Directional Derivatives Flashcards
What is the directional derivative?
DD of f at point a,b in the direction of the unit vector u = (x0, y0) is given by the limit in notes.
If we have a multivariate function, the DD at the point a,b, which is a point in the domain of f = rate of change of z in the direction of unit vector u.
The point P(a, b, c) will lie on surface S. The vertical plane passing through P in the direction of the unit vector, intersects S in a Curve C.
The tangent line T to C at P, is the rate of change of z in the direction of u.
What is the relationship between Directional Derivative and Partial Derivative?
If u = 1, 0
then directional derivative is equal to partial derivative of x.
same for y.
What is the length of the direction vector?
Unit vector, so u = v / |v|
What is the formula for the directional derivative?
Df(x,y) = fx(x, y)a + fy(x, y)b
What is the gradient vector of f, and how is it connected to DD?
Points in direction of steepest inclinde at the point, and has a magnitude
GV f = vector defined by partial derivatives x, y
Since DD = fx(x, y)a + fy(x, y)b,
(fx, fy) x (a,b)
= GV * u
When is the DD 0?
When u and GV are orthogonal (dot product = 0)