The directional derivative is defined as an instantaneous rate of change, requiring an infinitesimal step rather than a finite one. By scaling the direction vector with a scalar and taking the limit as , the definition captures the local slope along that specific direction. Using the full vector alone would represent a finite displacement, which fails to describe the derivative's nature as a limit of ratios over vanishingly small intervals.
Conditions: The function is differentiable at the point.; The direction is specified by a vector v.; h is a scalar approaching 0.
The directional derivative is defined as an instantaneous rate of change, requiring an infinitesimal step rather than a finite one. By scaling the direction vector with a scalar and taking the limit as , the definition captures the local slope along that specific direction. Using the full vector alone would represent a finite displacement, which fails to describe the derivative's nature as a limit of ratios over vanishingly small intervals.
Conditions: The function is differentiable at the point.; The direction is specified by a vector v.; h is a scalar approaching 0.