How Do You Differentiate a Vector Function with Respect to Another Vector?

In summary, the homework equation doesn't seem to work. The attempt at a solution uses the inner product between two vectors and doesn't seem to be applicable to this situation. The result is that F is a function of (x, y) but it's not clear what that function is.
  • #1
Sorento7
16
0

Homework Statement



[itex]\frac{∂ \frac{\vec{a}}{ \vec{a} . \vec{b}} }{∂\vec{a}}[/itex]

b is not a function of a

Homework Equations


I want to differentiate this, (the jacobian of the vector field)
dot is the Euclidean inner product.

The Attempt at a Solution


[itex]\acute{u}[/itex].v - [itex]\acute{v}[/itex].u / v2 doesn't seem to work
 
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  • #2
To begin with, i could barely see anything with that font size...
[tex]\frac{∂ \frac{\vec{a}}{ \vec{a} . \vec{b}} }{∂\vec{a}}[/tex]
 
  • #3
[itex]\frac{∂ \frac{\vec{a}}{ \vec{a} . \vec{b}} }{∂\vec{a}}[/itex]
 
  • #4
no answer? wow I thought that should have been an easy differentiation?
 
  • #5
It's not a proper differentiation.
I can't make out what your formula is supposed to represent.
It doesn't look like a Jacobian.
 
  • #6
Maybe I phrased it wrong. Its the result of multiplying inversion of an inner product to one of its vector components. (1/[itex]\vec{a}[/itex].[itex]\vec{b}[/itex]) * [itex]\vec{a}[/itex]

edit: [itex]\vec{b}[/itex] is a constant vector.
 
  • #7
So is ##\vec a## a function of (x,y) or something?
 
  • #8
I like Serena said:
So is ##\vec a## a function of (x,y) or something?

Suppose:

F([itex]\vec{a}[/itex]) = (1/[itex]\vec{a}[/itex].[itex]\vec{b}[/itex]) [itex]\vec{a}[/itex]

dot is the Euclidean inner product and F is defined as a vector space(R3 → R3)

I need ∂[itex]\vec{F}[/itex]/∂[itex]\vec{a}[/itex] (given that [itex]\vec{b}[/itex] is an arbitrary constant vector.)
 
  • #9
Ok, so suppose ##\vec a## is ##[^x_y]##.

Then ##\vec F(\vec a) = \vec F(x, y) = [^{F_x(x,y)}_{F_y(x,y)}]##.

In that case the Jacobian is the 2x2 matrix of the partial derivatives of F.

With your ##\vec F(\vec a) = {\vec a \over \vec a \cdot \vec b}##, you get:
$$\vec F(\vec a) = {[^x_y] \over x b_x + y b_y}$$
From this you can calculate the partial derivatives.

For instance:
$${\partial F_x \over \partial x} = {\partial\over \partial x}({x \over x b_x + y b_y})$$
With an application of the quotient rule the result follows...
 
  • #10
Thanks. That was helpful:approve:
 

FAQ: How Do You Differentiate a Vector Function with Respect to Another Vector?

What does it mean to "differentiate" something?

Differentiation is a mathematical process that involves finding the rate of change of a function with respect to its independent variable. In simpler terms, it is a way to calculate how much a function changes as its input value changes.

Why is differentiation important in science?

Differentiation is important in science because it allows us to analyze and understand the behavior of complex systems. It helps us to model and predict the behavior of natural phenomena, such as the growth of cells or the movement of objects.

What are the different types of differentiation?

The two main types of differentiation are numerical differentiation and symbolic differentiation. Numerical differentiation involves approximating the derivative of a function using numerical methods, while symbolic differentiation involves using algebraic rules to find the derivative of a function.

How do I differentiate a function?

To differentiate a function, you will need to use the appropriate differentiation rules depending on the type of function. For example, if the function is in the form of a polynomial, you can use the power rule to find its derivative. If the function is more complex, you may need to use multiple rules or techniques, such as the product rule or the chain rule.

What are some real-world applications of differentiation?

Differentiation has many real-world applications in various fields of science and engineering. It is used in physics to study the motion of objects, in biology to model the growth of organisms, in chemistry to calculate reaction rates, and in economics to analyze supply and demand curves, among others.

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