Unit 6: Integration and
Accumulation of Change
单元 6:积分与
变化的累积
Connect differentiation and integration through the Fundamental Theorem of Calculus. Master Riemann sums, antiderivatives, and integration techniques.
通过微积分基本定理把微分与积分联系起来。掌握黎曼和、原函数与各种积分技巧。
Exploring Accumulations of Change
探索变化的累积
rate of change)函数的图像与 $x$ 轴之间的面积,代表变化的累积总量(total accumulation of change)。
Suppose $r(t)$ is a rate of change — for example, gallons per minute flowing into a tank. Then the area under the curve $r(t)$ from $t = a$ to $t = b$ gives the total quantity that accumulated over that time interval. In some cases, you can compute this area using basic geometry (triangles, rectangles, trapezoids) before learning any formal integration techniques.
设 $r(t)$ 是一个变化率——比如流入水箱的加仑/分钟。那么曲线 $r(t)$ 从 $t = a$ 到 $t = b$ 之间的曲线下面积(area under curve),就给出在该时间区间内累积的总量。有时候,无需任何正式的积分技巧,仅用基本几何(三角形、矩形、梯形)就能算出这块面积。
gallons/min and time in min → area has units gallons/min × min = gallons.
Example: Rate in cars/hour and time in hours → area has units cars.
gallons/min,时间单位是 min → 面积的单位是 gallons/min × min = gallons。
例:变化率单位是 cars/hour,时间单位是 hours → 面积的单位是 cars。
Worked Example — Accumulation from a Rate Graph例题——由变化率图求累积
A tank fills at rate $r(t)$ gallons/hour. The graph of $r(t)$ forms a triangle with base 4 hours and height 6 gal/hr.
Total water added $=$ area under the rate curve:
$$\text{Area} = \tfrac{1}{2} \times 4 \times 6 = 12 \text{ gallons}$$水箱以变化率 $r(t)$ 加仑/小时进水。$r(t)$ 的图像是一个底为 4 小时、高为 6 加仑/小时的三角形。
累积的总水量 $=$ 变化率曲线下面积:
$$\text{Area} = \tfrac{1}{2} \times 4 \times 6 = 12 \text{ gallons}$$Approximating Areas with Riemann Sums
用黎曼和近似面积
When the region under a curve isn't a simple geometric shape, we approximate the area by slicing it into thin rectangles. The total area of those rectangles — called a Riemann sum — estimates the true integral. The more rectangles we use, the better the estimate becomes.
当曲线下区域不是简单几何形状时,我们把它切成很多细长矩形来近似面积。这些矩形面积的总和——叫做黎曼和(Riemann sum)——就是积分(integral)的估计值。矩形越多,估计越准。
Drag the slider above and watch the rectangles multiply. Notice how the gaps and overlaps between the rectangles and the curve shrink toward zero as $n$ grows. That's the key geometric intuition: the Riemann sum converges to the exact area under the curve.
拖动上方的滑块,看着矩形越来越多。注意当 $n$ 增大时,矩形与曲线之间的缝隙和重叠是怎样逐步趋近于零的。这就是核心的几何直觉:黎曼和收敛(convergence)到曲线下精确面积。
| Method | Height Chosen At | Over/Under? |
|---|---|---|
| Left Riemann Sum (LRS) | Left endpoint of each subinterval | Depends on increasing / decreasing |
| Right Riemann Sum (RRS) | Right endpoint of each subinterval | Depends on increasing / decreasing |
| Midpoint Riemann Sum (MRS) | Midpoint of each subinterval | Usually the most accurate of the three |
| Trapezoidal Sum | Average of left & right (trapezoid, not rectangle) | Depends on concavity |
| 方法 | 高度取在 | 高估/低估? |
|---|---|---|
左黎曼和(LRS) | 每个子区间的左端点 | 取决于递增/递减 |
右黎曼和(RRS) | 每个子区间的右端点 | 取决于递增/递减 |
中点黎曼和(MRS) | 每个子区间的中点 | 三者中通常最准 |
梯形和(trapezoidal sum) | 左右端点的平均(梯形而非矩形) | 取决于凹凸性 |
Worked Example — Left Riemann Sum from a Table例题——由表格求左黎曼和
Given table:
| $t$ | 0 | 1 | 3 | 6 |
| $f(t)$ | 2 | 5 | 4 | 7 |
Left Riemann Sum (3 nonuniform subintervals): $\Delta t_1 = 1,\; \Delta t_2 = 2,\; \Delta t_3 = 3$.
$$\begin{aligned} \text{LRS} &= f(0)\,\Delta t_1 + f(1)\,\Delta t_2 + f(3)\,\Delta t_3 \\[4pt] &= 2(1) + 5(2) + 4(3) \\[4pt] &= 2 + 10 + 12 = 24 \end{aligned}$$给定表格:
| $t$ | 0 | 1 | 3 | 6 |
| $f(t)$ | 2 | 5 | 4 | 7 |
左黎曼和(3 个非等距子区间):$\Delta t_1 = 1,\; \Delta t_2 = 2,\; \Delta t_3 = 3$。
$$\begin{aligned} \text{LRS} &= f(0)\,\Delta t_1 + f(1)\,\Delta t_2 + f(3)\,\Delta t_3 \\[4pt] &= 2(1) + 5(2) + 4(3) \\[4pt] &= 2 + 10 + 12 = 24 \end{aligned}$$Riemann Sums, Summation Notation & Definite Integral Notation
黎曼和、求和记号与定积分记号
The interactive visualizer above showed you the key idea geometrically. Now we formalize it: the definite integral is defined as the limit of Riemann sums as the number of rectangles approaches infinity and their widths approach zero.
上方的交互可视化已从几何上展示了关键思路。现在把它正式化:定积分(definite integral)被定义为黎曼和的极限——当矩形数趋于无穷、宽度趋于零时的极限值。
This is the foundational definition. The integral symbol $\int$ is an elongated "S" for Sum. The $dx$ is the infinitesimal remnant of $\Delta x$. Every time you write $\int_a^b f(x)\,dx$, you are writing a limit of a sum of products — infinitely many, infinitely thin rectangles whose total area equals the exact area under the curve.
这是最根本的定义。积分号 $\int$ 是拉长了的字母 “S”,表示 Sum(求和)。$dx$ 是 $\Delta x$ 在取极限后留下的“无穷小”痕迹。每写一个 $\int_a^b f(x)\,dx$,你就是在写一个乘积之和的极限——无穷多个、无穷薄的矩形,其总面积等于曲线下精确面积。
limit)给出精确值。这个极限就是定积分。这与导数(derivative)被定义为差商的极限是类比的——积分被定义为求和的极限。
For equal subintervals of width $\Delta x = \frac{b-a}{n}$, the definition simplifies:
当子区间为等宽 $\Delta x = \frac{b-a}{n}$ 时,定义可简化为:
integrand),即我们要算其面积的函数
$dx$ —— 微分,标明积分变量,并提醒这是无穷小宽度 $\Delta x$
合起来,$f(x)\,dx$ 表示每个无穷小矩形的“高 × 宽”。
Worked Example — Converting Sum to Integral例题——把求和改写为积分
Express as a definite integral:
$$\lim_{n \to \infty} \sum_{i=1}^{n} \left(3 + \frac{5i}{n}\right)^{\!2} \cdot \frac{5}{n}$$Identify the pieces: $\Delta x = \frac{5}{n}$, so $b - a = 5$. The starting value is $a = 3$, giving $b = 8$, and $f(x) = x^2$.
$$= \int_3^8 x^2\,dx$$把下式表示为定积分:
$$\lim_{n \to \infty} \sum_{i=1}^{n} \left(3 + \frac{5i}{n}\right)^{\!2} \cdot \frac{5}{n}$$识别各部分:$\Delta x = \frac{5}{n}$,所以 $b - a = 5$。起点 $a = 3$,故 $b = 8$,且 $f(x) = x^2$。
$$= \int_3^8 x^2\,dx$$The Fundamental Theorem of Calculus & Accumulation Functions
微积分基本定理与累积函数
Fundamental Theorem of Calculus, FTC)是本单元最重要的结论:微分和积分是互为逆运算的过程。
where $f$ is continuous on an interval containing $a$
其中 $f$ 在包含 $a$ 的区间上连续
This tells us: if you accumulate a continuous function from a fixed starting point $a$ up to a variable endpoint $x$, then the rate at which that accumulation changes is just the original function evaluated at $x$.
这告诉我们:把一个连续函数从固定起点 $a$ 累积到一个可变的端点 $x$,那么这个累积量变化的速率恰好就是原函数在 $x$ 处的值。
Worked Example — FTC Part 1 with Chain Rule例题——FTC 第一部分配合链式法则
Find $F'(x)$ if $\displaystyle F(x) = \int_1^{x^2} \cos(t^3)\,dt$.
Upper limit $g(x) = x^2 \;\Longrightarrow\; g'(x) = 2x$. Integrand: $f(t) = \cos(t^3)$.
$$\begin{aligned} F'(x) &= f\bigl(g(x)\bigr)\cdot g'(x) \\[4pt] &= \cos\bigl((x^2)^3\bigr)\cdot 2x \\[4pt] &= 2x\cos(x^6) \end{aligned}$$若 $\displaystyle F(x) = \int_1^{x^2} \cos(t^3)\,dt$,求 $F'(x)$。
上限 $g(x) = x^2 \;\Longrightarrow\; g'(x) = 2x$。被积函数:$f(t) = \cos(t^3)$。
$$\begin{aligned} F'(x) &= f\bigl(g(x)\bigr)\cdot g'(x) \\[4pt] &= \cos\bigl((x^2)^3\bigr)\cdot 2x \\[4pt] &= 2x\cos(x^6) \end{aligned}$$Worked Example — FTC Part 1 with Chain Rule on the Lower Limit例题——FTC 第一部分作用在下限的链式法则
Find $H'(x)$ if $\displaystyle H(x) = \int_{x^2}^{3} \cos t\,dt$.
Step 1 — Reverse the bounds. Use the property $\int_a^b = -\int_b^a$ so the variable bound is on top:
$$ H(x) \;=\; -\int_{3}^{x^2} \cos t\,dt $$Step 2 — Apply FTC Part 1 with chain rule on the upper limit. Now $g(x)=x^2$, $g'(x)=2x$, integrand $f(t)=\cos t$:
$$\begin{aligned} H'(x) &= -\,f\!\bigl(g(x)\bigr)\cdot g'(x) \\[4pt] &= -\cos(x^2)\cdot 2x \\[4pt] &= -\,2x\cos(x^2) \end{aligned}$$Sanity check. The minus sign comes from reversing the bounds — not from anything in the integrand. If you skip Step 1 and apply the chain-rule formula directly to a lower-limit integral, you will get the wrong sign.
若 $\displaystyle H(x) = \int_{x^2}^{3} \cos t\,dt$,求 $H'(x)$。
第一步——交换上下限。用性质 $\int_a^b = -\int_b^a$,把变量限放到上方:
$$ H(x) \;=\; -\int_{3}^{x^2} \cos t\,dt $$第二步——对上限用 FTC 第一部分 + 链式法则。此时 $g(x)=x^2$,$g'(x)=2x$,被积函数 $f(t)=\cos t$:
$$\begin{aligned} H'(x) &= -\,f\!\bigl(g(x)\bigr)\cdot g'(x) \\[4pt] &= -\cos(x^2)\cdot 2x \\[4pt] &= -\,2x\cos(x^2) \end{aligned}$$核对一下。负号是因为交换上下限而出现的——不是被积函数带来的。如果跳过第一步,直接把链式公式套到下限变量的积分上,符号一定会算错。
Interpreting the Behavior of Accumulation Functions
解读累积函数的行为
If $g(x) = \int_a^x f(t)\,dt$, then the graph of $f$ tells you everything about the behavior of $g$. Since $g'(x) = f(x)$ by FTC Part 1, the graph of $f$ is literally the derivative graph of $g$ — so all the analysis techniques from Unit 5 apply directly.
若 $g(x) = \int_a^x f(t)\,dt$,则 $f$ 的图像就能告诉你 $g$ 的全部行为。因为由 FTC 第一部分 $g'(x) = f(x)$,$f$ 的图像其实就是 $g$ 的导数图——所以单元 5 的所有分析技巧都可以直接套用。
| If $f(t)$ is… | Then $g(x)$ is… | Because… |
|---|---|---|
| Positive | Increasing | $g' = f > 0$ → accumulation is growing |
| Negative | Decreasing | $g' = f < 0$ → accumulation is shrinking |
| Zero (sign change) | Relative extremum | $g' = 0$ and changes sign → first derivative test |
| Increasing | Concave up | $g'' = f' > 0$ |
| Decreasing | Concave down | $g'' = f' < 0$ |
| 若 $f(t)$ 为… | 则 $g(x)$ 为… | 原因… |
|---|---|---|
| 正 | 递增 | $g' = f > 0$ → 累积在增长 |
| 负 | 递减 | $g' = f < 0$ → 累积在减少 |
| 零(变号) | 相对极值 | $g' = 0$ 且变号 → 一阶导数判别法 |
| 递增 | 上凹 | $g'' = f' > 0$ |
| 递减 | 下凹 | $g'' = f' < 0$ |
accumulation function) $g$ 就是 $f$ 下方有符号面积的“累计总和”。$f$ 在 $x$ 轴上方时,$g$ 递增;$f$ 落到 $x$ 轴下方时,$g$ 递减。$f$ 的零点(变号点)对应 $g$ 的一个极值点。
Applying Properties of Definite Integrals
运用定积分的性质
| Property | Formula |
|---|---|
| Constant Multiple | $\displaystyle\int_a^b k\cdot f(x)\,dx = k\int_a^b f(x)\,dx$ |
| Sum / Difference | $\displaystyle\int_a^b [f(x) \pm g(x)]\,dx = \int_a^b f(x)\,dx \pm \int_a^b g(x)\,dx$ |
| Reversal of Limits | $\displaystyle\int_a^b f(x)\,dx = -\int_b^a f(x)\,dx$ |
| Adjacent Intervals | $\displaystyle\int_a^b f(x)\,dx + \int_b^c f(x)\,dx = \int_a^c f(x)\,dx$ |
| Same Limits | $\displaystyle\int_a^a f(x)\,dx = 0$ |
| 性质 | 公式 |
|---|---|
| 常数倍 | $\displaystyle\int_a^b k\cdot f(x)\,dx = k\int_a^b f(x)\,dx$ |
| 和/差 | $\displaystyle\int_a^b [f(x) \pm g(x)]\,dx = \int_a^b f(x)\,dx \pm \int_a^b g(x)\,dx$ |
| 上下限交换 | $\displaystyle\int_a^b f(x)\,dx = -\int_b^a f(x)\,dx$ |
| 相邻区间拼接 | $\displaystyle\int_a^b f(x)\,dx + \int_b^c f(x)\,dx = \int_a^c f(x)\,dx$ |
| 上下限相同 | $\displaystyle\int_a^a f(x)\,dx = 0$ |
Worked Example — Using Properties例题——运用积分性质
Given: $\displaystyle\int_1^4 f(x)\,dx = 7$ and $\displaystyle\int_1^4 g(x)\,dx = 3$.
Find $\displaystyle\int_1^4 [2f(x) - g(x)]\,dx$:
$$= 2\int_1^4 f(x)\,dx - \int_1^4 g(x)\,dx = 2(7) - 3 = 11$$Given additionally $\displaystyle\int_1^6 f(x)\,dx = 10$, find $\displaystyle\int_4^6 f(x)\,dx$:
$$\begin{aligned} \int_1^6 f(x)\,dx &= \int_1^4 f(x)\,dx + \int_4^6 f(x)\,dx \\[4pt] 10 &= 7 + \int_4^6 f(x)\,dx \\[4pt] \int_4^6 f(x)\,dx &= 3 \end{aligned}$$已知 $\displaystyle\int_1^4 f(x)\,dx = 7$,$\displaystyle\int_1^4 g(x)\,dx = 3$。
求 $\displaystyle\int_1^4 [2f(x) - g(x)]\,dx$:
$$= 2\int_1^4 f(x)\,dx - \int_1^4 g(x)\,dx = 2(7) - 3 = 11$$另已知 $\displaystyle\int_1^6 f(x)\,dx = 10$,求 $\displaystyle\int_4^6 f(x)\,dx$:
$$\begin{aligned} \int_1^6 f(x)\,dx &= \int_1^4 f(x)\,dx + \int_4^6 f(x)\,dx \\[4pt] 10 &= 7 + \int_4^6 f(x)\,dx \\[4pt] \int_4^6 f(x)\,dx &= 3 \end{aligned}$$The Fundamental Theorem of Calculus & Definite Integrals
微积分基本定理与定积分
where $F$ is any antiderivative of $f$ (i.e., $F'(x) = f(x)$)
其中 $F$ 是 $f$ 的任一原函数(antiderivative),即满足 $F'(x) = f(x)$
Worked Example — Evaluating a Definite Integral例题——求定积分
Evaluate $\displaystyle\int_1^3 (3x^2 + 2x)\,dx$.
Antiderivative: $F(x) = x^3 + x^2$.
$$\begin{aligned} F(3) - F(1) &= (27 + 9) - (1 + 1) \\[4pt] &= 36 - 2 = 34 \end{aligned}$$求 $\displaystyle\int_1^3 (3x^2 + 2x)\,dx$。
原函数:$F(x) = x^3 + x^2$。
$$\begin{aligned} F(3) - F(1) &= (27 + 9) - (1 + 1) \\[4pt] &= 36 - 2 = 34 \end{aligned}$$Finding Antiderivatives & Indefinite Integrals: Basic Rules
求原函数与不定积分:基本公式
indefinite integral)
$\displaystyle\int f(x)\,dx = F(x) + C$,其中 $F'(x) = f(x)$,$C$ 为任意常数。
不定积分必须写 $+C$。
| Function $f(x)$ | Antiderivative $F(x) + C$ |
|---|---|
| $x^n$ ($n \neq -1$) | $\dfrac{x^{n+1}}{n+1} + C$ |
| $\dfrac{1}{x}$ | $\ln|x| + C$ |
| $e^x$ | $e^x + C$ |
| $a^x$ | $\dfrac{a^x}{\ln a} + C$ |
| $\cos x$ | $\sin x + C$ |
| $\sin x$ | $-\cos x + C$ |
| $\sec^2 x$ | $\tan x + C$ |
| $\csc^2 x$ | $-\cot x + C$ |
| $\sec x \tan x$ | $\sec x + C$ |
| $\csc x \cot x$ | $-\csc x + C$ |
| $\dfrac{1}{\sqrt{1-x^2}}$ | $\arcsin x + C$ |
| $\dfrac{1}{1+x^2}$ | $\arctan x + C$ |
| 函数 $f(x)$ | 原函数 $F(x) + C$ |
|---|---|
| $x^n$ ($n \neq -1$) | $\dfrac{x^{n+1}}{n+1} + C$ |
| $\dfrac{1}{x}$ | $\ln|x| + C$ |
| $e^x$ | $e^x + C$ |
| $a^x$ | $\dfrac{a^x}{\ln a} + C$ |
| $\cos x$ | $\sin x + C$ |
| $\sin x$ | $-\cos x + C$ |
| $\sec^2 x$ | $\tan x + C$ |
| $\csc^2 x$ | $-\cot x + C$ |
| $\sec x \tan x$ | $\sec x + C$ |
| $\csc x \cot x$ | $-\csc x + C$ |
| $\dfrac{1}{\sqrt{1-x^2}}$ | $\arcsin x + C$ |
| $\dfrac{1}{1+x^2}$ | $\arctan x + C$ |
power rule)对 $\int \frac{1}{x}\,dx$ 不适用——答案是 $\ln|x| + C$,不是 $\frac{x^0}{0}$。
Integrating Using Substitution
用换元积分法
integrand)中同时出现某个函数和它的导数时,就用换元积分法(integration by substitution / u-substitution)——这是链式法则的逆运算。
Step-by-Step Process
分步流程
Step 1: Choose $u = g(x)$ (usually the "inside" function).
Step 2: Compute $du = g'(x)\,dx$.
Step 3: Rewrite the entire integral in terms of $u$ and $du$.
Step 4: Integrate with respect to $u$.
Step 5: Substitute back (replace $u$ with $g(x)$) — or, for definite integrals, change the limits to $u$-values.
第一步:选 $u = g(x)$(通常是“里层”的函数)。
第二步:算出 $du = g'(x)\,dx$。
第三步:把整个积分都改写成 $u$ 与 $du$。
第四步:对 $u$ 积分。
第五步:把 $u$ 换回 $g(x)$——或者,对定积分,直接把积分上下限换成 $u$ 值。
Worked Example — Indefinite Integral例题——不定积分
Evaluate $\displaystyle\int 2x\cos(x^2)\,dx$.
Let $u = x^2 \;\Longrightarrow\; du = 2x\,dx$ (already present).
$$\begin{aligned} \int 2x\cos(x^2)\,dx &= \int \cos(u)\,du \\[4pt] &= \sin(u) + C \\[4pt] &= \sin(x^2) + C \end{aligned}$$求 $\displaystyle\int 2x\cos(x^2)\,dx$。
令 $u = x^2 \;\Longrightarrow\; du = 2x\,dx$(被积函数里已经有了)。
$$\begin{aligned} \int 2x\cos(x^2)\,dx &= \int \cos(u)\,du \\[4pt] &= \sin(u) + C \\[4pt] &= \sin(x^2) + C \end{aligned}$$Worked Example — Definite Integral (Change Limits)例题——定积分(换上下限)
Evaluate $\displaystyle\int_0^2 x\,e^{x^2}\,dx$.
Let $u = x^2 \;\Longrightarrow\; du = 2x\,dx \;\Longrightarrow\; x\,dx = \frac{du}{2}$. Change limits: $x=0 \to u=0$; $x=2 \to u=4$.
$$\begin{aligned} \int_0^2 x\,e^{x^2}\,dx &= \frac{1}{2}\int_0^4 e^u\,du \\[4pt] &= \frac{1}{2}\bigl[e^u\bigr]_0^4 \\[4pt] &= \frac{1}{2}(e^4 - 1) \end{aligned}$$求 $\displaystyle\int_0^2 x\,e^{x^2}\,dx$。
令 $u = x^2 \;\Longrightarrow\; du = 2x\,dx \;\Longrightarrow\; x\,dx = \frac{du}{2}$。换上下限:$x=0 \to u=0$;$x=2 \to u=4$。
$$\begin{aligned} \int_0^2 x\,e^{x^2}\,dx &= \frac{1}{2}\int_0^4 e^u\,du \\[4pt] &= \frac{1}{2}\bigl[e^u\bigr]_0^4 \\[4pt] &= \frac{1}{2}(e^4 - 1) \end{aligned}$$Integrating Using Long Division & Completing the Square
用多项式长除法与配方法积分
Some rational integrands need algebraic manipulation before you can integrate.
有些有理函数被积式需要先做代数变形才能积分。
Long Division
多项式长除法
long division)。先做除法,再对得到的多项式部分 + 余式分式分别积分。
Worked Example — Long Division例题——多项式长除法
Evaluate $\displaystyle\int \frac{x^2 + 3}{x - 1}\,dx$.
Long division: $x^2 + 3 = (x-1)(x+1) + 4$, so:
$$\frac{x^2+3}{x-1} = x + 1 + \frac{4}{x-1}$$ $$\begin{aligned} \int \frac{x^2+3}{x-1}\,dx &= \int\!\left(x + 1 + \frac{4}{x-1}\right)dx \\[4pt] &= \frac{x^2}{2} + x + 4\ln|x-1| + C \end{aligned}$$求 $\displaystyle\int \frac{x^2 + 3}{x - 1}\,dx$。
长除法:$x^2 + 3 = (x-1)(x+1) + 4$,所以:
$$\frac{x^2+3}{x-1} = x + 1 + \frac{4}{x-1}$$ $$\begin{aligned} \int \frac{x^2+3}{x-1}\,dx &= \int\!\left(x + 1 + \frac{4}{x-1}\right)dx \\[4pt] &= \frac{x^2}{2} + x + 4\ln|x-1| + C \end{aligned}$$Completing the Square
配方法
Worked Example — Completing the Square例题——配方法
Evaluate $\displaystyle\int \frac{1}{x^2 + 4x + 13}\,dx$.
Complete the square: $x^2 + 4x + 13 = (x+2)^2 + 9$.
This matches $\displaystyle\int \frac{du}{u^2+a^2} = \frac{1}{a}\arctan\!\left(\frac{u}{a}\right)+C$ with $u = x+2$, $a = 3$:
$$= \frac{1}{3}\arctan\!\left(\frac{x+2}{3}\right) + C$$求 $\displaystyle\int \frac{1}{x^2 + 4x + 13}\,dx$。
配方:$x^2 + 4x + 13 = (x+2)^2 + 9$。
对应公式 $\displaystyle\int \frac{du}{u^2+a^2} = \frac{1}{a}\arctan\!\left(\frac{u}{a}\right)+C$,取 $u = x+2$,$a = 3$:
$$= \frac{1}{3}\arctan\!\left(\frac{x+2}{3}\right) + C$$Integrating Using Integration by Parts
用分部积分法
integration by parts)Worked Example — Integration by Parts例题——分部积分法
Evaluate $\displaystyle\int x\,e^x\,dx$.
Choose by LIATE: $u = x,\; dv = e^x\,dx \;\Longrightarrow\; du = dx,\; v = e^x$.
$$\begin{aligned} \int x\,e^x\,dx &= x\,e^x - \int e^x\,dx \\[4pt] &= x\,e^x - e^x + C \\[4pt] &= e^x(x - 1) + C \end{aligned}$$求 $\displaystyle\int x\,e^x\,dx$。
按 LIATE 选:$u = x,\; dv = e^x\,dx \;\Longrightarrow\; du = dx,\; v = e^x$。
$$\begin{aligned} \int x\,e^x\,dx &= x\,e^x - \int e^x\,dx \\[4pt] &= x\,e^x - e^x + C \\[4pt] &= e^x(x - 1) + C \end{aligned}$$Integrating Using Linear Partial Fractions
用一次因式的部分分式积分
partial fractions)。
Worked Example — Long Division First, Then Decompose例题——先做长除法,再分解
Evaluate $\displaystyle\int \frac{x^2 + 1}{x - 2}\,dx$. Note $\deg(\text{num}) = 2 \ge 1 = \deg(\text{denom})$ — improper. Long-divide first.
Step 1 — Polynomial long division of $x^2 + 1$ by $x - 2$.
- $x^2 \div x = x$. Multiply: $x(x-2) = x^2 - 2x$. Subtract: $(x^2 + 1) - (x^2 - 2x) = 2x + 1$.
- $2x \div x = 2$. Multiply: $2(x-2) = 2x - 4$. Subtract: $(2x + 1) - (2x - 4) = 5$.
So
$$\frac{x^2 + 1}{x - 2} \;=\; x + 2 + \frac{5}{x - 2}.$$The remainder $\dfrac{5}{x - 2}$ is now proper (numerator degree $0 < 1$).
Step 2 — Integrate term by term. The remainder is already a single linear factor — no further partial-fraction decomposition needed:
$$\begin{aligned} \int \frac{x^2 + 1}{x - 2}\,dx &= \int \!\bigl(x + 2 + \tfrac{5}{x - 2}\bigr)\,dx \\[4pt] &= \frac{x^2}{2} + 2x + 5\ln|x - 2| + C. \end{aligned}$$求 $\displaystyle\int \frac{x^2 + 1}{x - 2}\,dx$。注意分子次数为 $2$,不小于分母次数 $1$——假分式。先做长除法。
第一步——用 $x^2 + 1$ 除以 $x - 2$ 做多项式长除法。
- $x^2 \div x = x$。 乘回:$x(x-2) = x^2 - 2x$。 相减:$(x^2 + 1) - (x^2 - 2x) = 2x + 1$。
- $2x \div x = 2$。 乘回:$2(x-2) = 2x - 4$。 相减:$(2x + 1) - (2x - 4) = 5$。
因此
$$\frac{x^2 + 1}{x - 2} \;=\; x + 2 + \frac{5}{x - 2}.$$余项 $\dfrac{5}{x - 2}$ 现在是真分式(分子次数 $0 < 1$)。
第二步——逐项积分。余项已经是单个一次因式,不再需要部分分式分解:
$$\begin{aligned} \int \frac{x^2 + 1}{x - 2}\,dx &= \int \!\bigl(x + 2 + \tfrac{5}{x - 2}\bigr)\,dx \\[4pt] &= \frac{x^2}{2} + 2x + 5\ln|x - 2| + C. \end{aligned}$$Partial-fraction decomposition assumes the rational expression behaves like a sum of $\dfrac{A}{x-a}$ pieces (each of which has lower-degree numerator). If you skip the long division, you're trying to decompose a function that has a polynomial growth term — and the system $A = \cdots$ won't have a consistent solution.
部分分式分解的前提是这个有理式可以写成若干 $\dfrac{A}{x-a}$ 之和(每一项的分子次数都更低)。若跳过长除法,你实际上是在试图分解一个还带有多项式增长项的函数——求 $A = \cdots$ 的方程组就不会有相容解。
Worked Example — Partial Fractions例题——部分分式
Evaluate $\displaystyle\int \frac{5}{x^2 - x - 6}\,dx$.
Factor: $x^2 - x - 6 = (x-3)(x+2)$. Set up partial fractions:
$$\frac{5}{(x-3)(x+2)} = \frac{A}{x-3} + \frac{B}{x+2}$$Multiply through: $5 = A(x+2) + B(x-3)$.
$$x=3:\; 5 = 5A \;\Longrightarrow\; A = 1 \qquad x=-2:\; 5 = -5B \;\Longrightarrow\; B = -1$$ $$\begin{aligned} \int \frac{5}{x^2-x-6}\,dx &= \int\!\left(\frac{1}{x-3} - \frac{1}{x+2}\right)dx \\[4pt] &= \ln|x-3| - \ln|x+2| + C \end{aligned}$$求 $\displaystyle\int \frac{5}{x^2 - x - 6}\,dx$。
分解:$x^2 - x - 6 = (x-3)(x+2)$。设部分分式:
$$\frac{5}{(x-3)(x+2)} = \frac{A}{x-3} + \frac{B}{x+2}$$两边乘上分母:$5 = A(x+2) + B(x-3)$。
$$x=3:\; 5 = 5A \;\Longrightarrow\; A = 1 \qquad x=-2:\; 5 = -5B \;\Longrightarrow\; B = -1$$ $$\begin{aligned} \int \frac{5}{x^2-x-6}\,dx &= \int\!\left(\frac{1}{x-3} - \frac{1}{x+2}\right)dx \\[4pt] &= \ln|x-3| - \ln|x+2| + C \end{aligned}$$Evaluating Improper Integrals
计算反常积分
Case 1 — Infinite Limits of Integration
情形 1 —— 积分上下限为无穷
improper integral)—— 无穷上限If the limit exists and is finite, the integral converges. If the limit is infinite or does not exist, the integral diverges.
如果该极限存在且有限,则积分收敛(converges)。如果该极限为无穷或不存在,则积分发散(diverges)。
Worked Example — Convergent Improper Integral例题——收敛的反常积分
Evaluate $\displaystyle\int_1^{\infty} \frac{1}{x^2}\,dx$.
$$\begin{aligned} &= \lim_{b \to \infty} \int_1^b x^{-2}\,dx \\[4pt] &= \lim_{b \to \infty} \bigl[-x^{-1}\bigr]_1^b \\[4pt] &= \lim_{b \to \infty} \left(-\frac{1}{b} + 1\right) \\[4pt] &= 0 + 1 = 1 \end{aligned}$$The integral converges to $1$.
求 $\displaystyle\int_1^{\infty} \frac{1}{x^2}\,dx$。
$$\begin{aligned} &= \lim_{b \to \infty} \int_1^b x^{-2}\,dx \\[4pt] &= \lim_{b \to \infty} \bigl[-x^{-1}\bigr]_1^b \\[4pt] &= \lim_{b \to \infty} \left(-\frac{1}{b} + 1\right) \\[4pt] &= 0 + 1 = 1 \end{aligned}$$该积分收敛于 $1$。
Worked Example — Divergent Improper Integral例题——发散的反常积分
Evaluate $\displaystyle\int_1^{\infty} \frac{1}{x}\,dx$.
$$\begin{aligned} &= \lim_{b \to \infty} \int_1^b \frac{1}{x}\,dx \\[4pt] &= \lim_{b \to \infty} \bigl[\ln|x|\bigr]_1^b \\[4pt] &= \lim_{b \to \infty} (\ln b - \ln 1) \\[4pt] &= \lim_{b \to \infty} \ln b = \infty \end{aligned}$$The integral diverges.
求 $\displaystyle\int_1^{\infty} \frac{1}{x}\,dx$。
$$\begin{aligned} &= \lim_{b \to \infty} \int_1^b \frac{1}{x}\,dx \\[4pt] &= \lim_{b \to \infty} \bigl[\ln|x|\bigr]_1^b \\[4pt] &= \lim_{b \to \infty} (\ln b - \ln 1) \\[4pt] &= \lim_{b \to \infty} \ln b = \infty \end{aligned}$$该积分发散。
Case 2 — Discontinuity Inside the Interval
情形 2 —— 区间内部存在间断点
If the integrand has a vertical asymptote at an interior point $c$ with $a \lt c \lt b$, the integral is improper at $c$ and you must split it at the discontinuity before evaluating. Each piece becomes a one-sided limit.
若被积函数在内部某点 $c$(满足 $a \lt c \lt b$)有垂直渐近线,则该积分在 $c$ 处是反常的,计算前必须在该间断点处拆开。每一段都写成一个单侧极限。
The full integral converges only if both one-sided pieces converge. If either piece diverges, the whole integral diverges.
只有两段单侧极限都收敛,整体积分才收敛。任一段发散,整体就发散。
Worked Example — Splitting at an Interior Discontinuity ($\displaystyle\int_0^{2}\frac{1}{(x-1)^{1/3}}\,dx$)例题——在内部间断点处拆分($\displaystyle\int_0^{2}\frac{1}{(x-1)^{1/3}}\,dx$)
Step 1 — Locate the discontinuity. The integrand $(x-1)^{-1/3}$ blows up as $x \to 1$. Since $0 \lt 1 \lt 2$, this is an interior singularity — split at $x=1$:
$$ \int_0^{2}(x-1)^{-1/3}\,dx \;=\; \underbrace{\lim_{t\to 1^{-}}\int_0^{t}(x-1)^{-1/3}\,dx}_{\text{Piece A}} \;+\; \underbrace{\lim_{s\to 1^{+}}\int_{s}^{2}(x-1)^{-1/3}\,dx}_{\text{Piece B}} $$Step 2 — Antiderivative. Using $u = x-1$, $du = dx$:
$$ \int (x-1)^{-1/3}\,dx \;=\; \tfrac{3}{2}\,(x-1)^{2/3} + C $$Step 3 — Evaluate Piece A.
$$\begin{aligned} \lim_{t\to 1^{-}} \tfrac{3}{2}(x-1)^{2/3}\Big|_0^{t} &= \lim_{t\to 1^{-}}\!\left[\tfrac{3}{2}(t-1)^{2/3} - \tfrac{3}{2}(-1)^{2/3}\right] \\[4pt] &= 0 - \tfrac{3}{2}(1) \;=\; -\tfrac{3}{2} \end{aligned}$$(Note: $(-1)^{2/3} = \bigl((-1)^2\bigr)^{1/3} = 1$, and $(t-1)^{2/3} \to 0$ since $2/3 \gt 0$.)
Step 4 — Evaluate Piece B.
$$\begin{aligned} \lim_{s\to 1^{+}} \tfrac{3}{2}(x-1)^{2/3}\Big|_s^{2} &= \lim_{s\to 1^{+}}\!\left[\tfrac{3}{2}(1)^{2/3} - \tfrac{3}{2}(s-1)^{2/3}\right] \\[4pt] &= \tfrac{3}{2} - 0 \;=\; \tfrac{3}{2} \end{aligned}$$Step 5 — Add the pieces. Both are finite, so the original integral converges:
$$ \int_0^{2}(x-1)^{-1/3}\,dx \;=\; -\tfrac{3}{2} + \tfrac{3}{2} \;=\; 0 $$Sanity check. The integrand is an odd function about $x=1$, so by symmetry the signed area on $[0,1]$ exactly cancels the signed area on $[1,2]$. The answer of $0$ matches that intuition.
第一步——找到间断点。被积函数 $(x-1)^{-1/3}$ 在 $x \to 1$ 时趋向无穷。由于 $0 \lt 1 \lt 2$,这是内部奇点——在 $x=1$ 处拆开:
$$ \int_0^{2}(x-1)^{-1/3}\,dx \;=\; \underbrace{\lim_{t\to 1^{-}}\int_0^{t}(x-1)^{-1/3}\,dx}_{\text{A}} \;+\; \underbrace{\lim_{s\to 1^{+}}\int_{s}^{2}(x-1)^{-1/3}\,dx}_{\text{B}} $$第二步——求原函数。令 $u = x-1$,$du = dx$:
$$ \int (x-1)^{-1/3}\,dx \;=\; \tfrac{3}{2}\,(x-1)^{2/3} + C $$第三步——算 A 段。
$$\begin{aligned} \lim_{t\to 1^{-}} \tfrac{3}{2}(x-1)^{2/3}\Big|_0^{t} &= \lim_{t\to 1^{-}}\!\left[\tfrac{3}{2}(t-1)^{2/3} - \tfrac{3}{2}(-1)^{2/3}\right] \\[4pt] &= 0 - \tfrac{3}{2}(1) \;=\; -\tfrac{3}{2} \end{aligned}$$(注意:$(-1)^{2/3} = \bigl((-1)^2\bigr)^{1/3} = 1$;因 $2/3 \gt 0$,$(t-1)^{2/3} \to 0$。)
第四步——算 B 段。
$$\begin{aligned} \lim_{s\to 1^{+}} \tfrac{3}{2}(x-1)^{2/3}\Big|_s^{2} &= \lim_{s\to 1^{+}}\!\left[\tfrac{3}{2}(1)^{2/3} - \tfrac{3}{2}(s-1)^{2/3}\right] \\[4pt] &= \tfrac{3}{2} - 0 \;=\; \tfrac{3}{2} \end{aligned}$$第五步——把两段加起来。两段都是有限值,故原积分收敛:
$$ \int_0^{2}(x-1)^{-1/3}\,dx \;=\; -\tfrac{3}{2} + \tfrac{3}{2} \;=\; 0 $$核对一下。被积函数关于 $x=1$ 是奇函数,由对称性,$[0,1]$ 上的有符号面积正好抵消 $[1,2]$ 上的有符号面积。答案 $0$ 与直觉吻合。
Selecting Techniques for Antidifferentiation
选择求原函数的方法
On the AP exam, you must quickly identify which technique to use. Here's a decision flowchart:
AP 考试中,你必须迅速判断该用哪种方法。下面是决策流程:
1. Basic rule? Check if the integrand matches a known antiderivative directly.
2. Algebraic simplification? Can you expand, factor, simplify, or split a fraction first?
3. U-substitution? Do you see a composite function with its derivative present (or nearly present)?
4. Long division? Is the numerator's degree ≥ the denominator's degree?
5. Completing the square? Irreducible quadratic in the denominator → $\arctan$ or $\arcsin$?
6. Integration by parts? BC Product of two different "types" (e.g., polynomial × exponential)?
7. Partial fractions? BC Proper fraction with factorable denominator?
1. 基本公式?看看被积函数是不是直接匹配一个已知原函数。
2. 代数化简?能不能先展开、因式分解、化简或拆分分式?
3. u 代换?是否看到一个复合函数,并且它的导数也(差不多)出现在被积式里?
4. 多项式长除法?分子次数是否 ≥ 分母次数?
5. 配方法?分母是不可分解的二次式 → $\arctan$ 或 $\arcsin$ 形式?
6. 分部积分? BC 两种不同“类型”的乘积(例如多项式 × 指数)?
7. 部分分式? BC 分母可因式分解的真分式?
How Unit 6 Appears on the AP Exam
单元 6 在 AP 考试中的考法
Evaluate a definite or indefinite integral using FTC, u-sub, or basic rules.
Find $F'(x)$ where $F(x)$ is defined by an integral with variable limits (FTC Part 1 + chain rule).
Approximate a definite integral using a Riemann sum or trapezoidal sum from a table.
Interpret accumulated change in a real-world context (rate × time = total).
Translate between a limit of a Riemann sum and a definite integral.
计算一个定积分或不定积分,用 FTC、u 代换或基本公式。
求 $F'(x)$,其中 $F(x)$ 是带变上下限的积分定义(FTC 第一部分 + 链式法则)。
近似计算定积分:由给定的数据表用黎曼和或梯形和近似。
解释真实情境中的累积变化(变化率 × 时间 = 总量)。
转换:在黎曼和的极限与定积分之间互相改写。
Accumulation in context: Given a rate function, interpret or compute total change over an interval.
Table problems: Approximate an integral using a Riemann or trapezoidal sum from given data, then determine if it's an over- or underestimate.
Graph of $f$: Given a graph of $f$, analyze the accumulation function $g(x) = \int_a^x f(t)\,dt$ — find where $g$ has extrema, inflection points, is increasing/decreasing.
情境中的累积:给出一个变化率函数,要求解释或计算某区间上的总变化(net change)。
表格题:用给定数据通过黎曼和或梯形和近似积分,然后判断它是高估还是低估。
$f$ 的图像题:给出 $f$ 的图像,分析累积函数 $g(x) = \int_a^x f(t)\,dt$——找 $g$ 的极值点、拐点(inflection point)、递增/递减区间。
Flashcards — Click to Flip
闪卡——点击翻转
$\frac{d}{dx}\int_a^x f(t)\,dt = \;?$FTC 第一部分:
$\frac{d}{dx}\int_a^x f(t)\,dt = \;?$
$$ f(x) $$
$\frac{d}{dx}\int_a^{g(x)} f(t)\,dt = \;?$FTC 第一部分 + 链式法则:
$\frac{d}{dx}\int_a^{g(x)} f(t)\,dt = \;?$
$$ f(g(x)) \cdot g'(x) $$
$\int_a^b f(x)\,dx = \;?$FTC 第二部分:
$\int_a^b f(x)\,dx = \;?$
$$ F(b) - F(a) $$
($n \neq -1$)
$$ \frac{x^{n+1}}{n+1} + C $$
$$ \ln|x| + C $$
$$f'' > 0 \;\Rightarrow\; T_n > \int_a^b f\,dx$$
BC Only分部积分公式?
仅 BC
$$ \int u\,dv = uv - \int v\,du $$
BC Only$\int_1^{\infty} \frac{1}{x^p}\,dx$ 何时收敛?
仅 BC
$$\text{converges} \iff p > 1$$
Unit 6 — Practice Quiz
单元 6——练习小测
Readiness Checklist
备考清单
Click each item you've mastered. Aim for 100% before exam day.
已掌握的逐条点勾。考前目标 100%。
- Interpret a definite integral as an accumulation of change把定积分解读为变化的累积
- Compute left, right, midpoint, and trapezoid Riemann sums计算左、右、中点、梯形黎曼和
- Express a Riemann sum in sigma notation and as an integral用求和记号和积分形式表示黎曼和
- State and apply the Fundamental Theorem of Calculus (Part 1)陈述并运用微积分基本定理(第一部分)
- Evaluate definite integrals using the FTC (Part 2)用 FTC(第二部分)求定积分
- Differentiate accumulation functions $F(x) = \int_a^{g(x)} f(t)\,dt$对累积函数 $F(x) = \int_a^{g(x)} f(t)\,dt$ 求导
- Apply linearity and splitting properties of definite integrals运用定积分的线性与区间拼接性质
- Compute antiderivatives of basic power, exponential, and trig functions求基本幂、指数、三角函数的原函数
- Apply u-substitution for definite and indefinite integrals对定积分与不定积分使用 u 代换
- Integrate rational functions using long division or completing the square用长除法或配方法对有理函数积分
- Apply integration by parts (BC)使用分部积分法(BC)
- Decompose into partial fractions and integrate (BC)做部分分式分解并积分(BC)
- Evaluate improper integrals with a limit definition (BC)用极限定义计算反常积分(BC)
- Determine convergence vs. divergence of an improper integral判断反常积分收敛或发散
- Select the appropriate technique for a given integral为给定积分选用合适的方法
- Use proper integral notation including limits of integration and $dx$使用规范的积分记号,含上下限和 $dx$
AP-Style Practice Problems
AP 风格练习题
Exam-level practice for this unit — multiple-choice plus extended-response items modeled on the AP rubric. Built for top-score prep; go here after you've worked through the notes and the in-page quizzes above.
本单元的考试级练习——按 AP 评分标准设计的选择题 + 解答题。冲刺顶分使用;先完成笔记和上方小测后再来。
AP Calculus AB & BC — Unit 6 Notes
AP 微积分 AB & BC——单元 6 笔记