Total Derivative of a Function of Two Variables

In summary, the term "dx" and "dy" are used to denote the derivative of the function with respect to the x and y coordinates, respectively.
  • #1
amaresh92
163
0
greetings,

consider a function f(x,y);
the total derivative of a function of two varible is given by-:

df=(dou)f/(dou)x*dx+(dou)f/(dou)y*dy

here we have the differential of f(x,y).but i am not able to understand why the term dx and dy has appeared?

advanced thanks.
 
Last edited:
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  • #2
consider a function f(x,y);
the total derivative of a function of two varible is given by-:
df=(dou)f/(dou)x*dx+(dou)f/(dou)y*dy
here we have the differential of f(x,y).but i am not able to understand why the term dx and dy has appeared?
Now, consider a function f(x);
the total derivative of a function of one varible is given by-:
df=(df/dx)*dx
here we have the differential of f(x). Are you able to understand why the term dx appeared?
 
  • #3
amaresh92 said:
greetings,

consider a function f(x,y);
the total derivative of a function of two varible is given by-:

df=(dou)f/(dou)x*dx+(dou)f/(dou)y*dy

here we have the differential of f(x,y).but i am not able to understand why the term dx and dy has appeared?

advanced thanks.

Well, the bolded part is inaccurate, df is the differential of the function f, not the total derivative.

From a geometric perspective, if f:M -> R is a 0-form on a smooth 2-dimensional differentiable manifold M, then the 1-form df is called the exterior differential of the 0-form f and, assuming the cotangent space in the point p=p(x,y) of the manifold is spanned by the 1-forms dx and dy, the expression

[tex] df\left|\right_{p=p\left(x,y\right)} := \frac{\partial f}{\partial x}\left|\right_{p=p\left(x,y\right)} dx + \frac{\partial f}{\partial y}\left|\right_{p=p\left(x,y\right)} dy [/tex]

is just a definition of the components of the 1-form in the chosen basis at the point p of M.
 
Last edited:
  • #4
JJacquelin said:
Now, consider a function f(x);
the total derivative of a function of one varible is given by-:
df=(df/dx)*dx
here we have the differential of f(x). Are you able to understand why the term dx appeared?

then why we are adding them?
 

FAQ: Total Derivative of a Function of Two Variables

What is the definition of the total derivative of a function of two variables?

The total derivative of a function of two variables is the rate of change of the function with respect to both variables, taking into account how each variable affects the other. It is a generalization of the ordinary derivative in which only one variable is considered.

How is the total derivative of a function of two variables calculated?

The total derivative can be calculated by taking the partial derivative of the function with respect to each variable and then adding them together, while also considering the chain rule for functions of multiple variables.

What does the total derivative represent in geometric terms?

In geometric terms, the total derivative of a function of two variables represents the slope of the tangent plane to the surface defined by the function at a given point.

What is the relationship between the total derivative and the gradient vector?

The total derivative of a function of two variables is related to the gradient vector, which is a vector that points in the direction of steepest ascent of the function and whose magnitude is equal to the rate of change of the function in that direction. The gradient is equal to the partial derivatives of the function with respect to each variable, and the total derivative is equal to the dot product of the gradient and a vector representing the change in the variables.

How is the total derivative used in optimization problems?

The total derivative is used in optimization problems to find the maximum or minimum values of a function of two variables. By setting the total derivative equal to zero and solving for the variables, we can find the critical points of the function, which can then be evaluated to determine if they are maximum or minimum points.

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