Cartesian equation of the tangent plane

Click For Summary
SUMMARY

The discussion centers on deriving the Cartesian equation of the tangent plane for a differentiable function \( f(x,y,z) \) at a point \( (x_0, y_0, z_0) \) where the gradient \( \nabla f(x_0, y_0, z_0) \) is non-zero and has a zero instantaneous rate of change in the direction \( \left( \frac{2}{3},-\frac{1}{3},-\frac{2}{3} \right) \). The equation of the tangent plane is established as \( \nabla f_0 \cdot \mathbf{x} = \nabla f_0 \cdot \mathbf{x_0} \), where \( \nabla f_0 \) is normal to the tangent plane. The discussion also clarifies that the term 'level curve' should be corrected to 'level surface', as level surfaces are defined by equations of the form \( f(x,y,z) = c \).

PREREQUISITES
  • Understanding of gradient vectors and their significance in multivariable calculus.
  • Familiarity with the concept of level surfaces in three-dimensional space.
  • Knowledge of vector operations, particularly the dot product.
  • Basic proficiency in formulating equations of planes in three-dimensional geometry.
NEXT STEPS
  • Study the derivation of the tangent plane equation from the gradient vector in multivariable calculus.
  • Explore the implications of zero instantaneous rate of change in directional derivatives.
  • Learn about the relationship between level surfaces and their tangent planes in differential geometry.
  • Investigate the use of Lagrange multipliers for finding extrema on level surfaces.
USEFUL FOR

Mathematicians, students studying multivariable calculus, and anyone interested in understanding the geometric properties of functions in three-dimensional space.

mathmari
Gold Member
MHB
Messages
4,984
Reaction score
7
Hey! :o

A differentiable function $f(x,y,z)$ has $\nabla f (x_0, y_0, z_0) \neq (0,0,0)$ and zero instant rate of change from $(x_0, y_0, z_0)$ in the direction $\left( \frac{2}{3},-\frac{1}{3},-\frac{2}{3}\right)$. Which could be the cartesian equation of the tangent plane of the level surface of the function at the point $(x_0, y_0, z_0)$ ?
I have done the following :

Since the function has zero instant rate of change from $(x_0, y_0, z_0)$ in the direction $\left( \frac{2}{3},-\frac{1}{3},-\frac{2}{3}\right)$ we have that:
$$\nabla f(x_0, y_0, z_0) \cdot (\frac{2}{3},-\frac{1}{3},-\frac{2}{3})=0 \\ \Rightarrow \frac{2}{3} f_x(x_0, y_0, z_0)-\frac{1}{3} f_y(x_0,y_0,z_0)-\frac{2}{3} f_z(x_0,y_0,z_0)=0$$

The level surfaces of $f(x,y,z)$ are of the form $f(x,y,z)=c$.

How could we find the equation of the tangent plane of the level surface at $(x_0,y_0,z_0)$ ? (Wondering)
 
Last edited by a moderator:
Physics news on Phys.org
Hey mathmari! (Smile)

I'm a bit confused about the wording 'level curve'.
Doesn't an equation of the form $f(x,y,z)=c$ identify a surface?
Take for instance $f(x,y,z)=x^2+y^2+z^2$. Then $f(x,y,z)=c$ is a sphere, isn't it?

And if it's really a curve, doesn't it have more than a single tangent plane?
Is perhaps the rectifying plane intended then (the plane that contains the tangent and the binormal vector of the curve)?

Can you clarify? (Wondering)
 
I like Serena said:
Hey mathmari! (Smile)

I'm a bit confused about the wording 'level curve'.
Doesn't an equation of the form $f(x,y,z)=c$ identify a surface?
Take for instance $f(x,y,z)=x^2+y^2+z^2$. Then $f(x,y,z)=c$ is a sphere, isn't it?

And if it's really a curve, doesn't it have more than a single tangent plane?
Is perhaps the rectifying plane intended then (the plane that contains the tangent and the binormal vector of the curve)?

Can you clarify? (Wondering)

Ohh.. (Blush) Level curves should be level surafces. I changed it in post #1.
 
mathmari said:
Ohh.. (Blush) Level curves should be level surafces. I changed it in post #1.

Okay... then we have one vector with zero instant rate of change... but don't we need two of them? Independent from each other? (Wondering)
If so, we could define the second vector to a set of unknowns, after which we can set up an equation.

Or can it be that the non-zero instant rate of change is intended?
In that case we would have sufficient information to set up the equation for the tangent plane. (Thinking)

For the record, the equation of the tangent plane would be in either case:
$$
\nabla f_0\cdot \mathbf x = \nabla f_0\cdot \mathbf x_0
$$
since $\nabla f_0$ is normal to the tangent plane.
 
I like Serena said:
Okay... then we have one vector with zero instant rate of change... but don't we need two of them? Independent from each other? (Wondering)
If so, we could define the second vector to a set of unknowns, after which we can set up an equation.

Or can it be that the non-zero instant rate of change is intended?
In that case we would have sufficient information to set up the equation for the tangent plane. (Thinking)

For the record, the equation of the tangent plane would be in either case:
$$
\nabla f_0\cdot \mathbf x = \nabla f_0\cdot \mathbf x_0
$$
since $\nabla f_0$ is normal to the tangent plane.
It is zero instant rate of change. So, we consider a vector $(a,b,c)$ ?

Do we take $\nabla f_0\cdot (a,b,c)$ ? (Wondering)
 
mathmari said:
It is zero instant rate of change. So, we consider a vector $(a,b,c)$ ?

Do we take $\nabla f_0\cdot (a,b,c)$ ? (Wondering)

Hmm... perhaps we can define:
$$(a,b,c) = \nabla f(x_0, y_0, z_0)$$
That means that the equation of the tangent plane is (from the formula in my previous post):
$$(a,b,c) \cdot (x,y,z) = (a,b,c) \cdot (x_0, y_0, z_0)$$
And additionally we have the restriction:
$$\nabla f(x_0, y_0, z_0) \cdot (\frac{2}{3},-\frac{1}{3},-\frac{2}{3})=(a, b, c) \cdot (\frac{2}{3},-\frac{1}{3},-\frac{2}{3})=0$$
(Thinking)
 
I like Serena said:
Hmm... perhaps we can define:
$$(a,b,c) = \nabla f(x_0, y_0, z_0)$$
That means that the equation of the tangent plane is (from the formula in my previous post):
$$(a,b,c) \cdot (x,y,z) = (a,b,c) \cdot (x_0, y_0, z_0)$$
And additionally we have the restriction:
$$\nabla f(x_0, y_0, z_0) \cdot (\frac{2}{3},-\frac{1}{3},-\frac{2}{3})=(a, b, c) \cdot (\frac{2}{3},-\frac{1}{3},-\frac{2}{3})=0$$
(Thinking)

So, we have to find a relation for the vector $(a,b,c)$ ? Or do we not have to get rid of thes unknowns? (Wondering)
 
mathmari said:
So, we have to find a relation for the vector $(a,b,c)$ ? Or do we not have to get rid of thes unknowns? (Wondering)

As it is, we have 6 unknown constants in the tangent equation: $a,b,c,x_0,y_0,z_0$.
And we have 1 equation that puts a restriction on $a,b,c$.
To be honest, the problem seems to be a bit 'incomplete'.
Either way, it seems to me that we might as well let it stand like that. (Thinking)
 
So, we have that $(a, b, c) \cdot (\frac{2}{3},-\frac{1}{3},-\frac{2}{3})=0 \Rightarrow 2a-b-2c=0 \Rightarrow b=2a-2c$. Therefore, we get
$$a(x-x_0)+b(y-y_0)+c(z-z_0)=0 \Rightarrow a(x-x_0)+(2a-2c)(y-y_0)+c(z-z_0)=0 $$
right? (Wondering)
 
Last edited by a moderator:
  • #10
I believe that's the best that we can do (together with the definition $(a,b,c)=\nabla f_0$). (Nod)
 
  • #11
I like Serena said:
I believe that's the best that we can do (together with the definition $(a,b,c)=\nabla f_0$). (Nod)

Great! Thanks a lot! (Smile)
 

Similar threads

  • · Replies 4 ·
Replies
4
Views
4K
  • · Replies 10 ·
Replies
10
Views
1K
  • · Replies 5 ·
Replies
5
Views
3K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 2 ·
Replies
2
Views
1K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 33 ·
2
Replies
33
Views
3K
Replies
2
Views
2K
  • · Replies 1 ·
Replies
1
Views
1K