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[2020-02-05 Wed 22:40]
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Session 26: Partial Derivatives | Part A: Functions of Two Variables, Tangent Approximation and Optimization | 2. Partial Derivatives | Multivariable Calculus | Mathematics | MIT OpenCourseWare

1 Chalkboard

Figure 1: Derivative of a function of 1 variable

Figure 1: Derivative of a function of 1 variable

Figure 2: Approximation formula

Figure 2: Approximation formula

Figure 3: Partial derivative definition

Figure 3: Partial derivative definition

Figure 4: Partial derivative geometrically

Figure 4: Partial derivative geometrically

Figure 5: Example of partial derivative

Figure 5: Example of partial derivative

2 What is a partial function of a multivariable function?

2.1 Front

What is a partial function of a multivariable function?

2.2 Back

It’s the function resulting of fixing a value \(y=y_0\) (for example), and just let \(x\) vary (or vice versa).

\(w = f(x, y_0)\), is the partial function for \(y = y_0\)

3 What is a partial derivative?

3.1 Front

What is a partial derivative?

On a function of 2 variables

3.2 Back

It’s a derivative of a 2 variable functions where you see how the function change when one of its variables changes. Gives the rate of changes of \(w\) (partial function) with respect to \(x\) (or another variable)

\({\displaystyle \frac{d}{dx} f(x, y_0) \Big|_{x_0} = \frac{\partial f}{\partial x} \Big|_{(x_0, y_0)}}\)

It’s called partial derivative of \(f\) with respect to \(x\) at the point \((x_0,y_0)\). It tells how fast \(f\) is increasing as \(x\) increases, when \(y\) is held constant.

4 How is it calculated a partial derivative?

4.1 Front

How is it calculated a partial derivative?

4.2 Back

Holding one variable fixed and differentiating with respect to the other variable.

5 How many notations are there for partial derivative?

5.1 Front

How many notations are there for partial derivative?

5.2 Back

Where \(w = f(x,y_0)\) is the partial function for \(y = y_0\)

  • \({\displaystyle \frac{\partial f}{\partial x} \bigg|_{(x_0,y_0)}}\)
  • \({\displaystyle \frac{d}{dx} f(x, y_0) \bigg|_{x_0}}\)
  • \({\displaystyle f_x(x_0, y_0)}\) (Including specific point)
  • \({\displaystyle \frac{\partial w}{\partial x} \bigg|_{x_0, y_0}}\) (common in science and engineering)
  • \({\displaystyle \biggl(\frac{\partial f}{\partial x} \biggr)_0}\), (indicating the point by just using a single subscript)
  • \({\displaystyle \biggl(\frac{\partial w}{\partial x} \biggr)_0}\)

6 What means a partial derivative geometrically?

6.1 Front

What means a partial derivative geometrically?

6.2 Back

7 Can you calculate partial derivative of functions with 3 or more variables?

7.1 Front

Can you calculate partial derivative of functions with 3 or more variables?

7.2 Back

Yes, you can, but you cannot draw geometrically

8 What that does mean on partial derivative?

8.1 Front

What that does mean on partial derivative?

\({\displaystyle \frac{\partial^2 f}{\partial x \partial y}}\)

8.2 Back

First you get partial derivitive \({\displaystyle \frac{\partial f}{\partial y}}\), and then you calculate the partial derivative with respect to \(x\)

\({\displaystyle \frac{\partial}{\partial x} \biggl(\frac{\partial f}{\partial y} \biggr)}\)