IB Mathematics: Analysis & Approaches HL · 鼎睿学苑

Unit E1: Principles
of Differential Calculus
单元 E1:微分学原理

The opening sub-unit of Topic 5 (Calculus) — the foundation everything else in Topic E rests on. You build the derivative from the limit, then learn to read it geometrically (slope of the tangent), analytically (sign tells you increasing / decreasing), and structurally (continuity and differentiability for HL). The Power Rule + tangent / normal lines bridge to Unit E2 (techniques) and E4 (problem-solving); concavity prepares the second-derivative test in E4.Topic 5(微积分)的开篇子单元 —— 整个 Topic E 都建立在它之上。本单元由极限(limit)出发构造导数(derivative),并学会三种读法:几何上(切线斜率)、分析上(符号决定单调性)、结构上(HL 的连续性与可导性)。幂法则与切线/法线衔接 Unit E2(求导技巧)和 E4(应用题);凹凸性为 E4 的二阶导数检验做铺垫。

IB AA HL · Topic 5.1 / 5.2 / 5.12 / 5.14 Papers 1 · 2 · 3 6 Concepts · SL + HL mix6 个核心概念 · SL + HL 混合

How to use this guide本指南使用说明

E1 is foundational. The Power Rule and tangent-line formula are the two highest-ROI cram items — they show up on almost every Paper 1 and Paper 2. The HL sections (continuity, concavity) are less computational but feed Paper 3.E1 是基础。幂法则切线方程是性价比最高的两个考点 —— 几乎每张 Paper 1 与 Paper 2 都会出现。HL 部分(连续性、凹凸性)计算量小,但是 Paper 3 的素材。

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If you're cramming如果你在临阵磨枪

Memorise (1) the Power Rule $\tfrac{d}{dx}(x^{n}) = n x^{n-1}$, (2) the tangent-line formula $y - f(a) = f'(a)(x - a)$, and (3) the sign convention "$f' > 0 \Rightarrow$ increasing." Skip first-principles derivations — but be able to recognise the difference quotient on multiple choice.

背熟三件事:(1) 幂法则 $\tfrac{d}{dx}(x^{n}) = n x^{n-1}$;(2) 切线方程 $y - f(a) = f'(a)(x - a)$;(3) 符号约定"$f' > 0 \Rightarrow$ 单调递增"。跳过 first-principles 推导,但要认得选择题里的差商形式。

If you're going for a 7如果你目标是 7 分

Derive $\tfrac{d}{dx}(x^{2})$, $\tfrac{d}{dx}(x^{3})$, and $\tfrac{d}{dx}(1/x)$ from first principles in one sitting. Memorise the four canonical non-differentiable shapes (corner, cusp, vertical tangent, jump). Practise classifying stationary points by both the first-derivative sign chart and the second-derivative test.

一次性从 first principles 推出 $\tfrac{d}{dx}(x^{2})$、$\tfrac{d}{dx}(x^{3})$ 与 $\tfrac{d}{dx}(1/x)$。背熟四种典型不可导图形(角点、尖点、垂直切线、跳跃)。稳定点分类要会两种方法:一阶导符号表 + 二阶导检验。

HL flagHL 标记说明 Continuity / differentiability formalism and concavity / inflection analysis are HL-only. SL students still encounter "the graph has a turning point here" but don't need the second-derivative test as a named procedure or the $\varepsilon$-style continuity vocabulary.连续性 / 可导性的形式化与凹凸性 / 拐点分析为 HL 专属。SL 学生也会接触"图像在此有转折点",但无需把"二阶导检验"作为一个命名过程,也不需要 $\varepsilon$ 式连续性术语。

The Idea of a Limit极限的概念 SL 5.1

$\displaystyle\lim_{x \to a} f(x) = L$ means "$f(x)$ gets arbitrarily close to $L$ as $x$ gets arbitrarily close to $a$ (but not equal to it)." Three methods to evaluate:
  1. Direct substitution — if $f$ is continuous at $a$, just compute $f(a)$.
  2. Factor & cancel — if direct substitution gives $\tfrac{0}{0}$, factor numerator and denominator, cancel the common $(x - a)$, then substitute.
  3. Rationalise — when a square-root term causes $\tfrac{0}{0}$, multiply top and bottom by the conjugate.
Watch for the form $\tfrac{0}{0}$ — it's not an answer, it's a flag that more work is needed.
$\displaystyle\lim_{x \to a} f(x) = L$ 表示"当 $x$ 任意接近 $a$ 但不等于 $a$ 时,$f(x)$ 任意接近 $L$"。三种求法:
  1. 直接代入 —— 若 $f$ 在 $a$ 处连续,算 $f(a)$ 即可。
  2. 因式分解 & 约分 —— 若直接代入得 $\tfrac{0}{0}$,把分子分母分别分解、约掉公因子 $(x - a)$,再代入。
  3. 有理化(rationalise —— 若根式造成 $\tfrac{0}{0}$,用共轭因子(conjugate)同乘分子分母。
$\tfrac{0}{0}$ 不是答案,而是"还需继续化简"的信号
Worked Example E1.1a — Factor & cancelE1.1a 例题 —— 因式分解 & 约分

Evaluate $\displaystyle\lim_{x \to 2} \dfrac{x^{2} - 4}{x - 2}$.求 $\displaystyle\lim_{x \to 2} \dfrac{x^{2} - 4}{x - 2}$。

Direct substitution fails. Plugging $x = 2$ gives $\tfrac{4 - 4}{2 - 2} = \tfrac{0}{0}$ — indeterminate.

直接代入失败。代入 $x = 2$ 得 $\tfrac{4 - 4}{2 - 2} = \tfrac{0}{0}$ —— 未定式。

Factor. $x^{2} - 4 = (x - 2)(x + 2)$, so

分解。$x^{2} - 4 = (x - 2)(x + 2)$,故

$$ \frac{x^{2} - 4}{x - 2} \;=\; \frac{(x - 2)(x + 2)}{x - 2} \;=\; x + 2 \quad (x \ne 2). $$

Substitute. $\displaystyle\lim_{x \to 2} (x + 2) = 2 + 2 = 4$.

代入。$\displaystyle\lim_{x \to 2} (x + 2) = 2 + 2 = 4$。

Worked Example E1.1b — RationaliseE1.1b 例题 —— 有理化

Evaluate $\displaystyle\lim_{x \to 0} \dfrac{\sqrt{x + 1} - 1}{x}$.求 $\displaystyle\lim_{x \to 0} \dfrac{\sqrt{x + 1} - 1}{x}$。

Direct substitution gives $\tfrac{0}{0}$. Multiply top and bottom by the conjugate $\sqrt{x + 1} + 1$:

直接代入得 $\tfrac{0}{0}$。同乘共轭 $\sqrt{x + 1} + 1$:

$$ \frac{\sqrt{x + 1} - 1}{x} \cdot \frac{\sqrt{x + 1} + 1}{\sqrt{x + 1} + 1} \;=\; \frac{(x + 1) - 1}{x (\sqrt{x + 1} + 1)} \;=\; \frac{x}{x (\sqrt{x + 1} + 1)} \;=\; \frac{1}{\sqrt{x + 1} + 1}. $$

Substitute. $\displaystyle\lim_{x \to 0} \dfrac{1}{\sqrt{x + 1} + 1} = \dfrac{1}{1 + 1} = \dfrac{1}{2}$.

代入。$\displaystyle\lim_{x \to 0} \dfrac{1}{\sqrt{x + 1} + 1} = \dfrac{1}{1 + 1} = \dfrac{1}{2}$。

▸ Going deeper — what "indeterminate" actually means▸ 深入 —— "未定式"究竟是什么意思

"$\tfrac{0}{0}$" is not a number — it's a shape a limit can take that doesn't pin down the answer. The same shape can resolve to $0$, $1$, $\infty$, or any real number depending on how the numerator and denominator approach zero relative to each other. Example: $\lim_{x \to 0} \tfrac{x^{2}}{x} = 0$ but $\lim_{x \to 0} \tfrac{x}{x^{2}}$ diverges, even though both are "$\tfrac{0}{0}$" at face value. The algebraic manipulation (factor / rationalise) is how you uncover which case you're in.

"$\tfrac{0}{0}$"不是一个数,而是一种极限可能呈现的形态,本身并不锁定答案。同一形态可解出 $0$、$1$、$\infty$ 或任意实数 —— 取决于分子分母各自趋近 $0$ 的速率。例:$\lim_{x \to 0} \tfrac{x^{2}}{x} = 0$,但 $\lim_{x \to 0} \tfrac{x}{x^{2}}$ 发散,二者表面都是"$\tfrac{0}{0}$"。代数化简(分解 / 有理化)就是揭示真实情形的工具。

Evaluate $\displaystyle\lim_{x \to 3} \dfrac{x^{2} - 9}{x - 3}$.求 $\displaystyle\lim_{x \to 3} \dfrac{x^{2} - 9}{x - 3}$。
E1.1 · Q1
$0$
$6$
Undefined ($0/0$)无定义($0/0$)
$3$
Factor: $x^{2} - 9 = (x - 3)(x + 3)$. Cancel $(x - 3)$ to get $x + 3$, then substitute $x = 3$ to get $6$.分解:$x^{2} - 9 = (x - 3)(x + 3)$。约掉 $(x - 3)$ 得 $x + 3$,代入 $x = 3$ 得 $6$。
$\tfrac{0}{0}$ at $x = 3$ is a flag to factor. $(x^{2} - 9)/(x - 3) = x + 3$, which gives $6$ at $x = 3$.$x = 3$ 处的 $\tfrac{0}{0}$ 提示要因式分解。$(x^{2} - 9)/(x - 3) = x + 3$,$x = 3$ 时为 $6$。

The Derivative from First Principles导数的定义(first principles) SL 5.1

Definition. $$ f'(x) \;=\; \lim_{h \to 0} \frac{f(x + h) - f(x)}{h}. $$ The fraction $\tfrac{f(x+h) - f(x)}{h}$ is the slope of the secant line through $(x, f(x))$ and $(x + h, f(x + h))$. As $h \to 0$, the secant collapses to the tangent, and its slope becomes the instantaneous rate of change $f'(x)$.
  • Notation: $f'(x), \;\tfrac{dy}{dx}, \;\tfrac{d}{dx}[f(x)], \;\dot{y}$ — all the same object.
  • Units: if $y$ is in metres and $x$ in seconds, $\tfrac{dy}{dx}$ is in m/s.
定义。 $$ f'(x) \;=\; \lim_{h \to 0} \frac{f(x + h) - f(x)}{h}. $$ 差商(difference quotient)$\tfrac{f(x+h) - f(x)}{h}$ 是过 $(x, f(x))$ 与 $(x + h, f(x + h))$ 的割线secant line)的斜率。$h \to 0$ 时割线退化为切线tangent),斜率即瞬时变化率 $f'(x)$。
  • 记号:$f'(x), \;\tfrac{dy}{dx}, \;\tfrac{d}{dx}[f(x)], \;\dot{y}$ —— 同一对象。
  • 单位:若 $y$ 以米为单位、$x$ 以秒为单位,则 $\tfrac{dy}{dx}$ 以 m/s 为单位。
Worked Example E1.2a — Derive $\tfrac{d}{dx}(x^{2})$ from first principlesE1.2a 例题 —— 用定义推 $\tfrac{d}{dx}(x^{2})$

Show that the derivative of $f(x) = x^{2}$ is $f'(x) = 2x$.证明 $f(x) = x^{2}$ 的导数为 $f'(x) = 2x$。

Apply the definition.

套用定义。

$$ f'(x) \;=\; \lim_{h \to 0} \frac{(x + h)^{2} - x^{2}}{h}. $$

Expand numerator and simplify.

展开分子并化简。

$$ (x + h)^{2} - x^{2} \;=\; x^{2} + 2xh + h^{2} - x^{2} \;=\; 2xh + h^{2} \;=\; h(2x + h). $$

Cancel $h$ and take the limit.

约去 $h$ 后取极限。

$$ f'(x) \;=\; \lim_{h \to 0} \frac{h(2x + h)}{h} \;=\; \lim_{h \to 0} (2x + h) \;=\; 2x. \;\square $$
Worked Example E1.2b — Derive $\tfrac{d}{dx}(1/x)$ from first principlesE1.2b 例题 —— 用定义推 $\tfrac{d}{dx}(1/x)$

Show that the derivative of $f(x) = 1/x$ is $f'(x) = -1/x^{2}$ (for $x \ne 0$).证明 $f(x) = 1/x$ 的导数为 $f'(x) = -1/x^{2}$($x \ne 0$)。

Definition.

定义。

$$ f'(x) \;=\; \lim_{h \to 0} \frac{1}{h}\left[\frac{1}{x + h} - \frac{1}{x}\right]. $$

Common denominator inside the brackets.

方括号内通分。

$$ \frac{1}{x + h} - \frac{1}{x} \;=\; \frac{x - (x + h)}{x(x + h)} \;=\; \frac{-h}{x(x + h)}. $$

Substitute back and cancel $h$.

回代并约去 $h$。

$$ f'(x) \;=\; \lim_{h \to 0} \frac{1}{h} \cdot \frac{-h}{x(x + h)} \;=\; \lim_{h \to 0} \frac{-1}{x(x + h)} \;=\; -\frac{1}{x^{2}}. \;\square $$
Pitfall — never cancel $h$ before simplifying陷阱 —— 化简前不要约掉 $h$ The whole point of first-principles derivation is to extract a common factor of $h$ from the numerator so it cancels the denominator. Writing $\lim_{h \to 0} \tfrac{2xh + h^{2}}{h}$ and immediately substituting $h = 0$ gives $\tfrac{0}{0}$ — undefined. The structural step "$h \cdot (2x + h) / h \to 2x + h$" is the move that turns the indeterminate form into a clean limit.从定义求导的整个目的就是从分子提出公因子 $h$,与分母约去。若写出 $\lim_{h \to 0} \tfrac{2xh + h^{2}}{h}$ 后立即代 $h = 0$,得 $\tfrac{0}{0}$ —— 没意义。"$h \cdot (2x + h) / h \to 2x + h$"这一结构性化简才是把未定式变成清晰极限的关键。
▸ Going deeper — the alternate form using $x = a$▸ 深入 —— 用 $x = a$ 的另一种形式

An equivalent definition computes $f'(a)$ at a specific point $a$:

在某固定点 $a$ 处,导数的等价定义为:

$$ f'(a) \;=\; \lim_{x \to a} \frac{f(x) - f(a)}{x - a}. $$

This form is often cleaner when working at a named point — there's no $h$ to chase. Set $x = a + h$ to see the two are the same limit. The Paper 1 markscheme accepts either form; pick whichever produces less algebra.

在指定点处工作时该形式往往更简洁 —— 无需追踪 $h$。令 $x = a + h$ 即可见两式为同一极限。Paper 1 评分对两种形式都认可;用代数最少的那一种即可。

Using first principles, find $f'(x)$ for $f(x) = 3x^{2} - x$.用定义求 $f(x) = 3x^{2} - x$ 的导数 $f'(x)$。
E1.2 · Q1
$6x$
$3x - 1$
$6x - 1$
$6x^{2} - 1$
$f(x + h) - f(x) = 3(x+h)^{2} - (x+h) - 3x^{2} + x = 6xh + 3h^{2} - h = h(6x + 3h - 1)$. Divide by $h$ and take $h \to 0$: $f'(x) = 6x - 1$.$f(x + h) - f(x) = 3(x+h)^{2} - (x+h) - 3x^{2} + x = 6xh + 3h^{2} - h = h(6x + 3h - 1)$。除以 $h$ 并令 $h \to 0$:$f'(x) = 6x - 1$。
Expand $(x+h)^{2}$, subtract, factor $h$ out: $h(6x + 3h - 1)/h \to 6x - 1$.展开 $(x+h)^{2}$,相减,提出 $h$:$h(6x + 3h - 1)/h \to 6x - 1$。

Power Rule & Tangent / Normal Lines幂法则与切线 / 法线 SL 5.1

Power Rule (works for any real exponent $n$, including negative and fractional): $$ \frac{d}{dx}(x^{n}) \;=\; n x^{n - 1}. $$ Combined with linearity:
  • Sum rule: $\tfrac{d}{dx}[f(x) + g(x)] = f'(x) + g'(x)$.
  • Constant multiple: $\tfrac{d}{dx}[c \cdot f(x)] = c \cdot f'(x)$.
  • Derivative of a constant: $\tfrac{d}{dx}(c) = 0$.
Tangent line at $x = a$: $y - f(a) = f'(a)(x - a)$. Normal line at $x = a$: $y - f(a) = -\dfrac{1}{f'(a)}(x - a)$ (perpendicular to the tangent; defined only when $f'(a) \ne 0$).
幂法则(power rule(对任意实指数 $n$ 成立,含负指数与分数指数): $$ \frac{d}{dx}(x^{n}) \;=\; n x^{n - 1}. $$ 配合线性性:
  • 和差法则:$\tfrac{d}{dx}[f(x) + g(x)] = f'(x) + g'(x)$。
  • 常数倍法则:$\tfrac{d}{dx}[c \cdot f(x)] = c \cdot f'(x)$。
  • 常数的导数:$\tfrac{d}{dx}(c) = 0$。
$x = a$ 处的切线方程:$y - f(a) = f'(a)(x - a)$。$x = a$ 处的法线方程:$y - f(a) = -\dfrac{1}{f'(a)}(x - a)$(与切线垂直;仅当 $f'(a) \ne 0$ 时有定义)。
Worked Example E1.3a — Power rule on a polynomialE1.3a 例题 —— 多项式的幂法则

Differentiate $f(x) = 4x^{3} - 5x^{2} + 7x - 9$.求 $f(x) = 4x^{3} - 5x^{2} + 7x - 9$ 的导数。

Apply power rule term-by-term with the constant multiple rule.

逐项使用幂法则与常数倍法则。

$$ f'(x) \;=\; 4 \cdot 3x^{2} - 5 \cdot 2x + 7 \cdot 1 - 0 \;=\; 12 x^{2} - 10 x + 7. $$
Worked Example E1.3b — Negative and fractional exponentsE1.3b 例题 —— 负指数与分数指数

Differentiate $g(x) = 3\sqrt{x} - \dfrac{2}{x^{2}}$ (rewrite as exponents first).求 $g(x) = 3\sqrt{x} - \dfrac{2}{x^{2}}$ 的导数(先化为指数形式)。

Rewrite. $g(x) = 3x^{1/2} - 2x^{-2}$.

改写。$g(x) = 3x^{1/2} - 2x^{-2}$。

Apply power rule.

应用幂法则。

$$ g'(x) \;=\; 3 \cdot \tfrac{1}{2} x^{-1/2} - 2 \cdot (-2) x^{-3} \;=\; \frac{3}{2\sqrt{x}} + \frac{4}{x^{3}}. $$
Worked Example E1.3c — Tangent and normal linesE1.3c 例题 —— 切线与法线

Find the equations of the tangent and the normal to the curve $y = x^{3} - 2x$ at the point where $x = 1$.求曲线 $y = x^{3} - 2x$ 在 $x = 1$ 处的切线方程与法线方程。

Step 1 — Point on the curve. $f(1) = 1 - 2 = -1$, so the point is $(1, -1)$.

第 1 步 —— 曲线上的点。$f(1) = 1 - 2 = -1$,故点为 $(1, -1)$。

Step 2 — Slope of tangent. $f'(x) = 3x^{2} - 2$, so $f'(1) = 3 - 2 = 1$.

第 2 步 —— 切线斜率。$f'(x) = 3x^{2} - 2$,故 $f'(1) = 3 - 2 = 1$。

Step 3 — Tangent line. $y - (-1) = 1(x - 1)$, i.e. $y = x - 2$.

第 3 步 —— 切线方程。$y - (-1) = 1(x - 1)$,即 $y = x - 2$。

Step 4 — Normal line. Slope $= -1/f'(1) = -1/1 = -1$. So $y - (-1) = -1(x - 1)$, i.e. $y = -x$.

第 4 步 —— 法线方程。斜率 $= -1/f'(1) = -1/1 = -1$。故 $y - (-1) = -1(x - 1)$,即 $y = -x$。

▸ Going deeper — why tangent and normal slopes multiply to $-1$▸ 深入 —— 切线与法线斜率为何乘积 $= -1$

Two lines are perpendicular iff their slopes are negative reciprocals: $m_{1} m_{2} = -1$. The tangent at $(a, f(a))$ has slope $f'(a)$; the normal, being perpendicular, has slope $-1/f'(a)$. The exception is when $f'(a) = 0$ (horizontal tangent) — there the normal is vertical, with equation $x = a$ (no defined slope). The opposite exception: a vertical tangent (e.g. $y = \sqrt[3]{x}$ at $x = 0$, where $f'(x) = \tfrac{1}{3} x^{-2/3} \to \infty$) has a horizontal normal $y = f(a)$.

两直线垂直 $\Leftrightarrow$ 斜率互为负倒数:$m_{1} m_{2} = -1$。$(a, f(a))$ 处的切线斜率为 $f'(a)$,故法线斜率为 $-1/f'(a)$。例外:$f'(a) = 0$(水平切线)时法线是垂直的,方程 $x = a$(无定义斜率)。反向例外:若切线垂直(如 $y = \sqrt[3]{x}$ 在 $x = 0$ 处,$f'(x) = \tfrac{1}{3} x^{-2/3} \to \infty$),法线为水平的 $y = f(a)$。

Find the equation of the tangent to $y = x^{2} + 3$ at the point $(2, 7)$.求 $y = x^{2} + 3$ 在点 $(2, 7)$ 处的切线方程。
E1.3 · Q1
$y = 2x + 7$
$y = 4x - 1$
$y = 4x + 7$
$y = -4x + 15$
$f'(x) = 2x$, so $f'(2) = 4$. Tangent: $y - 7 = 4(x - 2) \Rightarrow y = 4x - 1$.$f'(x) = 2x$,故 $f'(2) = 4$。切线:$y - 7 = 4(x - 2) \Rightarrow y = 4x - 1$。
Slope at $x = 2$ is $f'(2) = 2(2) = 4$. Point-slope form gives $y = 4x - 1$.$x = 2$ 处斜率为 $f'(2) = 2(2) = 4$。点斜式给出 $y = 4x - 1$。

Increasing / Decreasing Functions & Stationary Points单调性与稳定点 SL 5.2

The sign of $f'$ tells you the shape:
  • $f'(x) > 0$ on an interval $\Rightarrow$ $f$ is strictly increasing there.
  • $f'(x) < 0$ on an interval $\Rightarrow$ $f$ is strictly decreasing there.
  • $f'(x) = 0$ at a point $\Rightarrow$ that point is stationary (slope is zero; tangent is horizontal).
First-derivative test classifies a stationary point at $x = a$:
  • $f'$ goes $+ \to -$: local maximum.
  • $f'$ goes $- \to +$: local minimum.
  • $f'$ keeps the same sign on either side: horizontal point of inflection (no local extremum).
$f'$ 的符号决定函数形态:
  • 区间上 $f'(x) > 0$ $\Rightarrow$ $f$ 在该区间严格递增strictly increasing)。
  • 区间上 $f'(x) < 0$ $\Rightarrow$ $f$ 在该区间严格递减
  • 某点 $f'(x) = 0$ $\Rightarrow$ 该点为稳定点stationary point;斜率为零,切线水平)。
一阶导检验(first-derivative test分类 $x = a$ 处的稳定点:
  • $f'$ 由 $+ \to -$:局部极大值
  • $f'$ 由 $- \to +$:局部极小值
  • $f'$ 两侧同号:水平拐点horizontal point of inflection),无局部极值。
Worked Example E1.4 — Monotonicity and stationary pointsE1.4 例题 —— 单调性与稳定点

Find the intervals on which $f(x) = x^{3} - 3x^{2} + 2$ is increasing / decreasing, and classify all stationary points.求 $f(x) = x^{3} - 3x^{2} + 2$ 的增减区间,并对所有稳定点分类。

Step 1 — Derivative. $f'(x) = 3x^{2} - 6x = 3x(x - 2)$.

第 1 步 —— 求导。$f'(x) = 3x^{2} - 6x = 3x(x - 2)$。

Step 2 — Stationary points. $f'(x) = 0 \Rightarrow x = 0$ or $x = 2$.

第 2 步 —— 稳定点。$f'(x) = 0 \Rightarrow x = 0$ 或 $x = 2$。

Step 3 — Sign chart of $f'$. The parabola $3x(x-2)$ opens upward with roots $0$ and $2$:

第 3 步 —— $f'$ 的符号表。抛物线 $3x(x-2)$ 开口向上,零点 $0$、$2$:

Interval区间$x < 0$$0 < x < 2$$x > 2$
$f'(x)$$+$$-$$+$
$f$increasing递增decreasing递减increasing递增

Step 4 — Classify. At $x = 0$: $f'$ goes $+ \to -$, so local max at $(0, 2)$. At $x = 2$: $f'$ goes $- \to +$, so local min at $(2, -2)$.

第 4 步 —— 分类。$x = 0$ 处:$f'$ 由 $+ \to -$,局部极大值在 $(0, 2)$。$x = 2$ 处:$f'$ 由 $- \to +$,局部极小值在 $(2, -2)$。

Horizontal point of inflection — the canonical example水平拐点 —— 经典反例 $f(x) = x^{3}$ has $f'(x) = 3x^{2}$, which is zero at $x = 0$. But $f' \ge 0$ everywhere — the sign doesn't change. So $x = 0$ is a stationary point but not a maximum or minimum; the tangent is horizontal and the curve flexes through. This is the prototype "horizontal point of inflection." Always check whether $f'$ changes sign — don't classify by "$f' = 0$" alone.$f(x) = x^{3}$ 的 $f'(x) = 3x^{2}$ 在 $x = 0$ 处为零。但 $f' \ge 0$ 处处成立 —— 符号未变。故 $x = 0$ 是稳定点但既非极大也非极小;切线水平、曲线穿过。这是"水平拐点"的标本。务必检查 $f'$ 是否变号,不要仅凭"$f' = 0$"下结论。
For $f(x) = -x^{2} + 4x + 1$, classify the stationary point.对 $f(x) = -x^{2} + 4x + 1$,对稳定点分类。
E1.4 · Q1
Local minimum at $(2, 5)$$(2, 5)$ 处局部极小值
Local maximum at $(2, 5)$$(2, 5)$ 处局部极大值
Horizontal inflection at $(2, 5)$$(2, 5)$ 处水平拐点
No stationary point exists不存在稳定点
$f'(x) = -2x + 4 = 0 \Rightarrow x = 2$. $f(2) = -4 + 8 + 1 = 5$. $f'$ goes $+ \to -$ at $x = 2$ (since slope of $-2x + 4$ is $-2 < 0$), so local max at $(2, 5)$.$f'(x) = -2x + 4 = 0 \Rightarrow x = 2$。$f(2) = -4 + 8 + 1 = 5$。$f'$ 在 $x = 2$ 处由 $+ \to -$($-2x + 4$ 的斜率为 $-2 < 0$),故 $(2, 5)$ 为局部极大值。
A downward-opening parabola always has a single local maximum at its vertex. $f'(x) = -2x + 4$ vanishes at $x = 2$; the function value there is $5$.开口向下的抛物线在顶点处必有局部极大值。$f'(x) = -2x + 4$ 在 $x = 2$ 处为零;函数值为 $5$。

Continuity & Differentiability连续性与可导性 HL AHL 5.12

Continuity at $x = a$: $\displaystyle\lim_{x \to a} f(x) = f(a)$. Equivalently, the left limit, the right limit, and the function value all agree.

Differentiability at $x = a$: the limit $f'(a) = \displaystyle\lim_{h \to 0} \tfrac{f(a + h) - f(a)}{h}$ exists. Equivalently, the left-derivative equals the right-derivative.

One-way implication. Differentiable $\Rightarrow$ continuous. (The converse is false.) Four canonical shapes that are continuous but not differentiable at a point:
  • Corner — left and right slopes differ. Example: $f(x) = |x|$ at $x = 0$.
  • Cusp — slopes go to $+\infty$ on one side and $-\infty$ on the other. Example: $f(x) = x^{2/3}$ at $x = 0$.
  • Vertical tangent — both slopes go to $+\infty$ (or both to $-\infty$). Example: $f(x) = \sqrt[3]{x}$ at $x = 0$.
  • Discontinuity — not even continuous, hence not differentiable. Example: a step function at the jump.
在 $x = a$ 处连续(continuous):$\displaystyle\lim_{x \to a} f(x) = f(a)$。等价地,左极限、右极限、函数值三者一致。

在 $x = a$ 处可导(differentiable):极限 $f'(a) = \displaystyle\lim_{h \to 0} \tfrac{f(a + h) - f(a)}{h}$ 存在。等价地,左导数(left derivative)等于右导数。

单向蕴含。可导 $\Rightarrow$ 连续(反之不成立)。四种"连续但不可导"的典型形状:
  • 角点(corner —— 左右斜率不同。例:$f(x) = |x|$ 在 $x = 0$。
  • 尖点(cusp —— 一侧斜率趋于 $+\infty$,另一侧趋于 $-\infty$。例:$f(x) = x^{2/3}$ 在 $x = 0$。
  • 垂直切线(vertical tangent —— 两侧斜率同趋于 $+\infty$(或同趋于 $-\infty$)。例:$f(x) = \sqrt[3]{x}$ 在 $x = 0$。
  • 不连续 —— 连连续都不是,自然不可导。例:阶跃函数在跳跃处。
Worked Example E1.5 — Show $f(x) = |x|$ is not differentiable at $0$E1.5 例题 —— 证 $f(x) = |x|$ 在 $0$ 不可导

Show that $f(x) = |x|$ is continuous but not differentiable at $x = 0$.证明 $f(x) = |x|$ 在 $x = 0$ 处连续但不可导。

Continuity. $\displaystyle\lim_{x \to 0^{-}} |x| = 0$, $\displaystyle\lim_{x \to 0^{+}} |x| = 0$, and $f(0) = 0$. All three agree, so $f$ is continuous at $0$. ✓

连续性。$\displaystyle\lim_{x \to 0^{-}} |x| = 0$,$\displaystyle\lim_{x \to 0^{+}} |x| = 0$,$f(0) = 0$。三者一致,故 $f$ 在 $0$ 处连续。✓

Differentiability — compute one-sided derivatives.

可导性 —— 计算单侧导数。

$$ \lim_{h \to 0^{+}} \frac{|0 + h| - 0}{h} \;=\; \lim_{h \to 0^{+}} \frac{h}{h} \;=\; 1. $$ $$ \lim_{h \to 0^{-}} \frac{|0 + h| - 0}{h} \;=\; \lim_{h \to 0^{-}} \frac{-h}{h} \;=\; -1. $$

Left-derivative ($-1$) $\ne$ right-derivative ($+1$), so the two-sided limit does not exist. $f$ is not differentiable at $0$. ✗

左导数($-1$)$\ne$ 右导数($+1$),故双侧极限不存在。$f$ 在 $0$ 处不可导。 ✗

Geometric reading. The graph of $|x|$ has a "corner" at the origin — the tangent direction can't be determined.

几何理解。$|x|$ 的图像在原点形成"角点",无法确定唯一的切线方向。

▸ Going deeper — why differentiable implies continuous▸ 深入 —— 为何"可导 $\Rightarrow$ 连续"

If $f'(a)$ exists, then

若 $f'(a)$ 存在,则

$$ \lim_{x \to a} \bigl[f(x) - f(a)\bigr] \;=\; \lim_{x \to a} \frac{f(x) - f(a)}{x - a} \cdot (x - a) \;=\; f'(a) \cdot 0 \;=\; 0. $$

So $\lim_{x \to a} f(x) = f(a)$ — exactly the definition of continuity at $a$. The converse fails because the difference quotient can have left/right limits that disagree even when $f(x) \to f(a)$.

即 $\lim_{x \to a} f(x) = f(a)$ —— 这正是连续性在 $a$ 处的定义。反向不成立:差商的左右极限可以不相等,即使 $f(x) \to f(a)$。

Which statement is true?下列哪个说法正确
E1.5 · Q1
If $f$ is continuous at $a$, then $f$ is differentiable at $a$.若 $f$ 在 $a$ 连续,则 $f$ 在 $a$ 可导。
If $f$ is differentiable at $a$, then $f'(a) \ne 0$.若 $f$ 在 $a$ 可导,则 $f'(a) \ne 0$。
If $f$ is differentiable at $a$, then $f$ is continuous at $a$.若 $f$ 在 $a$ 可导,则 $f$ 在 $a$ 连续。
A function with a corner is differentiable at the corner.有角点的函数在角点处可导。
Differentiability is strictly stronger than continuity. The converse fails (e.g. $|x|$ is continuous at $0$ but not differentiable there).可导是比连续更强的条件。反向不成立(如 $|x|$ 在 $0$ 处连续但不可导)。
Differentiable $\Rightarrow$ continuous (one-way). Continuous does not imply differentiable — corners, cusps, vertical tangents are continuous-but-not-differentiable.可导 $\Rightarrow$ 连续(单向)。连续未必可导 —— 角点、尖点、垂直切线都是"连续不可导"的例子。

Concavity & Points of Inflection凹凸性与拐点 HL AHL 5.14

The second derivative $f''$ tells you the curvature:
  • $f''(x) > 0$ $\Rightarrow$ curve is concave up (opens like a cup; "smile"). $f'$ is increasing.
  • $f''(x) < 0$ $\Rightarrow$ curve is concave down (opens like a cap; "frown"). $f'$ is decreasing.
  • Point of inflection at $x = a$: $f''$ changes sign across $a$. The graph switches concavity.
Second-derivative test for classifying a stationary point $f'(a) = 0$:
  • $f''(a) > 0$: local minimum.
  • $f''(a) < 0$: local maximum.
  • $f''(a) = 0$: inconclusive — fall back on the first-derivative sign chart.
Watch out. $f''(a) = 0$ is necessary but not sufficient for an inflection at $a$. The sign of $f''$ must actually change. $f(x) = x^{4}$ at $x = 0$ has $f''(0) = 0$ but $f'' \ge 0$ everywhere — no inflection.
二阶导数 $f''$ 决定曲率:
  • $f''(x) > 0$ $\Rightarrow$ 曲线凹向上concave up;像杯子;"微笑")。$f'$ 递增。
  • $f''(x) < 0$ $\Rightarrow$ 曲线凹向下concave down;像帽子;"皱眉")。$f'$ 递减。
  • 拐点(point of inflection$x = a$:$f''$ 在 $a$ 处变号,图像凹凸性切换。
二阶导数检验(second-derivative test分类稳定点 $f'(a) = 0$:
  • $f''(a) > 0$:局部极小值
  • $f''(a) < 0$:局部极大值
  • $f''(a) = 0$:不确定 —— 退回一阶导符号表。
注意。$f''(a) = 0$ 是 $a$ 处为拐点的必要但非充分条件 —— $f''$ 必须确实变号。$f(x) = x^{4}$ 在 $x = 0$ 处 $f''(0) = 0$ 但 $f'' \ge 0$ 处处成立 —— 不是拐点。
Worked Example E1.6 — Classify stationary points + find inflectionE1.6 例题 —— 稳定点分类 + 求拐点

Let $f(x) = x^{4} - 4x^{3}$. Find all stationary points and classify them using the second-derivative test (falling back on the first-derivative test where needed). Find all points of inflection.设 $f(x) = x^{4} - 4x^{3}$。求所有稳定点并用二阶导数检验分类(必要时退回一阶导检验)。求所有拐点。

Derivatives. $f'(x) = 4x^{3} - 12x^{2} = 4x^{2}(x - 3)$. $f''(x) = 12x^{2} - 24x = 12x(x - 2)$.

求导。$f'(x) = 4x^{3} - 12x^{2} = 4x^{2}(x - 3)$。$f''(x) = 12x^{2} - 24x = 12x(x - 2)$。

Stationary points. $f'(x) = 0 \Rightarrow x = 0$ (double root) or $x = 3$.

稳定点。$f'(x) = 0 \Rightarrow x = 0$(重根)或 $x = 3$。

Classify $x = 3$. $f''(3) = 12(3)(1) = 36 > 0$. So $(3, f(3)) = (3, 81 - 108) = (3, -27)$ is a local minimum.

分类 $x = 3$。$f''(3) = 12(3)(1) = 36 > 0$。故 $(3, f(3)) = (3, 81 - 108) = (3, -27)$ 为局部极小值

Classify $x = 0$. $f''(0) = 0$ — inconclusive. Fall back on the first-derivative sign chart. $f'(x) = 4x^{2}(x - 3)$: $4x^{2} \ge 0$ always; $(x - 3) < 0$ for $x < 3$. So $f'(x) \le 0$ for $x \le 3$, and the sign does not change at $x = 0$. Therefore $(0, 0)$ is a horizontal point of inflection — stationary, but not an extremum.

分类 $x = 0$。$f''(0) = 0$ —— 不确定。退回一阶导符号表。$f'(x) = 4x^{2}(x - 3)$:$4x^{2} \ge 0$ 恒成立;$(x - 3) < 0$ 当 $x < 3$。故 $x \le 3$ 时 $f'(x) \le 0$,符号在 $x = 0$ 处不变。$(0, 0)$ 是水平拐点 —— 稳定,但不是极值。

Inflection points. $f''(x) = 0 \Rightarrow x = 0$ or $x = 2$. Check sign change:

拐点。$f''(x) = 0 \Rightarrow x = 0$ 或 $x = 2$。检查变号:

Interval区间$x < 0$$0 < x < 2$$x > 2$
$f''(x)$$+$$-$$+$
Concavity凹凸性up凹上down凹下up凹上

$f''$ changes sign at both $x = 0$ and $x = 2$. Inflections at $(0, 0)$ and $(2, f(2)) = (2, 16 - 32) = (2, -16)$. Note that $(0, 0)$ is both a horizontal inflection point and a stationary point — these aren't exclusive.

$f''$ 在 $x = 0$ 与 $x = 2$ 处都变号。拐点为 $(0, 0)$ 与 $(2, f(2)) = (2, 16 - 32) = (2, -16)$。注意 $(0, 0)$ 同时是水平拐点与稳定点 —— 二者不互斥。

▸ Going deeper — why $f''(a) = 0$ is necessary for an inflection▸ 深入 —— 为何拐点处必有 $f''(a) = 0$

A point of inflection is where $f''$ changes sign. If $f''$ is continuous (true for most IB functions you'll meet), the intermediate value theorem forces $f''(a) = 0$ at the crossing point. The converse fails: $f''(a) = 0$ without sign change gives a "flat" zero of $f''$ that's not an inflection (e.g. $f(x) = x^{4}$ at $x = 0$). On Paper 1B, you need to verify the sign change step, not just solve $f''(x) = 0$ — markschemes deduct M1 if you skip it.

拐点是 $f''$ 变号之处。若 $f''$ 连续(IB 出现的多数函数都满足),由介值定理(IVT),过零处必有 $f''(a) = 0$。反向不成立:$f''(a) = 0$ 但符号未变,是 $f''$ 的"平稳零点",并非拐点(如 $f(x) = x^{4}$ 在 $x = 0$)。Paper 1B 必须验证变号,不能只解 $f''(x) = 0$ —— 评分细则会因省略而扣 M1。

For $f(x) = x^{3} - 6x^{2} + 9x + 1$, the second-derivative test classifies the stationary point at $x = 1$ as:对 $f(x) = x^{3} - 6x^{2} + 9x + 1$,二阶导数检验把 $x = 1$ 处的稳定点分类为:
E1.6 · Q1
Local minimum局部极小值
Local maximum局部极大值
Horizontal inflection水平拐点
Inconclusive无法判断
$f'(x) = 3x^{2} - 12x + 9 = 3(x - 1)(x - 3)$, so $f'(1) = 0$. $f''(x) = 6x - 12$, so $f''(1) = -6 < 0$. Therefore $x = 1$ is a local maximum.$f'(x) = 3x^{2} - 12x + 9 = 3(x - 1)(x - 3)$,故 $f'(1) = 0$。$f''(x) = 6x - 12$,故 $f''(1) = -6 < 0$。故 $x = 1$ 为局部极大值。
Verify $f'(1) = 0$, then check sign of $f''(1)$. $f''(1) = -6 < 0$ → local maximum (concave-down at the stationary point).先验证 $f'(1) = 0$,再看 $f''(1)$ 的符号。$f''(1) = -6 < 0$ → 局部极大值(稳定点处凹向下)。

Exam Strategy & Common Pitfalls考试策略与常见陷阱

First principles on Paper 1Paper 1 中的 first principles
  • Cite the definition first. Open with "$f'(x) = \lim_{h \to 0} \tfrac{f(x+h) - f(x)}{h}$" — this is the M1.
  • 先写定义。用 "$f'(x) = \lim_{h \to 0} \tfrac{f(x+h) - f(x)}{h}$" 开头 —— 这是 M1。
  • Factor $h$ before taking the limit. Substituting $h = 0$ before cancellation costs the A1.
  • 取极限之前先提因子 $h$。在约分前代 $h = 0$ 会丢 A1。
  • State the limit explicitly. Write "as $h \to 0$, $(2x + h) \to 2x$" — don't just write the final answer.
  • 显式写极限步骤。写出"当 $h \to 0$,$(2x + h) \to 2x$",不要只写终值。
Tangent / normal lines切线 / 法线
  • Always check the point is on the curve. Compute $f(a)$ first — students forget and use the asked-for $y$-coordinate that may not satisfy the equation.
  • 务必核对点在曲线上。先算 $f(a)$ —— 学生常忘记,用题给的 $y$ 坐标当点斜式的 $y_{0}$,但该坐标未必在曲线上。
  • Use point-slope, not slope-intercept. $y - f(a) = m(x - a)$ is faster and avoids re-deriving the $y$-intercept.
  • 用点斜式而非斜截式。$y - f(a) = m(x - a)$ 更快,无需再求 $y$ 截距。
  • Normal: $m_{\text{normal}} = -1/m_{\text{tangent}}$. Sign error here is the #1 deduction on normal-line problems.
  • 法线:$m_{\text{normal}} = -1/m_{\text{tangent}}$。这里的符号错误是法线题第一大扣分项。
Stationary point classification (HL — Paper 3)稳定点分类(HL —— Paper 3)
  • Second-derivative test is faster when it works. Use it unless $f''(a) = 0$.
  • 二阶导检验能用时更快。除非 $f''(a) = 0$,否则优先用它。
  • If $f''(a) = 0$, switch to the first-derivative sign chart. Don't declare "inconclusive" and stop — that loses the A1.
  • 若 $f''(a) = 0$,改用一阶导符号表。不要写"无法判断"就停 —— 那会丢 A1。
  • "Stationary" $\ne$ "extremum." Horizontal inflections are stationary but not extrema. Always verify sign change.
  • "稳定"$\ne$"极值"。水平拐点是稳定的但非极值。务必验证变号。

Flashcards闪卡

0 / 12 flipped已翻 0 / 12
Definition of $f'(x)$?$f'(x)$ 的定义?
$$\displaystyle\lim_{h \to 0} \frac{f(x+h) - f(x)}{h}$$
Power rule?幂法则?
$$\frac{d}{dx}(x^{n}) = n x^{n-1}$$
$\dfrac{d}{dx}(\sqrt{x}) = ?$$\dfrac{d}{dx}(\sqrt{x}) = ?$
$$\frac{1}{2\sqrt{x}}$$
$\dfrac{d}{dx}(1/x) = ?$$\dfrac{d}{dx}(1/x) = ?$
$$-\frac{1}{x^{2}}$$
Tangent at $x = a$?$x = a$ 处的切线?
$$y - f(a) = f'(a)(x - a)$$
Normal at $x = a$ (when $f'(a) \ne 0$)?$x = a$ 处的法线($f'(a) \ne 0$)?
$$y - f(a) = -\frac{1}{f'(a)}(x - a)$$
$f' > 0$ on interval means?区间上 $f' > 0$ 表示?
$f$ strictly increasing on that interval.$f$ 在该区间严格递增。
Stationary point definition?稳定点定义?
$f'(x) = 0$ — horizontal tangent.$f'(x) = 0$ —— 切线水平。
$|x|$ at $x = 0$: differentiable?$|x|$ 在 $x = 0$ 处可导吗?
No — left-derivative $-1 \ne$ right-derivative $+1$.否 —— 左导数 $-1 \ne$ 右导数 $+1$。
Differentiable implies?可导蕴含?
Continuous (one-way). Converse false.连续(单向)。反之不成立。
$f''(a) > 0$ at stationary $a$?稳定点 $a$ 处 $f''(a) > 0$?
Local minimum.局部极小值。
Inflection point requires?拐点要求?
$f''$ changes sign across the point (not just $f''(a) = 0$).$f''$ 在该点变号(仅 $f''(a) = 0$ 不够)。

Unit E1 — Practice Quiz单元 E1——练习测验

$\displaystyle\lim_{x \to 1} \dfrac{x^{3} - 1}{x - 1} = ?$$\displaystyle\lim_{x \to 1} \dfrac{x^{3} - 1}{x - 1} = ?$
Q1
$1$
$0$
$3$
Undefined无定义
$x^{3} - 1 = (x - 1)(x^{2} + x + 1)$. Cancel $(x - 1)$ and substitute $x = 1$: $1 + 1 + 1 = 3$.$x^{3} - 1 = (x - 1)(x^{2} + x + 1)$。约去 $(x - 1)$ 后代 $x = 1$:$1 + 1 + 1 = 3$。
Factor: $x^{3} - 1 = (x - 1)(x^{2} + x + 1)$. After cancelling, evaluate at $x = 1$: $3$.分解:$x^{3} - 1 = (x - 1)(x^{2} + x + 1)$。约分后在 $x = 1$ 求值:$3$。
Differentiate $y = 2x^{3} - 5\sqrt{x} + \dfrac{3}{x}$.求 $y = 2x^{3} - 5\sqrt{x} + \dfrac{3}{x}$ 的导数。
Q2
$6x^{2} - \dfrac{5}{2\sqrt{x}} + \dfrac{3}{x^{2}}$
$6x^{2} - 5\sqrt{x} - \dfrac{3}{x^{2}}$
$6x^{2} + \dfrac{5}{2\sqrt{x}} + \dfrac{3}{x^{2}}$
$6x^{2} - \dfrac{5}{2\sqrt{x}} - \dfrac{3}{x^{2}}$
Rewrite: $y = 2x^{3} - 5x^{1/2} + 3x^{-1}$. Power rule: $y' = 6x^{2} - \tfrac{5}{2} x^{-1/2} - 3x^{-2} = 6x^{2} - \tfrac{5}{2\sqrt{x}} - \tfrac{3}{x^{2}}$.改写:$y = 2x^{3} - 5x^{1/2} + 3x^{-1}$。幂法则:$y' = 6x^{2} - \tfrac{5}{2} x^{-1/2} - 3x^{-2} = 6x^{2} - \tfrac{5}{2\sqrt{x}} - \tfrac{3}{x^{2}}$。
Convert radicals/fractions to exponents first: $\sqrt{x} = x^{1/2}$, $1/x = x^{-1}$. Apply power rule term-by-term. The negative exponent contributes a $-1 \cdot 3 x^{-2} = -3/x^{2}$.先把根式 / 分数化为指数:$\sqrt{x} = x^{1/2}$、$1/x = x^{-1}$。逐项应用幂法则。负指数项贡献 $-1 \cdot 3 x^{-2} = -3/x^{2}$。
Find the equation of the normal to $y = x^{2} - 4x + 6$ at the point where $x = 3$.求 $y = x^{2} - 4x + 6$ 在 $x = 3$ 处的法线方程。
Q3
$y = -\tfrac{1}{2} x + \tfrac{9}{2}$
$y = 2x - 3$
$y = -2x + 9$
$y = \tfrac{1}{2} x + \tfrac{3}{2}$
$f(3) = 9 - 12 + 6 = 3$. $f'(x) = 2x - 4$, so $f'(3) = 2$. Normal slope $= -1/2$. Normal: $y - 3 = -\tfrac{1}{2}(x - 3) \Rightarrow y = -\tfrac{1}{2} x + \tfrac{9}{2}$.$f(3) = 9 - 12 + 6 = 3$。$f'(x) = 2x - 4$,故 $f'(3) = 2$。法线斜率 $= -1/2$。法线:$y - 3 = -\tfrac{1}{2}(x - 3) \Rightarrow y = -\tfrac{1}{2} x + \tfrac{9}{2}$。
Point: $(3, 3)$. Tangent slope: $f'(3) = 2$. Normal slope: $-1/2$. Point-slope: $y = -\tfrac{1}{2} x + \tfrac{9}{2}$.点:$(3, 3)$。切线斜率:$f'(3) = 2$。法线斜率:$-1/2$。点斜式:$y = -\tfrac{1}{2} x + \tfrac{9}{2}$。
$f(x) = 2x^{3} - 9x^{2} + 12x$. Which best describes the stationary points?$f(x) = 2x^{3} - 9x^{2} + 12x$。下列哪项最准确描述稳定点?
Q4
One local min at $x = 2$ only仅 $x = 2$ 处一个局部极小
Two minima: at $x = 1$ and $x = 2$两个极小:$x = 1$ 与 $x = 2$
Local max at $x = 1$, local min at $x = 2$$x = 1$ 处局部极大,$x = 2$ 处局部极小
Horizontal inflection at $x = 1$, no extremum at $x = 2$$x = 1$ 处水平拐点,$x = 2$ 处无极值
$f'(x) = 6x^{2} - 18x + 12 = 6(x - 1)(x - 2)$. Sign: $+$ for $x < 1$, $-$ between, $+$ for $x > 2$. So max at $x = 1$ ($f' : + \to -$), min at $x = 2$ ($f' : - \to +$). Or use $f''(x) = 12x - 18$: $f''(1) = -6 < 0$ (max); $f''(2) = 6 > 0$ (min).$f'(x) = 6x^{2} - 18x + 12 = 6(x - 1)(x - 2)$。符号:$x < 1$ 时 $+$,中间 $-$,$x > 2$ 时 $+$。故 $x = 1$ 处极大($f' : + \to -$),$x = 2$ 处极小($f' : - \to +$)。或用 $f''(x) = 12x - 18$:$f''(1) = -6 < 0$(极大);$f''(2) = 6 > 0$(极小)。
Cubics with positive leading coefficient and two distinct stationary points always go max-then-min (left-to-right). Verify by either sign chart of $f'$ or second-derivative test.首项系数为正且有两个相异稳定点的三次函数,从左到右总是"先极大后极小"。可用 $f'$ 符号表或二阶导检验验证。
For $g(x) = x^{4} - 6x^{2} + 8$, the inflection point(s) occur at:$g(x) = x^{4} - 6x^{2} + 8$ 的拐点位于:
Q5
$x = 0$ only(唯一)
$x = \pm\sqrt{3}$
$x = \pm 1$
$x = \pm 1$ (both are inflection points after verifying sign change)(两者均为拐点,经验证 $g''$ 变号)
$g'(x) = 4x^{3} - 12x$, $g''(x) = 12x^{2} - 12 = 12(x - 1)(x + 1)$. $g''(x) = 0$ at $x = \pm 1$. Sign: $+$ for $|x| > 1$, $-$ for $|x| < 1$. Sign changes at both $\pm 1$, so two inflection points.$g'(x) = 4x^{3} - 12x$,$g''(x) = 12x^{2} - 12 = 12(x - 1)(x + 1)$。$g''(x) = 0$ 于 $x = \pm 1$。符号:$|x| > 1$ 时 $+$,$|x| < 1$ 时 $-$。两侧都变号,故两个拐点。
Solve $g''(x) = 0$ and verify sign change. Both $x = +1$ and $x = -1$ are crossings of the upward-opening parabola $g''(x) = 12(x^{2} - 1)$, so both are inflections.解 $g''(x) = 0$ 并验证变号。$g''(x) = 12(x^{2} - 1)$ 是开口向上的抛物线,$x = \pm 1$ 均为零点,且左右变号,故均为拐点。

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