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Contour plot =
Take multiple level curves to construct the full function
Always 1 dimension below actual function dimension
Level curve =
A "slice" of a 3D multi-variable function at a specific constant/height to get a 2D image
Clairaut's Theorem =
Let f_x and f_y be partial derivatives
if f_x and f_y and f_xy exists near (a, b) AND f_xy is continuous near (a, b) then f_yx must also exist
also: f_xy(a, b) = f_yx(a, b)
Tangent plane equation =
z = z_0 + [f_x(x_0, y_0)](x - x_0) + [f_y(x_0, y_0)])(y - y_0)
Where (x_0, y_0, z_0) is the point of tangency
Define mini-max/saddle point =
point that can be local max or min depending on the angle
partial derivative =
∂
Derivative of one variable in a multi-variable function, rest of the variables are constant