Understanding the increment in Directional Derivative
I am trying to make sense of the Directional Derivate formula I have been given at class.
Having a differentiable function and a unit vector, we define the Directional Derivative as:
$$ \frac{f(x+h\cdot u_1,y+h\cdot u_2)}{h} $$
I am having trouble understanding the increment h in here, since coming from the Partial Derivatives, in this case, respect x
$$ \frac{f(x+h ,y)}{h} $$
the h is the increment in the x axis, or better said, the "distance" between x and x'. I don't think the distance in the Partial Derivatives is h.
What am I missing?
Thanks
Solution 1:
In your difference quotient $h$ is the change along the direction of the unit vector $(u_1, u_2)$.
The partial derivative is the special case when the unit vector is $(1,0)$.