📚 AP Calculus: Core Formulas and Typical Applications | AP微积分:核心公式梳理与典型应用
This article organizes the essential formulas and classic applications for AP Calculus (AB & BC). It focuses on the concepts and equations that appear most frequently on the exam, with paired examples to help you understand when and how to use them.
本文系统梳理 AP 微积分(AB 与 BC)的核心公式与典型应用,紧扣考试中最常出现的考点,并通过配对的示例帮助你理解何时以及如何使用这些公式。
1. Limits and Continuity | 极限与连续性
The concept of a limit is the foundation of calculus. We write $limx → a f(x) = L$ to mean that $f(x)$ approaches $L$ as $x$ approaches $a$. The limit exists only if the left-hand and right-hand limits are equal.
极限是微积分的基础。我们记 $limx → a f(x) = L$,表示当 $x$ 趋近于 $a$ 时,$f(x)$ 趋近于 $L$。只有当左极限与右极限相等时,极限才存在。
limₓ→ₐ f(x) = L ⇔ limₓ→ₐ⁻ f(x) = limₓ→ₐ⁺ f(x) = L
For piecewise functions, always check both one-sided limits. A function is continuous at $x=a$ if $f(a)$ is defined, the limit exists, and they are equal.
对于分段函数,务必检查两侧的单侧极限。函数在 $x=a$ 处连续的条件是:$f(a)$ 有定义、极限存在且两者相等。
Typical limit techniques include direct substitution, factoring, rationalizing, and the squeeze theorem.
常见的求极限技巧包括直接代入、因式分解、有理化以及夹逼定理。
- Direct substitution: if $f$ is continuous at $a$, then $limx→ a f(x)=f(a)$.
- Factoring: use when substitution gives $0/0$.
- Squeeze theorem: if $g(x) ≤ f(x) ≤ h(x)$ and $lim g = lim h = L$, then $lim f = L$.
- 直接代入:若 $f$ 在 $a$ 处连续,则 $limx→ a f(x)=f(a)$。
- 因式分解:当代入后得到 $0/0$ 时使用。
- 夹逼定理:若 $g(x) ≤ f(x) ≤ h(x)$ 且 $lim g = lim h = L$,则 $lim f = L$。
Example: $limx → 2 x2-4⁄x-2 = limx → 2 (x+2) = 4$.
示例:$limx → 2 x2-4⁄x-2 = limx → 2 (x+2) = 4$。
2. Derivatives: Definition and Basic Rules | 导数定义与基本法则
The derivative measures the instantaneous rate of change, defined as a limit of the difference quotient. It is also the slope of the tangent line to the curve at a point.
导数度量瞬时变化率,其定义是差商的极限。它也是曲线在某一点处切线的斜率。
f ′(x) = limₕ→₀ [f(x+h) − f(x)] / h
Essential differentiation rules:
基本求导法则如下:
| Power rule: d/dx (xⁿ) = n xⁿ⁻¹ | 幂法则:d/dx (xⁿ) = n xⁿ⁻¹ |
| Product rule: (uv)′ = u′v + uv′ | 乘积法则:(uv)′ = u′v + uv′ |
| Quotient rule: (u/v)′ = (u′v − uv′)/v² | 商法则:(u/v)′ = (u′v − uv′)/v² |
| Trigonometric derivatives: d/dx sin x = cos x, d/dx cos x = −sin x | 三角函数导数:d/dx sin x = cos x,d/dx cos x = −sin x |
Example: Differentiate $f(x) = x3 sin x$. Using the product rule, $f'(x) = 3x2 sin x + x3 cos x$.
示例:求 $f(x) = x3 sin x$ 的导数。利用乘积法则,$f'(x) = 3x2 sin x + x3 cos x$。
3. Chain Rule and Implicit Differentiation | 链式法则与隐函数求导
The chain rule is used when differentiating composite functions. If $y = f(g(x))$, then $dy/dx = f'(g(x)) · g'(x)$. In Leibniz notation, $dy/dx = dy/du · du/dx$.
链式法则用于复合函数求导。若 $y = f(g(x))$,则 $dy/dx = f'(g(x)) · g'(x)$。用莱布尼茨记号表示为 $dy/dx = dy/du · du/dx$。
d/dx f(g(x)) = f ′(g(x)) · g ′(x)
Implicit differentiation is applied when $y$ is not explicitly defined in terms of $x$. Differentiate both sides with respect to $x$, then solve for $dy/dx$.
当 $y$ 未显式表示为 $x$ 的函数时,使用隐函数求导。对方程两边关于 $x$ 求导,然后解出 $dy/dx$。
Example: For $x2 + y2 = 25$, differentiating gives $2x + 2y · dy/dx = 0$, so $dy/dx = -x/y$.
示例:对 $x2 + y2 = 25$ 求导得 $2x + 2y · dy/dx = 0$,故 $dy/dx = -x/y$。
4. Applications of Derivatives | 导数的应用
Derivatives are used to analyze the behavior of functions: finding extrema, intervals of increase/decrease, concavity, and inflection points. They also model rates of change in related rates and optimization problems.
导数用于分析函数行为:寻找极值、增减区间、凹凸性及拐点。它还在相关变化率和优化问题中刻画变化率模型。
- Critical points: $f'(x)=0$ or does not exist.
- First derivative test: sign of $f'$ indicates increase (positive) or decrease (negative).
- Second derivative test: $f''>0$ means local minimum; $f''<0$ means local maximum.
- Inflection point: $f''$ changes sign.
- 临界点:$f'(x)=0$ 或不存在。
- 一阶导数判别法:$f'$ 的符号表示函数递增(正)或递减(负)。
- 二阶导数判别法:$f''>0$ 为局部极小值;$f''<0$ 为局部极大值。
- 拐点:$f''$ 改变符号。
Related rates: identify all rates, write an equation linking variables, differentiate with respect to time $t$, and substitute known values.
相关变化率:确定所有变化率,写出变量间的关系式,关于时间 $t$ 求导,再代入已知量。
Optimization: set up the objective function, find critical points on the relevant interval, and compare endpoints when necessary.
优化问题:建立目标函数,在相关区间内找临界点,必要时比较端点值。
5. Integrals: Antiderivatives and Fundamental Theorem | 积分:原函数与微积分基本定理
Integration is the inverse operation of differentiation. The set of all antiderivatives of $f$ is written as $∫ f(x)dx = F(x) + C$, where $C$ is the constant of integration.
积分是微分的逆运算。函数 $f$ 的所有原函数记作 $∫ f(x)dx = F(x) + C$,其中 $C$ 为积分常数。
The Fundamental Theorem of Calculus connects differentiation and integration. If $F$ is an antiderivative of $f$, then:
微积分基本定理将微分与积分联系起来。若 $F$ 是 $f$ 的原函数,则:
∫ₐᵇ f(x) dx = F(b) − F(a)
Also, the accumulation function $A(x) = \int_ax f(t)\,dt$ has derivative $A'(x) = f(x)$.
同时,累积函数 $A(x) = \int_ax f(t)\,dt$ 的导数为 $A'(x) = f(x)$。
Common antiderivatives include:
常见原函数包括:
| ∫ xⁿ dx = xⁿ⁺¹/(n+1) + C (n ≠ −1) | ∫ xⁿ dx = xⁿ⁺¹/(n+1) + C(n ≠ −1) |
| ∫ 1/x dx = ln|x| + C | ∫ 1/x dx = ln|x| + C |
| ∫ eˣ dx = eˣ + C | ∫ eˣ dx = eˣ + C |
| ∫ sin x dx = −cos x + C, ∫ cos x dx = sin x + C | ∫ sin x dx = −cos x + C,∫ cos x dx = sin x + C |
Example: $∫_01 x2 dx = [ x3/3 ]01 = 1/3$.
示例:$∫_01 x2 dx = [ x3/3 ]01 = 1/3$。
6. Integration Techniques | 积分技巧
AP Calculus BC requires more advanced techniques, while AB mainly uses basic antiderivatives and u-substitution. The most important methods are:
AP Calculus BC 要求更高级的技巧,而 AB 主要使用基本原函数和换元法。最重要的方法有:
- u-substitution: Let $u = g(x)$, $du = g'(x)dx$, then $∫ f(g(x))g'(x)dx = ∫ f(u)du$.
- Integration by parts: $∫ udv = uv - ∫ vdu$.
- Partial fractions: decompose rational functions into simpler fractions.
- 换元法:令 $u = g(x)$,$du = g'(x)dx$,则 $∫ f(g(x))g'(x)dx = ∫ f(u)du$。
- 分部积分法:$∫ udv = uv - ∫ vdu$。
- 部分分式法:将有理函数分解为更简单的分式。
Example (u-substitution): Evaluate $∫ 2x cos(x2) dx$. Let $u = x2$, $du = 2x dx$, so the integral becomes $∫ cos u du = sin u + C = sin(x2) + C$.
示例(换元法):求 $∫ 2x cos(x2) dx$。令 $u = x2$,$du = 2x dx$,则积分化为 $∫ cos u du = sin u + C = sin(x2) + C$。
Example (integration by parts): Evaluate $∫ x ex dx$. Choose $u=x$, $dv=ex dx$, then $du=dx$, $v=ex$, giving $x ex - ex + C$.
示例(分部积分法):求 $∫ x ex dx$。取 $u=x$,$dv=ex dx$,则 $du=dx$,$v=ex$,结果为 $x ex - ex + C$。
7. Applications of Integrals | 积分的应用
to compute areas, volumes, average values, and accumulated change. The area between curves $y=f(x)$ and $y=g(x)$ on $[a,b]$ is $∫_ab [f(x) - g(x)]dx$ when $f ≥ g$.
定积分用于计算面积、体积、平均值和累积变化。曲线 $y=f(x)$ 与 $y=g(x)$ 在 $[a,b]$ 之间的面积为 $∫_ab [f(x) - g(x)]dx$(当 $f ≥ g$ 时)。
Volume of solids of revolution can be found using the disk method or the washer method:
旋转体的体积可以通过圆盘法或垫片法计算:
Disk: V = π ∫ₐᵇ [R(x)]² dx
Washer: V = π ∫ₐᵇ ([R(x)]² − [r(x)]²) dx
The average value of $f$ on $[a,b]$ is $1b-a∫_ab f(x)dx$.
函数 $f$ 在 $[a,b]$ 上的平均值为 $1b-a∫_ab f(x)dx$。
In AP BC, arc length is also tested: $L = ∫_ab √1 + [f'(x)]2dx$.
在 AP BC 中还会考查弧长:$L = ∫_ab √1 + [f'(x)]2dx$。
Example: Find the area bounded by $y = x2$ and $y = x$ on $[0,1]$. The area is $∫_01 (x - x2) dx = [ x2/2 - x3/3 ]01 = 1/2 - 1/3 = 1/6$.
示例:求 $y = x2$ 与 $y = x$ 在 $[0,1]$ 上围成的面积。面积为 $∫_01 (x - x2) dx = [ x2/2 - x3/3 ]01 = 1/2 - 1/3 = 1/6$。
8. Differential Equations | 微分方程
e differential equations and modeling growth/decay. A separable equation can be written as $dy/dx = g(x)h(y)$, then integrated after separating variables.
AP 微积分包括求解可分离变量的微分方程以及增长/衰减模型。可分离方程可写成 $dy/dx = g(x)h(y)$,分离变量后两边积分。
∫ [1/h(y)] dy = ∫ g(x) dx
The solution curve can be found explicitly or implicitly, and initial conditions determine the constant $C$.
解曲线可以显式或隐式地找到,初始条件决定常数 $C$。
Exponential growth/decay model: $dy/dt = ky$, whose solution is $y = C ekt$.
指数增长/衰减模型:$dy/dt = ky$,其解为 $y = C ekt$。
Example: Solve $dy/dx = 2xy$ with $y(0)=3$. Separating gives $dy/y = 2x dx$, so $ln|y| = x2 + C$, hence $y = 3 ex2$.
示例:解 $dy/dx = 2xy$,且 $y(0)=3$。分离变量得 $dy/y = 2x dx$,故 $ln|y| = x2 + C$,因此 $y = 3 ex2$。
Slope fields are used to visualize differential equations. At each point $(x,y)$, draw a short segment with slope $f(x,y)$.
斜率场用于可视化微分方程。在每个点 $(x,y)$ 处,画一段斜率为 $f(x,y)$ 的短线段。
9. Series and Sequences (AP BC) | 级数与数列(AP BC)
AP Calculus BC includes infinite series, convergence tests, and power series. A sequence is a list of numbers; a series is the sum of a sequence.
AP Calculus BC 包括无穷级数、收敛性检验和幂级数。数列是一列数字;级数是数列的和。
Geometric series: $∑n=0∞ arn = a1-r$ if $|r| < 1$; diverges otherwise.
几何级数:$∑n=0∞ arn = a1-r$(当 $|r| < 1$ 时);否则发散。
Important convergence tests:
重要收敛性检验:
- nth-term test: if $limn→∞ an ≠ 0$, the series diverges.
- Ratio test: $limn→∞ |an+1/an| = L$; converges if $L<1$, diverges if $L>1$.
- Integral test: for positive decreasing $f(n)=an$, $∑ an$ converges iff $∫_1∞ f(x) dx$ converges.
- 第 $n$ 项检验:若 $limn→∞ an ≠ 0$,则级数发散。
- 比值检验:$limn→∞ |an+1/an| = L$;若 $L<1$ 收敛,$L>1$ 发散。
- 积分检验:对正且递减的 $f(n)=an$,$∑ an$ 收敛当且仅当 $∫_1∞ f(x) dx$ 收敛。
Power series centered at $x=a$: $∑n=0∞ cn (x-a)n$. The radius of convergence is found using the ratio test.
以 $x=a$ 为中心的幂级数:$∑n=0∞ cn (x-a)n$。收敛半径通过比值检验求得。
Taylor series: $f(x) = ∑n=0∞ f(n)(a)⁄n!(x-a)n$. For $a=0$, it is a Maclaurin series.
泰勒级数:$f(x) = ∑n=0∞ f(n)(a)⁄n!(x-a)n$。当 $a=0$ 时为麦克劳林级数。
Example: $ex = ∑n=0∞ xn/n!$ for all $x$.
示例:$ex = ∑n=0∞ xn/n!$ 对所有 $x$ 成立。
10. Common Formulas and Tables | 常用公式表
The following table summarizes the most frequently needed formulas on the AP Calculus exam.
下表总结了 AP 微积分考试中最常用的公式。
| Derivatives | Integrals |
| d/dx (xⁿ) = n xⁿ⁻¹ | ∫ xⁿ dx = xⁿ⁺¹/(n+1) + C |
| d/dx (eˣ) = eˣ | ∫ eˣ dx = eˣ + C |
| d/dx (ln x) = 1/x | ∫ 1/x dx = ln|x| + C |
| d/dx (sin x) = cos x | ∫ cos x dx = sin x + C |
| d/dx (cos x) = −sin x | ∫ sin x dx = −cos x + C |
For the AP exam, memorize the derivative of inverse trig functions and the integration formulas for $√a2-x2$ and $1⁄x2+a2$.
对于 AP 考试,还需要记住反三角函数的导数,以及 $√a2-x2$ 和 $1⁄x2+a2$ 的积分公式。
Linearity of integrals: $∫ [f(x) ± g(x)] dx = ∫ f(x) dx ± ∫ g(x) dx$; $∫ c f(x) dx = c ∫ f(x) dx$.
积分的线性性质:$∫ [f(x) ± g(x)] dx = ∫ f(x) dx ± ∫ g(x) dx$;$∫ c f(x) dx = c ∫ f(x) dx$。
Always remember to include the constant $+C$ for indefinite integrals.
求不定积分时始终记得加上常数 $+C$。
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