Multivariable Calculus · 免费预览

多变量情形下的链式法则

将链式法则理解为沿依赖路径求和:从一条贯穿各个输入的单一曲线,到含有若干中间变量的复合函数。

1. Dependence flows along a tree

Dependence flows along a tree

2. A worked chain, checked two ways

A worked chain, checked two ways

3. More variables, more paths

More variables, more paths

4. Notation discipline for composite derivatives

Notation discipline for composite derivatives

5. A two-path chain

For z=x2yz = x^2 y with x=t2x = t^2 and y=t3y = t^3, what does the chain rule give for dzdt\dfrac{dz}{dt} at t=1t = 1?

6. Reading the tree before differentiating

If w=f(x,y,z)w = f(x, y, z) with x,y,zx, y, z each functions of tt, how many products does dwdt\dfrac{dw}{dt} sum, and what does each product look like?

7. A direct and an indirect path

For z=f(x,y)z = f(x, y) with y=g(x,t)y = g(x, t), the variable xx influences zz in two ways. Which formula gives dzdx\dfrac{dz}{dx} holding tt fixed?

8. Checking a chain against direct substitution

For z=xyz = xy with x=tx = t and y=t2y = t^2, compute dzdt\dfrac{dz}{dt} at t=2t = 2 and give the value, as a plain number.

9. A temperature probe

Temperature is T=f(x,y)T = f(x, y) with fx=3f_x = 3 and fy=2f_y = 2 at a point, and a probe moves with velocity (dxdt,dydt)=(1,3)\left(\dfrac{dx}{dt}, \dfrac{dy}{dt}\right) = (1, 3) through that point. Give the rate dTdt\dfrac{dT}{dt} the probe measures, as a plain number.

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