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[2020-02-06 Thu 10:32]
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Session 28: Optimization Problems | Part A: Functions of Two Variables, Tangent Approximation and Optimization | 2. Partial Derivatives | Multivariable Calculus | Mathematics | MIT OpenCourseWare

1 Chalkboard

Figure 1: Applications of Partial Derivatives

Figure 1: Applications of Partial Derivatives

Figure 2: At local min or max

Figure 2: At local min or max

Figure 3: Definition of critical point

Figure 3: Definition of critical point

Figure 4: Solve system of equations of partial derivatives

Figure 4: Solve system of equations of partial derivatives

Figure 5: What kind of critical point is it?

Figure 5: What kind of critical point is it?

Figure 6: Min local point

Figure 6: Min local point

2 What are the differences between tangent approximation and the equation of the tangent plane?

2.1 Front

What are the differences between tangent approximation and the equation of the tangent plane?

2.2 Back

  • In both cases you need a point
  • Tangent plane:
    • \({\displaystyle z - z_0 = \biggl(\frac{\partial w}{\partial x} \biggr)_0 (x - x_0) + \biggl(\frac{\partial w}{\partial y} \biggr)_0 (y - y_0)}\)
  • Tangent approximation formula
    • \({\displaystyle \Delta z \approx \biggl(\frac{\partial w}{\partial x} \biggr)_0 \Delta x + \biggl(\frac{\partial w}{\partial y} \biggr)_0 \Delta y}\)
    • \({\displaystyle f(x,y) \approx f(x_0, y_0 ) + \biggl(\frac{\partial w}{\partial x} \biggr)_0 (x - x_0) + \biggl(\frac{\partial w}{\partial y} \biggr)_0 (y -y_0)}\)

3 What is a critical point in a multivariable function?

3.1 Front

What is a critical point in a multivariable function?

\(f(x,y)\)

3.2 Back

There is a critical point at \((x_0, y_0)\) when

  • \(\biggl(\frac{\partial f}{\partial x} \biggr) (x_0,y_0) = 0\), and
  • \(\biggl(\frac{\partial f}{\partial y} \biggr) (x_0,y_0) = 0\), and

Abbreviate: \(f_x = 0\) and \(f_y = 0\)

4 What kind of critical point could found in 2 variable function?

4.1 Front

What kind of critical point could found in 2 variable function?

4.2 Back

  • Local max
  • Local min
  • Saddle (see image)

5 What does happen when tangent plane is horizontal?

5.1 Front

What kind of plane there are in a critical point on 2 variable function?

5.2 Back

Horizontal plane, where \(z\) is constant

\(f_x\) and \(f_y\) at this point is 0 \(\implies\) that the equation of the tangent plane is \(z = z_0\)

6 Are all critical points extrema?

6.1 Front

Are all critical points extrema?

6.2 Back

No, not all critical points are extrema. But the extrema occur at critical point