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Answers for “为什么在定义方向导数时使用 h*v 而不是 v?”

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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 v\mathbf{v} with a scalar hh and taking the limit as h→0h \to 0, the definition captures the local slope along that specific direction. Using the full vector v\mathbf{v} 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.