- Graph slices (holding one var constant) is important for understanding partial derivatives
- Contour plots
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Vector Field: basically a way of visualizing functions that have the same number of inputs as outputs (outputs are vectors).
- Partial Derivative:
- Interpret as: how does a tiny change in the input in the \(x\)OR\(y\) direction influence the output \(f\); keeping the other variable constant. (technically, you then take the ratio of the nudges)
- On a graph, interpret as slicing the graph at the constant variable and then looking at the slope on the projected/sliced graph.
- Properties:
- \[f_{x y} = f_{y x}\]
- Tangent Hyperplanes:
The tangent hyperplane to a curve at a given point \(\mathbf{x}\) is the best linear approximation of the curve at that point.- Tangent Line:
$$y-y_{0}=f^{\prime}\left(x_{0}\right)\left(x-x_{0}\right)$$
- Tangent Plane:
$$y-y_{0}=f^{\prime}\left(x_{0}\right)\left(x-x_{0}\right)$$
of the surface \(z=f(x, y)\) at the point \(P\left(x_{0}, y_{0}, z_{0}\right)\)
- Tangent Line:
- Gradients:
- Properties:
- Always normal to contour lines
- Properties:
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THIRD
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