Minimizing a multivariable function

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Homework Help Overview

The problem involves finding the shortest distance from the origin to the surface defined by the equation x = yz + 10. The context is rooted in multivariable calculus, specifically in optimization under constraints.

Discussion Character

  • Mixed

Approaches and Questions Raised

  • Participants discuss the formulation of the problem using a distance function and a constraint function, leading to a system of equations derived from Lagrange multipliers. There is confusion regarding the correct interpretation of the equations and how to proceed with solving them.

Discussion Status

The discussion has explored various points derived from the equations, with participants questioning the validity of certain solutions and the implications of different values for the Lagrange multiplier. Some participants suggest checking multiple points to determine the shortest distance, while others express uncertainty about the correctness of their findings.

Contextual Notes

There are indications of potential typos in the equations and varying interpretations of the problem setup. Participants are navigating through the implications of different values for the Lagrange multiplier and their effects on the derived points.

Yosty22
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Homework Statement



Find the shortest distance from the origin to the surface x=yz+10

Homework Equations





The Attempt at a Solution



So I said that my main function, f(x,y,z) = x^2 + y^2 + z^2 (the function I want to minimize)
Then I said that g(x,y,z) is my constraint function where g(x,y,z) is yz-x=-10. I took the partial derivative with respect to each variable of both g and f. I got fx=2x, fy=2y, fz=2z, gx=-1, gy=z, and gz=y. Once I did this, set fx = λ gx etc. (same format for each partial). This is where I am confused.

My final equations are:
2x + λ = 0 (1)
2y - λz = 0 (2)
2z - λy = 0 (3)
yz - x = 10 (4)

Once I have these, I am confused as to how to solve them properly. What I did so far was solve equation 2 for z. Once I solved for z in terms of y and λ, I substituted it back into equation 3 and got 4y/λ - λy = 0. Multiplying lambda across, I get 4y = λ2y. This shows me that either λ=2 or y=0. Once I get these, for each case I solved and when y = 0, plugging back into equation 2, I get z = 0, and this means that x=10 (equation 4). However, if λ = 2, then by equation 1, x=-1.

My question is:
What should I be looking for here? What do I solve for to answer the question properly?
 
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Yosty22 said:

Homework Statement



Find the shortest distance from the origin to the surface x=yz+10

Homework Equations


The Attempt at a Solution



So I said that my main function, f(x,y,z) = x^2 + y^2 + z^2 (the function I want to minimize)
Then I said that g(x,y,z) is my constraint function where g(x,y,z) is yz-x=-10. I took the partial derivative with respect to each variable of both g and f. I got fx=2x, fy=2y, fz=2z, gx=-1, gy=z, and gz=y. Once I did this, set fx = λ gx etc. (same format for each partial). This is where I am confused.

My final equations are:
2x + λ = 0 (1)
2y - λz = 0 (2)
2z - λy = 0 (3)
yz - x = 10 (4)

Once I have these, I am confused as to how to solve them properly. What I did so far was solve equation 2 for z. Once I solved for z in terms of y and λ, I substituted it back into equation 3 and got 4y/λ - λy = 0. Multiplying lambda across, I get 4y = λ2y. This shows me that either λ=2 or y=0. Once I get these, for each case I solved and when y = 0, plugging back into equation 2, I get z = 0, and this means that x=10 (equation 4). However, if λ = 2, then by equation 1, x=-1.

My question is:
What should I be looking for here? What do I solve for to answer the question properly?

You want all of the possible sets of three values x, y and z that solve all of those equations. You've got one x=10, y=0, z=0. Now just keep following all of the possibilities. And be careful, ##\lambda^2=4## has two solutions. And you've got a typo in equation (4). It should be yz-x=(-10).
 
Last edited:
Okay, so I continued with what I was doing before and fixed lambda = 2 to lambda = +/- 2. Doing this, I got three points:
1). (10,0,0)
2). (-1,-1,11)
3). (1,1-9)

Now that I have these points, the question confuses me. The question asks for the shortest distance from the origin to the plane. All of these points are on the plane, so do I use the distance formula to calculate the magnitude of the distance from the point on the plane to the origin?
 
Yosty22 said:
Okay, so I continued with what I was doing before and fixed lambda = 2 to lambda = +/- 2. Doing this, I got three points:
1). (10,0,0)
2). (-1,-1,11)
3). (1,1-9)

Now that I have these points, the question confuses me. The question asks for the shortest distance from the origin to the plane. All of these points are on the plane, so do I use the distance formula to calculate the magnitude of the distance from the point on the plane to the origin?

It's not a plane, but yes, you would check those points to find out which minimizes distance. If they were correct. But they aren't. I think you went a little too fast. If ##\lambda=2## can't you conclude ##y=z##?
 
Oh, yes I see that. So if y=z, I can change the last equation to y^2-x=-10 when lambda = 2. After that, however, I seem to hit a wall of sorts. So I used equation 1 and lambda = 2 to solve for x. That gives me: 2x+2=0, so x=-1. However, when I plug that back into the equation, it cannot work out correctly. That means I have y^2+1=-10, or y^2=-11, which cannot be right. Any ideas where I'm going wrong?
 
Yosty22 said:
Oh, yes I see that. So if y=z, I can change the last equation to y^2-x=-10 when lambda = 2. After that, however, I seem to hit a wall of sorts. So I used equation 1 and lambda = 2 to solve for x. That gives me: 2x+2=0, so x=-1. However, when I plug that back into the equation, it cannot work out correctly. That means I have y^2+1=-10, or y^2=-11, which cannot be right. Any ideas where I'm going wrong?

You aren't doing anything wrong. You hit a correct wall. ##\lambda=2## doesn't lead to any solutions. What about ##\lambda=-2##?
 
Okay, so after looking at the points again, I have 3 points. When lambda is 2, y=z, but it doesn't work. However, when lambda = -2, y=-z. Doing some substitutions, I get the points (1,3,-3) and (1,-3,3,). Testing the points (10,0,0) and (1,+/-3,+/-3) I get sqrt (19) and 10 (using the distance formula). This shows that the shortest distance between yz-x=-10 and the origin is sqrt(19), or about 4.36. Does this sound correct?
 
Yosty22 said:
Okay, so after looking at the points again, I have 3 points. When lambda is 2, y=z, but it doesn't work. However, when lambda = -2, y=-z. Doing some substitutions, I get the points (1,3,-3) and (1,-3,3,). Testing the points (10,0,0) and (1,+/-3,+/-3) I get sqrt (19) and 10 (using the distance formula). This shows that the shortest distance between yz-x=-10 and the origin is sqrt(19), or about 4.36. Does this sound correct?

Sounds correct.
 
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