📚 The Product Rule | 乘积法则(微分法)
In A-Level Mathematics, the product rule is an essential differentiation technique. It lets you find the derivative of a function that is written as the product of two (or more) simpler functions.
在 A-Level 数学中,乘积法则是重要的微分技巧。它帮助我们求两个(或多个)较简单函数相乘所得函数的导数。
1. What Is a 'Product' in Calculus? | 微积分中的“乘积”是什么?
A product is simply the result of multiplying two or more expressions together. For example, in the expression f(x) = x2 sin x, the function f is the product of x2 and sin x.
乘积就是两个或多个表达式相乘的结果。例如,在 f(x) = x2 sin x 中,函数 f 是 x2 与 sin x 的乘积。
When you try to differentiate such a product, you cannot just differentiate each factor separately and multiply them. You must use the product rule.
当你要对这样的乘积求导时,不能简单地分别对每个因子求导再相乘,而必须使用乘积法则。
2. The Product Rule Formula | 乘积法则公式
Suppose u(x) and v(x) are differentiable functions. Then the derivative of their product is given by:
设 u(x) 和 v(x) 是可导函数,则它们乘积的导数由下式给出:
ddx[u v] = u dvdx + v dudx
In words: "first times the derivative of the second, plus second times the derivative of the first."
用语言表述就是:“第一个乘上第二个的导数,加上第二个乘上第一个的导数。”
You may also see this written as ddx(uv) = u v' + v u'. Both forms are identical.
你也可能看到写作 ddx(uv) = u v' + v u',这两种形式完全相同。
3. Where Does the Product Rule Come From? | 乘积法则从何而来?
The product rule can be derived from first principles using the definition of the derivative. Consider a small change Δ x, leading to changes Δ u and Δ v.
乘积法则可以从导数的定义出发,利用极限原理推导。考虑一个微小的变化量 Δ x,相应地引起 Δ u 和 Δ v。
Then Δ(uv) = (u+Δ u)(v+Δ v) - uv = uΔ v + vΔ u + Δ u Δ v. Dividing by Δ x and letting Δ x → 0 gives the formula.
于是 Δ(uv) = (u+Δ u)(v+Δ v) - uv = uΔ v + vΔ u + Δ u Δ v。除以 Δ x 并令 Δ x → 0,就得到公式。
The term Δ u Δ v disappears because it is negligible compared with the linear terms as Δ x → 0.
其中 Δ u Δ v 这一项在 Δ x → 0 时与线性项相比可以忽略不计。
4. Worked Example 1: Polynomials | 例 1:多项式
Differentiate y = (3x2 + 1)(2x - 5).
求 y = (3x2 + 1)(2x - 5) 的导数。
Let u = 3x2 + 1 and v = 2x - 5. Then dudx = 6x and dvdx = 2.
令 u = 3x2 + 1,v = 2x - 5。则 dudx = 6x,dvdx = 2。
Using the product rule:
应用乘积法则:
dydx = (3x2 + 1)(2) + (2x - 5)(6x)
Simplify: dydx = 6x2 + 2 + 12x2 - 30x = 18x2 - 30x + 2.
化简:dydx = 6x2 + 2 + 12x2 - 30x = 18x2 - 30x + 2。
Notice that expanding the original expression first would give the same answer, but the product rule is often faster, especially for higher powers.
注意,先把原式展开再求导也能得到相同结果,但乘积法则通常更快,尤其对于高次幂。
5. Worked Example 2: Trigonometry | 例 2:三角函数
Differentiate y = x2 sin x.
求 y = x2 sin x 的导数。
Let u = x2 and v = sin x. Then dudx = 2x and dvdx = cos x.
令 u = x2,v = sin x。则 dudx = 2x,dvdx = cos x。
Apply the product rule:
应用乘积法则:
dydx = x2 cos x + 2x sin x
This can be written as x(xcos x + 2sin x).
可以写成 x(xcos x + 2sin x)。
This example shows that the product rule is necessary because differentiation is not multiplicative.
这个例子说明乘积法则的必要性,因为导数并不具备乘法性质。
6. Combined with the Chain Rule | 与链式法则结合
Often a product involves a composite function. For example, y = x e3x requires both the product rule and the chain rule.
很多乘积中包含复合函数。例如,y = x e3x 需要同时使用乘积法则和链式法则。
Let u = x and v = e3x. Then dudx = 1, and to find dvdx we use the chain rule: ddx e3x = 3e3x.
令 u = x,v = e3x。则 dudx = 1,而求 dvdx 需要用到链式法则:ddx e3x = 3e3x。
So:
因此:
dydx = x · 3e3x + e3x · 1 = e3x(3x + 1)
Always identify both rules before differentiating. The product rule handles the multiplication, while the chain rule handles the inner function.
求导前务必先识别两个法则。乘积法则处理乘法,链式法则处理内层函数。
7. Products with Logarithms | 含对数的乘积
Consider y = ln x · cos x. Here u = ln x and v = cos x.
考虑 y = ln x · cos x。这里 u = ln x,v = cos x。
We have dudx = 1x and dvdx = -sin x.
我们有 dudx = 1x,dvdx = -sin x。
Thus:
因此:
dydx = ln x (-sin x) + cos x (1x) = cos xx - sin x ln x
Notice that the order of the two terms does not matter, but it is often sensible to write the term with ln x second to keep signs clear.
注意两个项的先后顺序无关,但为了符号清晰,通常把含 ln x 的项写在后面。
8. Product Rule with Three Factors | 三个因子的乘积法则
When you have a product of three functions, you can apply the product rule twice. For y = u v w,
当三个函数相乘时,可以分两次使用乘积法则。对于 y = u v w,
dydx = u v w' + u w v' + v w u'
This is a pattern: differentiate one factor at a time while keeping the others unchanged, then add.
规律是:每次只对一个因子求导,保持其他因子不变,然后相加。
For example, y = x2 sin x cos x. Differentiate each factor:
例如,y = x2 sin x cos x。对每个因子分别求导:
dydx = x2 sin x (-sin x) + x2 cos x (cos x) + 2x sin x cos x
Then simplify using trigonometric identities if required.
然后根据需要利用三角恒等式进行化简。
9. Common Mistakes and How to Avoid Them | 常见错误与避免方法
- Mistake: Writing dydx = u' v' instead of u v' + v u'.
- 错误:写成 dydx = u' v',而不是 u v' + v u'。
- Mistake: Forgetting to apply the chain rule to one of the factors when it is a composite function.
- 错误:当某个因子是复合函数时,忘记对其使用链式法则。
- Mistake: Losing a minus sign when differentiating trigonometric or exponential functions.
- 错误:对三角函数或指数函数求导时丢失负号。
To avoid these errors, always write u, v, u', v' explicitly before applying the rule. Check each derivative carefully.
为避免这些错误,应用法则前务必明确写出 u、v、u'、v',并仔细检查每个导数。
10. When to Use the Product Rule? | 何时使用乘积法则?
Use the product rule when you see a function that is the product of two (or more) different functions that cannot be easily combined into a single simpler expression.
当你看到两个(或多个)不同函数相乘,且无法轻松合并成一个更简单表达式时,就应使用乘积法则。
If the expression can be expanded easily, such as (x+1)(x+2), expanding first is often faster. However, for products like x3 ln x, the product rule is the only practical method.
如果表达式可以轻松展开,如 (x+1)(x+2),先展开往往更快。然而对于 x3 ln x 这类乘积,乘积法则几乎是唯一实用方法。
| Expression | Method | Reason |
|---|---|---|
| (x2+1)(x-3) | Expand first | Simple polynomials |
| x ex | Product rule | Different types of functions |
| x2 sin x | Product rule | Cannot expand |
11. Practice Questions | 练习问题
Try using the product rule to differentiate the following. Answers are shown at the end.
请尝试用乘积法则对下列函数求导。答案列在小节末尾。
- Question 1: y = (x2 + 1)(2x - 3)
- 问题 1:y = (x2 + 1)(2x - 3)
- Question 2: y = x3 ln x
- 问题 2:y = x3 ln x
- Question 3: y = sin x cos x
- 问题 3:y = sin x cos x
Answers:
答案:
1. 6x2 - 6x + 2 2. x2(3ln x + 1) 3. cos 2x
For question 3, remember that ddx(sin x cos x) = sin x(-sin x) + cos x(cos x) = cos2 x - sin2 x = cos 2x.
对于问题 3,记住 ddx(sin x cos x) = sin x(-sin x) + cos x(cos x) = cos2 x - sin2 x = cos 2x。
12. Summary | 总结
The product rule is a fundamental differentiation tool in A-Level Mathematics. It states that ddx(uv) = udvdx + vdudx.
乘积法则是 A-Level 数学中基本微分工具。它指出 ddx(uv) = udvdx + vdudx。
Remember to identify all factors, differentiate each one correctly, and combine the terms carefully. With practice, the product rule becomes second nature.
记住识别所有因子,正确求每个因子的导数,并仔细合并各项。多加练习,乘积法则就会变得得心应手。
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