+2y2+2xy2x2y+1
Partially differenting the function g(x,y) and finding the critical points:
gx=4x+2y2=0
gy=4y+2x2=0
From the above two equtioan, we get:
x=13,y=13
Putting the value of x and y in x+y+z=1, we get, z=12
Using the second derivative test:
g×=4,
gyy=4,
gxy4x+2=4(13)+2=103
D=gxxgyygxy2
=44(103)2
=161009
=449>0
Since gxx>0andD>0,p(13,13,13) is a local minimal
Therefore, the sum of squarers will be minimom if x=y=z=13 Hence, x=13,y=13,z=13.

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