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Calculus / Chinese

The total differential

Charles队长 · Bilibili · 0:24

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A curved surface and its tangent plane distinguish the actual increment of a two-variable function from its total differential.

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Chapters

0:00The surface0:04The tangent plane0:10Actual and linear increments

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At the reference input (x₀,y₀), a differentiable surface has a tangent plane that gives its first-order local approximation. The plane need not intersect the surface only once or lie everywhere below it.

Move the input by (Δx,Δy). The actual increment Δz is the new function value minus its reference value. The total differential dz is the tangent plane’s height change for the same input displacement. Both are measured relative to the reference height.

Evaluate both partial derivatives at the reference point: dz=fx(x0,y0)Δx+fy(x0,y0)Δydz=f_x(x_0,y_0)\Delta x+f_y(x_0,y_0)\Delta y. Differentiability means the remaining error divided by the input displacement length tends to zero. Existence of the two partial derivatives alone is insufficient.

Knowledge cards

01

The graph of a two-variable function

A surface represents the height z=f(x,y)z=f(x,y) above each input pair.

z=f(x,y)z = f(x,y)
02

The tangent plane

At a differentiable point, the value and the two partial derivatives define the tangent plane. This is a first-order local approximation, not a unique-contact claim.

03

The actual increment

Subtract the reference function value from the new one. It is a change in height, not the absolute height above the xy-plane.

Δz=f(x0+Δx,y0+Δy)−f(x0,y0)\Delta z = f(x_0+\Delta x, y_0+\Delta y) - f(x_0, y_0)
04

The total differential

Both derivatives are evaluated at the reference input. Differentiability gives Δz−dz=o(ρ)Δz-dz=o(ρ), where ρ is input displacement length; merely having partial derivatives does not suffice.

dz=fx(x0,y0)Δx+fy(x0,y0)Δy,Δz−dz=o(Δx2+Δy2)dz=f_x(x_0,y_0)\Delta x+f_y(x_0,y_0)\Delta y,\quad\Delta z-dz=o(\sqrt{\Delta x^2+\Delta y^2})

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  • Derivatives ExplanationAt 0:20
    Why this connection?

    The surface and tangent plane compare the actual increment Δz with the total differential dz=fxdz=f_x(x₀,y₀)Δx+fyΔx+f_y(x₀,y₀)Δy. Differentiability gives Δz−dz=o(ρ)Δz-dz=o(ρ), where ρ is input-displacement length; existence of partial derivatives alone is insufficient. This explains a multivariable derivative as a local linear approximation.

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