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What is the geometric role of the tangent plane at a differentiable point on a surface?

The tangent plane provides the first-order local approximation of the surface at the reference point. It is defined by the function's value and its two partial derivatives at that point. It represents the best linear fit to the surface near the reference input.

Conditions

  • The surface is differentiable at the reference point (x0,y0)(x_0, y_0).
  • The plane is constructed using the value and partial derivatives at (x0,y0)(x_0, y_0).

Reasoning, step by step

  1. Identify the reference point (x0,y0)(x_0, y_0) on the surface.
  2. Calculate the partial derivatives fx(x0,y0)f_x(x_0, y_0) and fy(x0,y0)f_y(x_0, y_0).
  3. Construct the plane that passes through (x0,y0,f(x0,y0))(x_0, y_0, f(x_0, y_0)) with slopes given by the partial derivatives.
  4. Recognize that this plane approximates the surface's height changes for small input displacements.

Example

The script states: 'At the reference input (x₀,y₀), a differentiable surface has a tangent plane that gives its first-order local approximation.' The card explains: 'At a differentiable point, the value and the two partial derivatives define the tangent plane. This is a first-order local approximation, not a unique-contact claim.'

Common misconceptions

  • Believing that the tangent plane intersects the surface only once at the reference point.
  • Assuming that the tangent plane must lie everywhere below (or above) the surface.
  • Confusing the tangent plane with the actual surface; the plane is an approximation, not the surface itself.

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