← All Units← 返回单元列表 ← Course Hub← 课程主页
U N I V E R S I T Y  C A L C U L U S
Unit C2 · Solutions第C2单元 · 解答

Vector-Valued Functions · Solutions向量值函数 · 解答

Companion to the University-Style Practice Set大学风格练习题配套解答

MEDIUM HARD CORE PROOF APPLIED

Sections 1 to 7: vector functions and space curves, derivatives and integrals, arc length and reparametrization, curvature, the TNB frame ($\mathbf{T}$, $\mathbf{N}$, $\mathbf{B}$), velocity and acceleration, tangential and normal componentsCALC III1至7节:向量函数与空间曲线、导数与积分、弧长与重参数化、曲率、TNB标架($\mathbf{T}$、$\mathbf{N}$、$\mathbf{B}$)、速度与加速度、切向与法向分量CALC III



PART I  ·  CORE TECHNIQUES第I部分  ·  核心技巧Computational fluency · 28 marks计算熟练度 · 28分

Worked Solutions解题过程

Q1MEDIUMCOREderivatives, integrals, and limits of vector functions向量函数的导数、积分与极限[8 marks]

For $\mathbf{r}(t)=\langle t^{2},\, e^{2t},\, \ln(t+1)\rangle$: (a) find $\mathbf{r}'(t)$ and $\mathbf{r}''(t)$; (b) evaluate $\int_{0}^{1}\mathbf{r}(t)\,dt$; (c) state the natural domain and evaluate $\lim_{t\to 0}\mathbf{r}(t)$.设 $\mathbf{r}(t)=\langle t^{2},\, e^{2t},\, \ln(t+1)\rangle$:(a) 求 $\mathbf{r}'(t)$ 与 $\mathbf{r}''(t)$;(b) 计算 $\int_{0}^{1}\mathbf{r}(t)\,dt$;(c) 写出自然定义域并求 $\lim_{t\to 0}\mathbf{r}(t)$。

Answers:答案:  (a) $\mathbf{r}'=\langle 2t,\,2e^{2t},\,\tfrac{1}{t+1}\rangle$; $\mathbf{r}''=\langle 2,\,4e^{2t},\,-\tfrac{1}{(t+1)^{2}}\rangle$  ·  (b) $\langle \tfrac{1}{3},\,\tfrac{e^{2}-1}{2},\,2\ln 2-1\rangle$  ·  (c) $t>-1$; limit极限 $\langle 0,1,0\rangle$

(a) Componentwise differentiation(a) 分量微分 M1·A1·A1

Differentiate each component: $\tfrac{d}{dt}t^{2}=2t$, $\tfrac{d}{dt}e^{2t}=2e^{2t}$, $\tfrac{d}{dt}\ln(t+1)=\tfrac{1}{t+1}$. (M1) So对每个分量求导:$\tfrac{d}{dt}t^{2}=2t$,$\tfrac{d}{dt}e^{2t}=2e^{2t}$,$\tfrac{d}{dt}\ln(t+1)=\tfrac{1}{t+1}$。(M1) 因此

$$ \mathbf{r}'(t)=\Big\langle 2t,\;2e^{2t},\;\tfrac{1}{t+1}\Big\rangle. \quad\text{(A1)} $$

Differentiate again: $\tfrac{d}{dt}(2t)=2$, $\tfrac{d}{dt}(2e^{2t})=4e^{2t}$, $\tfrac{d}{dt}\tfrac{1}{t+1}=-\tfrac{1}{(t+1)^{2}}$. (A1)再次求导:$\tfrac{d}{dt}(2t)=2$,$\tfrac{d}{dt}(2e^{2t})=4e^{2t}$,$\tfrac{d}{dt}\tfrac{1}{t+1}=-\tfrac{1}{(t+1)^{2}}$。(A1)

$$ \mathbf{r}''(t)=\Big\langle 2,\;4e^{2t},\;-\tfrac{1}{(t+1)^{2}}\Big\rangle. $$

(b) Componentwise integration(b) 分量积分 M1·A1·A1

Integrate each slot over $[0,1]$: (M1)对 $[0,1]$ 上每个分量积分:(M1)

$$ \int_0^1 t^{2}\,dt=\Big[\tfrac{t^{3}}{3}\Big]_0^1=\tfrac{1}{3}, \qquad \int_0^1 e^{2t}\,dt=\Big[\tfrac{e^{2t}}{2}\Big]_0^1=\tfrac{e^{2}-1}{2}. $$

For the third component, use integration by parts with $u=\ln(t+1)$, $dv=dt$: (A1)对第三个分量,用分部积分法令 $u=\ln(t+1)$,$dv=dt$:(A1)

$$ \int_0^1 \ln(t+1)\,dt=\Big[(t+1)\ln(t+1)-t\Big]_0^1=2\ln 2-1-0=2\ln 2-1. \quad\text{(A1)} $$ $$ \int_0^1\mathbf{r}(t)\,dt=\Big\langle \tfrac{1}{3},\;\tfrac{e^{2}-1}{2},\;2\ln 2-1\Big\rangle. $$

(c) Domain and limit(c) 定义域与极限 A1·A1

The component $\ln(t+1)$ requires $t+1>0$, i.e. $t>-1$. The other two components are defined for all $t$. Natural domain: $t>-1$. (A1)分量 $\ln(t+1)$ 要求 $t+1>0$,即 $t>-1$。其余两个分量对所有 $t$ 均有定义。自然定义域:$t>-1$。(A1)

Limits are taken componentwise: $\lim_{t\to0}t^{2}=0$, $\lim_{t\to0}e^{2t}=1$, $\lim_{t\to0}\ln(t+1)=0$. So $\lim_{t\to0}\mathbf{r}(t)=\langle 0,1,0\rangle=\mathbf{r}(0)$, confirming continuity at $t=0$. (A1)极限逐分量取:$\lim_{t\to0}t^{2}=0$,$\lim_{t\to0}e^{2t}=1$,$\lim_{t\to0}\ln(t+1)=0$。因此 $\lim_{t\to0}\mathbf{r}(t)=\langle 0,1,0\rangle=\mathbf{r}(0)$,证实在 $t=0$ 处连续。(A1)

Insight.要点。 Every operation on a vector function (differentiation, integration, limits) decomposes into three scalar operations, one per component. The only subtlety is the domain: it is the intersection of the three component domains. Here the natural domain is controlled entirely by the logarithm component; the other two components impose no restriction.对向量函数的每种运算(微分、积分、极限)都分解为三个标量运算,每个分量一个。唯一的微妙之处在于定义域:它是三个分量定义域的交集。此处自然定义域完全由对数分量决定,其余两个分量不施加任何限制。
Q2MEDIUMCOREunit tangent vector and tangent line to a space curve空间曲线的单位切向量与切线[8 marks]

For $\mathbf{r}(t)=\langle 3\cos t,\, 3\sin t,\, 4t\rangle$: (a) $\mathbf{r}'$ and $|\mathbf{r}'|$; (b) the unit tangent $\mathbf{T}(t)$; (c) the tangent line at $t=0$; (d) arc length of one full turn.设 $\mathbf{r}(t)=\langle 3\cos t,\, 3\sin t,\, 4t\rangle$:(a) $\mathbf{r}'$ 与 $|\mathbf{r}'|$;(b) 单位切向量 $\mathbf{T}(t)$;(c) $t=0$ 处的切线;(d) 转一整圈的弧长。

Answers:答案:  (a) $\langle -3\sin t,\,3\cos t,\,4\rangle$, speed速率 $5$  ·  (b) $\mathbf{T}=\langle -\tfrac{3}{5}\sin t,\,\tfrac{3}{5}\cos t,\,\tfrac{4}{5}\rangle$  ·  (c) $\ell(u)=\langle 3,3u,4u\rangle$  ·  (d) $L=10\pi$

(a) Velocity and speed(a) 速度与速率 M1·A1

Differentiate componentwise: $\mathbf{r}'(t)=\langle -3\sin t,\,3\cos t,\,4\rangle$. (M1) The speed is逐分量求导:$\mathbf{r}'(t)=\langle -3\sin t,\,3\cos t,\,4\rangle$。(M1) 速率为

$$ |\mathbf{r}'(t)|=\sqrt{9\sin^{2}t+9\cos^{2}t+16}=\sqrt{9+16}=\sqrt{25}=5. \quad\text{(A1)} $$

The speed is constant; this helix is traversed at a uniform rate.速率恒定,该螺旋线以匀速遍历。

(b) Unit tangent vector(b) 单位切向量 M1·A1

Divide the velocity vector by the speed: (M1)将速度向量除以速率:(M1)

$$ \mathbf{T}(t)=\frac{\mathbf{r}'(t)}{|\mathbf{r}'(t)|}=\frac{1}{5}\langle -3\sin t,\,3\cos t,\,4\rangle=\Big\langle -\tfrac{3}{5}\sin t,\;\tfrac{3}{5}\cos t,\;\tfrac{4}{5}\Big\rangle. \quad\text{(A1)} $$

Check: $|\mathbf{T}|^{2}=\tfrac{9}{25}\sin^{2}t+\tfrac{9}{25}\cos^{2}t+\tfrac{16}{25}=\tfrac{9}{25}+\tfrac{16}{25}=1$. Confirmed.验证:$|\mathbf{T}|^{2}=\tfrac{9}{25}\sin^{2}t+\tfrac{9}{25}\cos^{2}t+\tfrac{16}{25}=\tfrac{9}{25}+\tfrac{16}{25}=1$。确认无误。

(c) Tangent line at $t=0$(c) $t=0$ 处的切线 M1·A1

At $t=0$: point $\mathbf{r}(0)=\langle 3,0,0\rangle$ and direction $\mathbf{r}'(0)=\langle 0,3,4\rangle$. (M1) Parametric tangent line:在 $t=0$ 处:点 $\mathbf{r}(0)=\langle 3,0,0\rangle$,方向 $\mathbf{r}'(0)=\langle 0,3,4\rangle$。(M1) 切线参数方程:

$$ \ell(u)=\langle 3,0,0\rangle+u\langle 0,3,4\rangle=\langle 3,\;3u,\;4u\rangle,\quad u\in\mathbb{R}. \quad\text{(A1)} $$

(d) Arc length of one turn(d) 转一整圈的弧长 M1·A1

Since the speed is constant at $5$: (M1)由于速率恒为 $5$:(M1)

$$ L=\int_0^{2\pi}|\mathbf{r}'(t)|\,dt=\int_0^{2\pi}5\,dt=10\pi. \quad\text{(A1)} $$
Insight.要点。 When $|\mathbf{r}'|$ is constant, the helix is traversed at uniform speed and the arc length formula reduces to (speed) times (time interval). The ratio $4{:}3$ of the $z$-pitch parameter to the radius makes $|\mathbf{r}'|=5$ (a $3$-$4$-$5$ Pythagorean triple). The unit tangent $\mathbf{T}$ must be normalized after differentiation; a common error is to claim $\mathbf{T}=\mathbf{r}'$ when the speed is not $1$.当 $|\mathbf{r}'|$ 为常数时,螺旋线以匀速遍历,弧长公式化简为速率乘以时间区间。$z$ 轴螺距参数与半径之比 $4{:}3$ 使得 $|\mathbf{r}'|=5$(勾股数 $3$-$4$-$5$)。单位切向量 $\mathbf{T}$ 必须在求导后规范化;常见错误是当速率不为 $1$ 时直接令 $\mathbf{T}=\mathbf{r}'$。
Q3HARDCOREunit normal vector $\mathbf{N}$ and binormal vector $\mathbf{B}$主法向量 $\mathbf{N}$ 与副法向量 $\mathbf{B}$[12 marks]

For $\mathbf{r}(t)=\langle \cos t,\, \sin t,\, t\rangle$: (a) $\mathbf{T}(t)$; (b) $\mathbf{N}(t)$, with verification $|\mathbf{N}|=1$ and $\mathbf{N}\cdot\mathbf{T}=0$; (c) $\mathbf{B}=\mathbf{T}\times\mathbf{N}$ and $|\mathbf{B}|=1$.设 $\mathbf{r}(t)=\langle \cos t,\, \sin t,\, t\rangle$:(a) $\mathbf{T}(t)$;(b) $\mathbf{N}(t)$,并验证 $|\mathbf{N}|=1$ 且 $\mathbf{N}\cdot\mathbf{T}=0$;(c) $\mathbf{B}=\mathbf{T}\times\mathbf{N}$ 及 $|\mathbf{B}|=1$。

Answers:答案:  (a) $\mathbf{T}=\tfrac{1}{\sqrt{2}}\langle -\sin t,\cos t,1\rangle$  ·  (b) $\mathbf{N}=\langle -\cos t,-\sin t,0\rangle$  ·  (c) $\mathbf{B}=\tfrac{1}{\sqrt{2}}\langle \sin t,-\cos t,1\rangle$

(a) Unit tangent(a) 单位切向量 M1·A1

$\mathbf{r}'(t)=\langle -\sin t,\cos t,1\rangle$. (M1) Speed: $|\mathbf{r}'|=\sqrt{\sin^{2}t+\cos^{2}t+1}=\sqrt{2}$. Therefore$\mathbf{r}'(t)=\langle -\sin t,\cos t,1\rangle$。(M1) 速率:$|\mathbf{r}'|=\sqrt{\sin^{2}t+\cos^{2}t+1}=\sqrt{2}$。因此

$$ \mathbf{T}(t)=\frac{1}{\sqrt{2}}\langle -\sin t,\;\cos t,\;1\rangle. \quad\text{(A1)} $$

(b) Principal unit normal(b) 主单位法向量 M1·A1·M1·A1·R1

Differentiate $\mathbf{T}$: (M1)对 $\mathbf{T}$ 求导:(M1)

$$ \mathbf{T}'(t)=\frac{1}{\sqrt{2}}\langle -\cos t,\;-\sin t,\;0\rangle. $$

Compute the magnitude: (A1)计算模长:(A1)

$$ |\mathbf{T}'(t)|=\frac{1}{\sqrt{2}}\sqrt{\cos^{2}t+\sin^{2}t+0}=\frac{1}{\sqrt{2}}\cdot 1=\frac{1}{\sqrt{2}}. $$

Normalize: (M1)规范化:(M1)

$$ \mathbf{N}(t)=\frac{\mathbf{T}'(t)}{|\mathbf{T}'(t)|}=\frac{\tfrac{1}{\sqrt{2}}\langle -\cos t,-\sin t,0\rangle}{\tfrac{1}{\sqrt{2}}}=\langle -\cos t,\;-\sin t,\;0\rangle. \quad\text{(A1)} $$

Verify $|\mathbf{N}|=\sqrt{\cos^{2}t+\sin^{2}t+0}=1$. (R1) Verify orthogonality:验证 $|\mathbf{N}|=\sqrt{\cos^{2}t+\sin^{2}t+0}=1$。(R1) 验证正交性:

$$ \mathbf{N}\cdot\mathbf{T}=\frac{1}{\sqrt{2}}\bigl[(-\cos t)(-\sin t)+(-\sin t)(\cos t)+0\cdot1\bigr]=\frac{1}{\sqrt{2}}[\sin t\cos t-\sin t\cos t]=0.\checkmark $$

(c) Binormal vector(c) 副法向量 M1·A1·M1·A1·R1

Compute $\mathbf{B}=\mathbf{T}\times\mathbf{N}$ using the determinant form. Write $\mathbf{T}=\tfrac{1}{\sqrt{2}}\langle T_1,T_2,T_3\rangle$ with $T_1=-\sin t$, $T_2=\cos t$, $T_3=1$, and $\mathbf{N}=\langle -\cos t,-\sin t,0\rangle$: (M1)用行列式形式计算 $\mathbf{B}=\mathbf{T}\times\mathbf{N}$。令 $\mathbf{T}=\tfrac{1}{\sqrt{2}}\langle T_1,T_2,T_3\rangle$,其中 $T_1=-\sin t$,$T_2=\cos t$,$T_3=1$,$\mathbf{N}=\langle -\cos t,-\sin t,0\rangle$:(M1)

$$ \mathbf{T}\times\mathbf{N}=\frac{1}{\sqrt{2}}\begin{vmatrix}\mathbf{i}&\mathbf{j}&\mathbf{k}\\-\sin t&\cos t&1\\-\cos t&-\sin t&0\end{vmatrix}. $$

Expanding: (A1 for the expansion)展开:(A1 用于展开)

$$ \mathbf{i}\!\left[\cos t\cdot 0 - 1\cdot(-\sin t)\right]-\mathbf{j}\!\left[(-\sin t)\cdot 0 - 1\cdot(-\cos t)\right]+\mathbf{k}\!\left[(-\sin t)(-\sin t)-\cos t(-\cos t)\right] $$ $$ =\mathbf{i}(\sin t)-\mathbf{j}(\cos t)+\mathbf{k}(\sin^{2}t+\cos^{2}t)=\langle \sin t,\;-\cos t,\;1\rangle. $$

Therefore (M1 for scaling):因此(M1 用于比例缩放):

$$ \mathbf{B}(t)=\frac{1}{\sqrt{2}}\langle \sin t,\;-\cos t,\;1\rangle. \quad\text{(A1)} $$

Verify $|\mathbf{B}|=\tfrac{1}{\sqrt{2}}\sqrt{\sin^{2}t+\cos^{2}t+1}=\tfrac{1}{\sqrt{2}}\cdot\sqrt{2}=1$. (R1) The TNB frame is a right-handed orthonormal basis at every point of the helix.验证 $|\mathbf{B}|=\tfrac{1}{\sqrt{2}}\sqrt{\sin^{2}t+\cos^{2}t+1}=\tfrac{1}{\sqrt{2}}\cdot\sqrt{2}=1$。(R1) TNB标架在螺旋线上每一点处均构成右手正交归一基。

Insight.要点。 Each of $\mathbf{T}$, $\mathbf{N}$, $\mathbf{B}$ is a unit vector; normalize after every computation, never before. The key fact used here (proved in Q4) is that because $\mathbf{T}$ has constant length $1$, $\mathbf{T}'$ is automatically perpendicular to $\mathbf{T}$, so dividing $\mathbf{T}'$ by its magnitude yields a vector that is simultaneously unit and normal. For this helix, $\mathbf{N}$ points directly toward the axis of the cylinder, confirming the geometric meaning: $\mathbf{N}$ points in the direction the curve is turning.$\mathbf{T}$、$\mathbf{N}$、$\mathbf{B}$ 各自均为单位向量,须在每次计算后规范化,而非之前。此处用到的关键事实(在第4题中证明)是:由于 $\mathbf{T}$ 模长恒为 $1$,$\mathbf{T}'$ 自动垂直于 $\mathbf{T}$,因此将 $\mathbf{T}'$ 除以其模长即得同时具有单位长度和法向性质的向量。对于此螺旋线,$\mathbf{N}$ 直接指向柱轴,印证了几何含义:$\mathbf{N}$ 指向曲线转弯的方向。
PART II  ·  DEFINITIONS AND PROOF第II部分  ·  定义与证明Rigorous arguments · 26 marks严格论证 · 26分

Worked Solutions解题过程

Q4HARDPROOFconstant-magnitude vector perpendicular to its derivative模长恒定的向量与其导数垂直[8 marks]

(a) Prove: if $|\mathbf{r}(t)|=c$ then $\mathbf{r}\cdot\mathbf{r}'=0$. (b) Prove the converse. (c) Deduce $\mathbf{T}\perp\mathbf{T}'$ and explain the relevance to $\mathbf{N}$.(a) 证明:若 $|\mathbf{r}(t)|=c$,则 $\mathbf{r}\cdot\mathbf{r}'=0$。(b) 证明逆命题。(c) 由此推断 $\mathbf{T}\perp\mathbf{T}'$ 并解释与 $\mathbf{N}$ 的关联。

Core identity: $\dfrac{d}{dt}[\mathbf{r}\cdot\mathbf{r}]=2\,\mathbf{r}\cdot\mathbf{r}'=0$ when $|\mathbf{r}|^{2}=c^{2}$ is constant.核心恒等式:当 $|\mathbf{r}|^{2}=c^{2}$ 为常数时,$\dfrac{d}{dt}[\mathbf{r}\cdot\mathbf{r}]=2\,\mathbf{r}\cdot\mathbf{r}'=0$。

(a) Constant magnitude implies orthogonality(a) 模长恒定推出正交性 M1·M1·A1·R1

Suppose $|\mathbf{r}(t)|=c$ for all $t$. Squaring: $|\mathbf{r}(t)|^{2}=c^{2}$ is constant. (M1) Rewrite the left side as $\mathbf{r}(t)\cdot\mathbf{r}(t)$ and differentiate both sides with respect to $t$. Apply the product rule for the dot product: (M1)设对所有 $t$ 均有 $|\mathbf{r}(t)|=c$。两边平方:$|\mathbf{r}(t)|^{2}=c^{2}$ 为常数。(M1) 将左侧改写为 $\mathbf{r}(t)\cdot\mathbf{r}(t)$,对两侧关于 $t$ 求导,应用点积的乘积法则:(M1)

$$ \frac{d}{dt}\bigl[\mathbf{r}\cdot\mathbf{r}\bigr]=\mathbf{r}'\cdot\mathbf{r}+\mathbf{r}\cdot\mathbf{r}'=2\,\mathbf{r}\cdot\mathbf{r}'. $$

Since $c^{2}$ is constant, its derivative is zero: $2\,\mathbf{r}\cdot\mathbf{r}'=0$. (A1) Dividing by $2$ gives $\mathbf{r}(t)\cdot\mathbf{r}'(t)=0$, so $\mathbf{r}$ and $\mathbf{r}'$ are orthogonal for all $t$. (R1)由于 $c^{2}$ 为常数,其导数为零:$2\,\mathbf{r}\cdot\mathbf{r}'=0$。(A1) 两侧除以 $2$ 得 $\mathbf{r}(t)\cdot\mathbf{r}'(t)=0$,即 $\mathbf{r}$ 与 $\mathbf{r}'$ 对所有 $t$ 正交。(R1)

(b) Converse(b) 逆命题 M1·A1

Suppose $\mathbf{r}(t)\cdot\mathbf{r}'(t)=0$ for all $t$. Then $\tfrac{d}{dt}|\mathbf{r}|^{2}=\tfrac{d}{dt}[\mathbf{r}\cdot\mathbf{r}]=2\,\mathbf{r}\cdot\mathbf{r}'=0$. (M1) A function with zero derivative is constant, so $|\mathbf{r}(t)|^{2}$ is constant and hence $|\mathbf{r}(t)|$ is constant. (A1)设对所有 $t$ 均有 $\mathbf{r}(t)\cdot\mathbf{r}'(t)=0$。则 $\tfrac{d}{dt}|\mathbf{r}|^{2}=\tfrac{d}{dt}[\mathbf{r}\cdot\mathbf{r}]=2\,\mathbf{r}\cdot\mathbf{r}'=0$。(M1) 导数为零的函数是常数,故 $|\mathbf{r}(t)|^{2}$ 为常数,从而 $|\mathbf{r}(t)|$ 为常数。(A1)

(c) Application to the unit tangent(c) 应用于单位切向量 R1·A1

The unit tangent $\mathbf{T}$ satisfies $|\mathbf{T}(t)|=1$ (constant) for all $t$. By part (a), $\mathbf{T}\cdot\mathbf{T}'=0$ everywhere, i.e. $\mathbf{T}'$ is perpendicular to $\mathbf{T}$. (R1) Therefore $\mathbf{T}'/|\mathbf{T}'|$ is a unit vector that is automatically orthogonal to $\mathbf{T}$: this is exactly the definition of the principal unit normal $\mathbf{N}=\mathbf{T}'/|\mathbf{T}'|$, and the orthogonality $\mathbf{N}\perp\mathbf{T}$ requires no separate verification. (A1)单位切向量 $\mathbf{T}$ 满足对所有 $t$ 有 $|\mathbf{T}(t)|=1$(常数)。由(a),$\mathbf{T}\cdot\mathbf{T}'=0$ 处处成立,即 $\mathbf{T}'$ 垂直于 $\mathbf{T}$。(R1) 因此 $\mathbf{T}'/|\mathbf{T}'|$ 是自动与 $\mathbf{T}$ 正交的单位向量:这正是主单位法向量 $\mathbf{N}=\mathbf{T}'/|\mathbf{T}'|$ 的定义,正交性 $\mathbf{N}\perp\mathbf{T}$ 无需另行验证。(A1)

Insight.要点。 The trick of differentiating $|\mathbf{r}|^{2}=\mathbf{r}\cdot\mathbf{r}$ avoids extracting a square root, which is harder to differentiate. This one lemma powers the entire TNB frame: it shows $\mathbf{T}\perp\mathbf{T}'$ (defining $\mathbf{N}$), and since $\mathbf{B}=\mathbf{T}\times\mathbf{N}$ is a unit cross product of two orthogonal unit vectors, $|\mathbf{B}|=1$ follows immediately from $|\mathbf{T}||\mathbf{N}|\sin(\pi/2)=1$.对 $|\mathbf{r}|^{2}=\mathbf{r}\cdot\mathbf{r}$ 求导的技巧避免了开方运算,后者求导更加繁琐。这一引理支撑了整个TNB标架:它证明了 $\mathbf{T}\perp\mathbf{T}'$(从而定义 $\mathbf{N}$),又因为 $\mathbf{B}=\mathbf{T}\times\mathbf{N}$ 是两个互相正交单位向量的叉积,$|\mathbf{B}|=1$ 立即由 $|\mathbf{T}||\mathbf{N}|\sin(\pi/2)=1$ 得出。
Q5HARDPROOFproduct rules for dot and cross products of vector functions向量函数点积与叉积的乘积法则[8 marks]

$\mathbf{u}=\langle u_1,u_2,u_3\rangle$, $\mathbf{v}=\langle v_1,v_2,v_3\rangle$ differentiable. (a) Prove the dot-product rule from components. (b) State the cross-product rule and show order matters. (c) Verify the dot-product rule for $\mathbf{u}=\langle t,t^2,0\rangle$, $\mathbf{v}=\langle \sin t,0,1\rangle$ at $t=0$.$\mathbf{u}=\langle u_1,u_2,u_3\rangle$,$\mathbf{v}=\langle v_1,v_2,v_3\rangle$ 可微。(a) 由分量定义证明点积乘积法则。(b) 写出叉积乘积法则并说明顺序不可颠倒。(c) 对 $\mathbf{u}=\langle t,t^2,0\rangle$,$\mathbf{v}=\langle \sin t,0,1\rangle$,在 $t=0$ 处验证点积乘积法则。

Answers:答案:  (a) $\tfrac{d}{dt}[\mathbf{u}\cdot\mathbf{v}]=\mathbf{u}'\cdot\mathbf{v}+\mathbf{u}\cdot\mathbf{v}'$  ·  (b) $\tfrac{d}{dt}[\mathbf{u}\times\mathbf{v}]=\mathbf{u}'\times\mathbf{v}+\mathbf{u}\times\mathbf{v}'$  ·  (c) both sides equal $0$ at $t=0$两侧在 $t=0$ 处均等于 $0$

(a) Proof of the dot-product rule(a) 点积乘积法则的证明 M1·M1·A1·R1

Write out $\mathbf{u}\cdot\mathbf{v}=u_1 v_1+u_2 v_2+u_3 v_3$. (M1) Differentiate the scalar sum termwise using the ordinary product rule:写出 $\mathbf{u}\cdot\mathbf{v}=u_1 v_1+u_2 v_2+u_3 v_3$。(M1) 对标量和逐项用普通乘积法则求导:

$$ \frac{d}{dt}[\mathbf{u}\cdot\mathbf{v}]=\frac{d}{dt}(u_1 v_1)+\frac{d}{dt}(u_2 v_2)+\frac{d}{dt}(u_3 v_3) $$ $$ =(u_1'v_1+u_1 v_1')+(u_2'v_2+u_2 v_2')+(u_3'v_3+u_3 v_3'). \quad\text{(M1)} $$

Group the terms: the first and third of each pair form $\mathbf{u}'\cdot\mathbf{v}$; the second form $\mathbf{u}\cdot\mathbf{v}'$. (A1)将各项分组:每对中第一、三项构成 $\mathbf{u}'\cdot\mathbf{v}$,第二项构成 $\mathbf{u}\cdot\mathbf{v}'$。(A1)

$$ =(u_1'v_1+u_2'v_2+u_3'v_3)+(u_1 v_1'+u_2 v_2'+u_3 v_3')=\mathbf{u}'\cdot\mathbf{v}+\mathbf{u}\cdot\mathbf{v}'. \quad\text{(R1)} $$

(b) Cross-product rule and order sensitivity(b) 叉积乘积法则与顺序敏感性 A1·A1

The product rule for the cross product is (A1)叉积的乘积法则为 (A1)

$$ \frac{d}{dt}[\mathbf{u}\times\mathbf{v}]=\mathbf{u}'\times\mathbf{v}+\mathbf{u}\times\mathbf{v}'. $$

Order cannot be reversed in the first term: $\mathbf{u}'\times\mathbf{v}=-\mathbf{v}\times\mathbf{u}'$, so swapping gives a sign error. (A1) For example, take constant $\mathbf{u}=\mathbf{i}$ and $\mathbf{v}(t)=t\mathbf{j}$. Then $\mathbf{u}'=\mathbf{0}$, $\mathbf{v}'=\mathbf{j}$, and $\tfrac{d}{dt}[\mathbf{i}\times t\mathbf{j}]=\mathbf{i}\times\mathbf{j}=\mathbf{k}$; the product rule gives $\mathbf{0}\times t\mathbf{j}+\mathbf{i}\times\mathbf{j}=\mathbf{k}$. Reversing the first term to $t\mathbf{j}\times\mathbf{0}$ still gives zero, but if the derivative were nonzero, the sign would flip.第一项中因子顺序不可对调:$\mathbf{u}'\times\mathbf{v}=-\mathbf{v}\times\mathbf{u}'$,对调会产生符号错误。(A1) 例如,取常向量 $\mathbf{u}=\mathbf{i}$,$\mathbf{v}(t)=t\mathbf{j}$。则 $\mathbf{u}'=\mathbf{0}$,$\mathbf{v}'=\mathbf{j}$,$\tfrac{d}{dt}[\mathbf{i}\times t\mathbf{j}]=\mathbf{i}\times\mathbf{j}=\mathbf{k}$;乘积法则给出 $\mathbf{0}\times t\mathbf{j}+\mathbf{i}\times\mathbf{j}=\mathbf{k}$。将第一项对调为 $t\mathbf{j}\times\mathbf{0}$ 此处结果仍为零,但若导数不为零,符号将会改变。

(c) Numerical verification at $t=0$(c) 在 $t=0$ 处的数值验证 M1·A1

Direct route: $\mathbf{u}\cdot\mathbf{v}=t\sin t+0+0=t\sin t$, so $\tfrac{d}{dt}[t\sin t]=\sin t+t\cos t$. At $t=0$: value $=0+0=0$. (M1)直接法:$\mathbf{u}\cdot\mathbf{v}=t\sin t+0+0=t\sin t$,故 $\tfrac{d}{dt}[t\sin t]=\sin t+t\cos t$。在 $t=0$ 处:值 $=0+0=0$。(M1)

Product-rule route: $\mathbf{u}'=\langle 1,2t,0\rangle$, $\mathbf{v}'=\langle \cos t,0,0\rangle$. Then $\mathbf{u}'\cdot\mathbf{v}=\sin t$ and $\mathbf{u}\cdot\mathbf{v}'=t\cos t$. Sum $=\sin t+t\cos t$. At $t=0$: value $=0+0=0$. Both sides agree. (A1)乘积法则法:$\mathbf{u}'=\langle 1,2t,0\rangle$,$\mathbf{v}'=\langle \cos t,0,0\rangle$。则 $\mathbf{u}'\cdot\mathbf{v}=\sin t$,$\mathbf{u}\cdot\mathbf{v}'=t\cos t$。两项之和 $=\sin t+t\cos t$。在 $t=0$ 处:值 $=0+0=0$。两侧一致。(A1)

Insight.要点。 The dot-product rule is the vector analogue of the scalar product rule; its proof just unpacks the dot product into scalar sums. The cross-product rule looks identical in form but is strictly order-dependent because $\mathbf{u}\times\mathbf{v}=-\mathbf{v}\times\mathbf{u}$. When using the product rule in practice, keep each factor in its original left-right position: $\mathbf{u}'\times\mathbf{v}$, not $\mathbf{v}\times\mathbf{u}'$.点积乘积法则是标量乘积法则的向量类比,其证明只是将点积展开为标量和。叉积乘积法则形式上看起来相同,但由于 $\mathbf{u}\times\mathbf{v}=-\mathbf{v}\times\mathbf{u}$,顺序严格相关。实际使用乘积法则时,应保持每个因子在原有的左右位置:$\mathbf{u}'\times\mathbf{v}$,而非 $\mathbf{v}\times\mathbf{u}'$。
Q6HARDPROOFdecomposition of acceleration into tangential and normal components加速度的切向与法向分量分解[10 marks]

(a) Derive $\mathbf{a}=a_T\mathbf{T}+a_N\mathbf{N}$ starting from $\mathbf{v}=v\mathbf{T}$. (b) Derive the formulas $a_T=\mathbf{r}'\cdot\mathbf{r}''/|\mathbf{r}'|$ and $a_N=|\mathbf{r}'\times\mathbf{r}''|/|\mathbf{r}'|$.(a) 从 $\mathbf{v}=v\mathbf{T}$ 出发推导 $\mathbf{a}=a_T\mathbf{T}+a_N\mathbf{N}$。(b) 推导公式 $a_T=\mathbf{r}'\cdot\mathbf{r}''/|\mathbf{r}'|$ 与 $a_N=|\mathbf{r}'\times\mathbf{r}''|/|\mathbf{r}'|$。

Key result: $\mathbf{a}=\dot{v}\mathbf{T}+\kappa v^{2}\mathbf{N}$ where $\kappa=|\mathbf{T}'|/v$.核心结论:$\mathbf{a}=\dot{v}\mathbf{T}+\kappa v^{2}\mathbf{N}$,其中 $\kappa=|\mathbf{T}'|/v$。

(a) Deriving the decomposition(a) 推导分解式 M1·M1·M1·A1·M1·A1·B1

Since $\mathbf{T}=\mathbf{v}/v$, we have $\mathbf{v}=v\mathbf{T}$ where $v=|\mathbf{v}|=|\mathbf{r}'|$. (M1) Differentiate with respect to $t$ using the scalar-vector product rule:由于 $\mathbf{T}=\mathbf{v}/v$,有 $\mathbf{v}=v\mathbf{T}$,其中 $v=|\mathbf{v}|=|\mathbf{r}'|$。(M1) 对 $t$ 使用标量-向量乘积法则求导:

$$ \mathbf{a}=\frac{d\mathbf{v}}{dt}=\frac{dv}{dt}\mathbf{T}+v\frac{d\mathbf{T}}{dt}=\dot{v}\mathbf{T}+v\mathbf{T}'. \quad\text{(M1)} $$

Now $\mathbf{T}'=\tfrac{d\mathbf{T}}{dt}$. Since $\mathbf{T}$ is a unit vector, $\mathbf{T}'$ is perpendicular to $\mathbf{T}$ (Q4). Define curvature $\kappa=|\mathbf{T}'|/v$ (the rate of turning per unit arc length), so $|\mathbf{T}'|=\kappa v$. (M1) Because $\mathbf{N}=\mathbf{T}'/|\mathbf{T}'|$, we have $\mathbf{T}'=|\mathbf{T}'|\mathbf{N}=\kappa v\mathbf{N}$. (A1) Substituting:其中 $\mathbf{T}'=\tfrac{d\mathbf{T}}{dt}$。由于 $\mathbf{T}$ 是单位向量,$\mathbf{T}'$ 垂直于 $\mathbf{T}$(第4题)。定义曲率 $\kappa=|\mathbf{T}'|/v$(单位弧长的转向速率),故 $|\mathbf{T}'|=\kappa v$。(M1) 由于 $\mathbf{N}=\mathbf{T}'/|\mathbf{T}'|$,得 $\mathbf{T}'=|\mathbf{T}'|\mathbf{N}=\kappa v\mathbf{N}$。(A1) 代入:

$$ \mathbf{a}=\dot{v}\mathbf{T}+v(\kappa v\mathbf{N})=\underbrace{\dot{v}}_{a_T}\mathbf{T}+\underbrace{\kappa v^{2}}_{a_N}\mathbf{N}. \quad\text{(M1·A1)} $$

So $a_T=dv/dt$ (tangential: rate of change of speed) and $a_N=\kappa v^{2}$ (normal: centripetal). (B1 for naming both)因此 $a_T=dv/dt$(切向:速率的变化率),$a_N=\kappa v^{2}$(法向:向心加速度)。(B1 用于命名两者)

(b) Expressing $a_T$ and $a_N$ via $\mathbf{r}'$, $\mathbf{r}''$(b) 用 $\mathbf{r}'$ 与 $\mathbf{r}''$ 表达 $a_T$ 与 $a_N$ M1·A1·M1·A1

For $a_T$: take the dot product of $\mathbf{a}=\mathbf{r}''$ with $\mathbf{T}=\mathbf{r}'/|\mathbf{r}'|$. Since $\mathbf{T}\cdot\mathbf{T}=1$ and $\mathbf{N}\cdot\mathbf{T}=0$, (M1)对于 $a_T$:将 $\mathbf{a}=\mathbf{r}''$ 与 $\mathbf{T}=\mathbf{r}'/|\mathbf{r}'|$ 作点积。由于 $\mathbf{T}\cdot\mathbf{T}=1$ 且 $\mathbf{N}\cdot\mathbf{T}=0$,(M1)

$$ \mathbf{r}''\cdot\mathbf{T}=a_T\underbrace{\mathbf{T}\cdot\mathbf{T}}_{1}+a_N\underbrace{\mathbf{N}\cdot\mathbf{T}}_{0}=a_T,\quad\text{so}\quad a_T=\mathbf{r}''\cdot\frac{\mathbf{r}'}{|\mathbf{r}'|}=\frac{\mathbf{r}'\cdot\mathbf{r}''}{|\mathbf{r}'|}. \quad\text{(A1)} $$

For $a_N$: take the cross product of $\mathbf{r}'=v\mathbf{T}$ with $\mathbf{r}''=a_T\mathbf{T}+a_N\mathbf{N}$. Since $\mathbf{T}\times\mathbf{T}=\mathbf{0}$ and $|\mathbf{T}\times\mathbf{N}|=|\mathbf{B}|=1$, (M1)对于 $a_N$:将 $\mathbf{r}'=v\mathbf{T}$ 与 $\mathbf{r}''=a_T\mathbf{T}+a_N\mathbf{N}$ 作叉积。由于 $\mathbf{T}\times\mathbf{T}=\mathbf{0}$ 且 $|\mathbf{T}\times\mathbf{N}|=|\mathbf{B}|=1$,(M1)

$$ \mathbf{r}'\times\mathbf{r}''=v\mathbf{T}\times(a_T\mathbf{T}+a_N\mathbf{N})=v\,a_T(\mathbf{T}\times\mathbf{T})+v\,a_N(\mathbf{T}\times\mathbf{N})=v\,a_N\mathbf{B}. $$

Taking magnitudes, $|\mathbf{r}'\times\mathbf{r}''|=v\,a_N|\mathbf{B}|=v\,a_N$ (since $a_N\ge0$). Thus $a_N=|\mathbf{r}'\times\mathbf{r}''|/v=|\mathbf{r}'\times\mathbf{r}''|/|\mathbf{r}'|$. (A1)取模长,$|\mathbf{r}'\times\mathbf{r}''|=v\,a_N|\mathbf{B}|=v\,a_N$(因 $a_N\ge0$)。因此 $a_N=|\mathbf{r}'\times\mathbf{r}''|/v=|\mathbf{r}'\times\mathbf{r}''|/|\mathbf{r}'|$。(A1)

Insight.要点。 The tangential component $a_T$ measures how fast speed changes; the normal component $a_N$ measures the centripetal pull needed to curve the path. On a circle of radius $r$ at constant speed $v$, $a_T=0$ and $a_N=\kappa v^2=(1/r)v^2=v^2/r$, recovering the familiar centripetal formula. The cross-product formula for $a_N$ is the practical workhorse: it avoids computing $\kappa$, $\mathbf{T}$, and $\mathbf{N}$ separately.切向分量 $a_T$ 衡量速率的变化快慢;法向分量 $a_N$ 衡量使路径弯曲所需的向心力。在半径为 $r$、速率恒定为 $v$ 的圆上,$a_T=0$,$a_N=\kappa v^2=(1/r)v^2=v^2/r$,还原了熟悉的向心加速度公式。叉积公式计算 $a_N$ 是实践中最实用的方法:它避免了分别计算 $\kappa$、$\mathbf{T}$ 和 $\mathbf{N}$。
PART III  ·  APPLICATIONS AND SYNTHESIS第III部分  ·  应用与综合Extended problems · 28 marks综合题 · 28分

Worked Solutions解题过程

Q7MEDIUMAPPLIEDcurvature of a plane curve and a space curve平面曲线与空间曲线的曲率[8 marks]

(a) Curvature of $y=x^{2}$ at $x=0$ and $x=1$; (b) curvature of $\mathbf{r}(t)=\langle a\cos t, a\sin t, bt\rangle$ via the cross-product formula.(a) 抛物线 $y=x^{2}$ 在 $x=0$ 与 $x=1$ 处的曲率;(b) 用叉积公式求 $\mathbf{r}(t)=\langle a\cos t, a\sin t, bt\rangle$ 的曲率。

Answers:答案:  (a) $\kappa(0)=2$, $\kappa(1)=\dfrac{2}{5\sqrt{5}}$  ·  (b) $\kappa=\dfrac{a}{a^{2}+b^{2}}$

(a) Plane-curve curvature formula(a) 平面曲线曲率公式 M1·A1·M1·A1

For $y=x^{2}$: $y'=2x$ and $y''=2$. The plane-curve formula is $\kappa=|y''|/(1+y'^{2})^{3/2}$. (M1)对于 $y=x^{2}$:$y'=2x$,$y''=2$。平面曲线公式为 $\kappa=|y''|/(1+y'^{2})^{3/2}$。(M1)

At $x=0$: $\kappa(0)=2/(1+0)^{3/2}=2$. (A1)在 $x=0$ 处:$\kappa(0)=2/(1+0)^{3/2}=2$。(A1)

At $x=1$: $y'=2$, so $\kappa(1)=2/(1+4)^{3/2}=2/5^{3/2}=2/(5\sqrt{5})$. (M1·A1)在 $x=1$ 处:$y'=2$,故 $\kappa(1)=2/(1+4)^{3/2}=2/5^{3/2}=2/(5\sqrt{5})$。(M1·A1)

(b) Curvature of the general helix by the cross-product formula(b) 用叉积公式求一般螺旋线的曲率 M1·A1·M1·A1

Compute $\mathbf{r}'$ and $\mathbf{r}''$: (M1)计算 $\mathbf{r}'$ 与 $\mathbf{r}''$:(M1)

$$ \mathbf{r}'(t)=\langle -a\sin t,\;a\cos t,\;b\rangle,\qquad \mathbf{r}''(t)=\langle -a\cos t,\;-a\sin t,\;0\rangle. $$

Compute the cross product $\mathbf{r}'\times\mathbf{r}''$:计算叉积 $\mathbf{r}'\times\mathbf{r}''$:

$$ \mathbf{r}'\times\mathbf{r}''=\begin{vmatrix}\mathbf{i}&\mathbf{j}&\mathbf{k}\\-a\sin t&a\cos t&b\\-a\cos t&-a\sin t&0\end{vmatrix} $$ $$ =\mathbf{i}(a\cos t\cdot 0-b(-a\sin t))-\mathbf{j}((-a\sin t)\cdot0-b(-a\cos t))+\mathbf{k}((-a\sin t)(-a\sin t)-(a\cos t)(-a\cos t)) $$ $$ =\mathbf{i}(ab\sin t)-\mathbf{j}(ab\cos t)+\mathbf{k}(a^{2}\sin^{2}t+a^{2}\cos^{2}t)=\langle ab\sin t,\;-ab\cos t,\;a^{2}\rangle. $$

(A1) Compute the magnitudes:(A1) 计算模长:

$$ |\mathbf{r}'\times\mathbf{r}''|=\sqrt{a^{2}b^{2}\sin^{2}t+a^{2}b^{2}\cos^{2}t+a^{4}}=\sqrt{a^{2}b^{2}+a^{4}}=a\sqrt{a^{2}+b^{2}}, $$ $$ |\mathbf{r}'|=\sqrt{a^{2}\sin^{2}t+a^{2}\cos^{2}t+b^{2}}=\sqrt{a^{2}+b^{2}}. \quad\text{(M1)} $$

Apply the formula $\kappa=|\mathbf{r}'\times\mathbf{r}''|/|\mathbf{r}'|^{3}$:应用公式 $\kappa=|\mathbf{r}'\times\mathbf{r}''|/|\mathbf{r}'|^{3}$:

$$ \kappa=\frac{a\sqrt{a^{2}+b^{2}}}{\bigl(\sqrt{a^{2}+b^{2}}\bigr)^{3}}=\frac{a\sqrt{a^{2}+b^{2}}}{(a^{2}+b^{2})^{3/2}}=\frac{a}{a^{2}+b^{2}}. \quad\text{(A1)} $$
Insight.要点。 The curvature of the parabola is largest at the vertex ($x=0$) and decreases as the arms flatten. For the helix, curvature is constant (independent of $t$): this is the defining geometric property of a helix, which locally "curves" exactly as a circle of radius $(a^2+b^2)/a$. Setting $b=0$ gives a circle of radius $a$ with $\kappa=1/a$, confirming the formula. The cross-product formula is indispensable for space curves: the plane formula $|y''|/(1+y'^2)^{3/2}$ applies only when the curve is the graph of a function of one variable.抛物线的曲率在顶点处($x=0$)最大,随两臂趋于平坦而减小。螺旋线的曲率为常数(与 $t$ 无关):这是螺旋线的定义性几何性质,其局部弯曲程度恰好等同于半径为 $(a^2+b^2)/a$ 的圆。令 $b=0$ 得半径为 $a$ 的圆,此时 $\kappa=1/a$,验证了公式。叉积公式对空间曲线不可或缺:平面公式 $|y''|/(1+y'^2)^{3/2}$ 仅适用于曲线为单变量函数图像的情形。
Q8HARDAPPLIEDcurvature via the cross-product formula for a polynomial space curve用叉积公式求多项式空间曲线的曲率[8 marks]

For $\mathbf{r}(t)=\langle t,\, t^{2},\, \tfrac{2}{3}t^{3}\rangle$: (a) $\mathbf{r}'$ and $\mathbf{r}''$; (b) $\mathbf{r}'\times\mathbf{r}''$; (c) $\kappa(t)$; (d) $\kappa(0)$ and its geometric meaning.设 $\mathbf{r}(t)=\langle t,\, t^{2},\, \tfrac{2}{3}t^{3}\rangle$:(a) $\mathbf{r}'$ 与 $\mathbf{r}''$;(b) $\mathbf{r}'\times\mathbf{r}''$;(c) $\kappa(t)$;(d) $\kappa(0)$ 及其几何意义。

Answers:答案:  (a) $\langle 1,2t,2t^{2}\rangle$; $\langle 0,2,4t\rangle$  ·  (b) $\langle 4t^{2},-4t,2\rangle$  ·  (c) $\kappa(t)=\dfrac{2}{(1+2t^{2})^{2}}$  ·  (d) $\kappa(0)=2$

(a) Derivatives(a) 导数 A1

$$ \mathbf{r}'(t)=\langle 1,\;2t,\;2t^{2}\rangle,\qquad \mathbf{r}''(t)=\langle 0,\;2,\;4t\rangle. \quad\text{(A1)} $$

(b) Cross product $\mathbf{r}'\times\mathbf{r}''$(b) 叉积 $\mathbf{r}'\times\mathbf{r}''$ M1·A1·A1

$$ \mathbf{r}'\times\mathbf{r}''=\begin{vmatrix}\mathbf{i}&\mathbf{j}&\mathbf{k}\\1&2t&2t^{2}\\0&2&4t\end{vmatrix}. \quad\text{(M1)} $$

Expanding: (A1 for expansion)展开:(A1 用于展开)

$$ \mathbf{i}(2t\cdot 4t-2t^{2}\cdot 2)-\mathbf{j}(1\cdot 4t-2t^{2}\cdot 0)+\mathbf{k}(1\cdot 2-2t\cdot 0) $$ $$ =\mathbf{i}(8t^{2}-4t^{2})-\mathbf{j}(4t)+\mathbf{k}(2)=\langle 4t^{2},\;-4t,\;2\rangle. \quad\text{(A1)} $$

(c) Curvature $\kappa(t)$(c) 曲率 $\kappa(t)$ M1·A1·A1

Compute the magnitudes: (M1)计算模长:(M1)

$$ |\mathbf{r}'\times\mathbf{r}''|=\sqrt{16t^{4}+16t^{2}+4}=2\sqrt{4t^{4}+4t^{2}+1}=2(2t^{2}+1), $$

since $(2t^{2}+1)^{2}=4t^{4}+4t^{2}+1\ge0$. (A1)因为 $(2t^{2}+1)^{2}=4t^{4}+4t^{2}+1\ge0$。(A1)

$$ |\mathbf{r}'|=\sqrt{1+4t^{2}+4t^{4}}=\sqrt{(1+2t^{2})^{2}}=1+2t^{2}. $$

Apply $\kappa=|\mathbf{r}'\times\mathbf{r}''|/|\mathbf{r}'|^{3}$:应用 $\kappa=|\mathbf{r}'\times\mathbf{r}''|/|\mathbf{r}'|^{3}$:

$$ \kappa(t)=\frac{2(2t^{2}+1)}{(1+2t^{2})^{3}}=\frac{2}{(1+2t^{2})^{2}}. \quad\text{(A1)} $$

(d) Value and interpretation at $t=0$(d) $t=0$ 处的值与解释 A1

$\kappa(0)=2/(1+0)^{2}=2$. At $t=0$ the curve passes through the origin with $\mathbf{r}(0)=\mathbf{0}$ and $\mathbf{r}'(0)=\mathbf{i}$, so it is moving in the $x$-direction. The curvature $\kappa=2$ means the osculating circle at the origin has radius $1/2$, the same radius of curvature as the parabola $y=x^{2}$ at its vertex (Q7a, where $\kappa=2$). (A1)$\kappa(0)=2/(1+0)^{2}=2$。在 $t=0$ 时,曲线过原点,$\mathbf{r}(0)=\mathbf{0}$,$\mathbf{r}'(0)=\mathbf{i}$,即沿 $x$ 方向运动。曲率 $\kappa=2$ 意味着原点处密切圆半径为 $1/2$,与抛物线 $y=x^{2}$ 在顶点处的曲率半径相同(第7(a)题,$\kappa=2$)。(A1)

Insight.要点。 Both $|\mathbf{r}'|^2=1+4t^2+4t^4=(1+2t^2)^2$ and $|\mathbf{r}'\times\mathbf{r}''|$ factor into perfect squares, making the curvature formula elementary. Recognizing these perfect-square factorizations is the single most useful algebraic skill in hand-computed curvature problems. As $t\to\infty$, $\kappa(t)\to0$: the curve becomes asymptotically straight, consistent with the $t^3$ component dominating and straightening the path.$|\mathbf{r}'|^2=1+4t^2+4t^4=(1+2t^2)^2$ 和 $|\mathbf{r}'\times\mathbf{r}''|$ 均可因式分解为完全平方,使曲率公式变得简洁。识别这类完全平方因式分解是手算曲率题目中最有用的代数技巧。当 $t\to\infty$ 时,$\kappa(t)\to0$:曲线渐近趋于直线,与 $t^3$ 分量占主导从而拉直路径相吻合。
Q9HARDAPPLIEDarc-length reparametrization of a helix螺旋线的弧长重参数化[6 marks]

For $\mathbf{r}(t)=\langle 3\cos t, 3\sin t, 4t\rangle$: (a) arc-length function $s(t)$ and its inverse; (b) arc-length parametrization $\mathbf{r}(s)$; (c) verify $|d\mathbf{r}/ds|=1$.设 $\mathbf{r}(t)=\langle 3\cos t, 3\sin t, 4t\rangle$:(a) 弧长函数 $s(t)$ 及其反函数;(b) 弧长参数化 $\mathbf{r}(s)$;(c) 验证 $|d\mathbf{r}/ds|=1$。

Answers:答案:  (a) $s=5t$, $t=s/5$  ·  (b) $\mathbf{r}(s)=\langle 3\cos(s/5),\,3\sin(s/5),\,4s/5\rangle$  ·  (c) $|d\mathbf{r}/ds|=1$

(a) Arc-length function and its inverse(a) 弧长函数及其反函数 M1·A1

From Q2, $|\mathbf{r}'(t)|=5$ is constant. The arc-length function starting at $t=0$ is (M1)由第2题,$|\mathbf{r}'(t)|=5$ 为常数。从 $t=0$ 出发的弧长函数为 (M1)

$$ s(t)=\int_0^t|\mathbf{r}'(u)|\,du=\int_0^t 5\,du=5t. $$

Solving for $t$: $t=s/5$. (A1) Because the speed is constant, $s$ and $t$ are proportional; the reparametrization is purely a rescaling of time.解出 $t$:$t=s/5$。(A1) 由于速率恒定,$s$ 与 $t$ 成正比,重参数化仅是时间的重新缩放。

(b) Arc-length parametrization(b) 弧长参数化 M1·A1

Substitute $t=s/5$ into $\mathbf{r}(t)$: (M1)将 $t=s/5$ 代入 $\mathbf{r}(t)$:(M1)

$$ \mathbf{r}(s)=\Big\langle 3\cos\tfrac{s}{5},\;3\sin\tfrac{s}{5},\;\tfrac{4s}{5}\Big\rangle. \quad\text{(A1)} $$

(c) Verify unit speed(c) 验证单位速率 M1·A1

Differentiate $\mathbf{r}(s)$ with respect to $s$: (M1)将 $\mathbf{r}(s)$ 关于 $s$ 求导:(M1)

$$ \frac{d\mathbf{r}}{ds}=\Big\langle -\tfrac{3}{5}\sin\tfrac{s}{5},\;\tfrac{3}{5}\cos\tfrac{s}{5},\;\tfrac{4}{5}\Big\rangle. $$

Compute the magnitude:计算模长:

$$ \left|\frac{d\mathbf{r}}{ds}\right|=\sqrt{\tfrac{9}{25}\sin^{2}\tfrac{s}{5}+\tfrac{9}{25}\cos^{2}\tfrac{s}{5}+\tfrac{16}{25}}=\sqrt{\tfrac{9}{25}+\tfrac{16}{25}}=\sqrt{\tfrac{25}{25}}=1. \quad\text{(A1)} $$
Insight.要点。 Arc-length reparametrization is uniquely characterized by the unit-speed condition $|d\mathbf{r}/ds|=1$: the parameter $s$ measures actual distance along the curve. This makes curvature easiest to define ($\kappa=|d\mathbf{T}/ds|$) but hardest to compute by hand, since inverting $s(t)$ requires a closed-form integral. The helix is one of the rare cases where $s(t)$ is elementary, thanks to the constant speed. For most curves, arc-length parametrization is used theoretically but not computed explicitly.弧长重参数化由单位速率条件 $|d\mathbf{r}/ds|=1$ 唯一刻画:参数 $s$ 度量沿曲线的实际距离。这使得曲率定义最简洁($\kappa=|d\mathbf{T}/ds|$),但手算最困难,因为求 $s(t)$ 的反函数需要封闭形式的积分。螺旋线是极少数 $s(t)$ 为初等函数的情况之一,得益于速率恒定。对大多数曲线,弧长参数化仅在理论上使用,不作显式计算。
Q10HARDAPPLIEDmotion in space: velocity, acceleration, and $a_T$/$a_N$ components空间运动:速度、加速度与 $a_T$/$a_N$ 分量[6 marks]

For $\mathbf{r}(t)=\langle t^{2}-1,\;2t,\;t^{2}\rangle$: (a) $\mathbf{v}$, $\mathbf{a}$, speed $v$; (b) $a_T$ and $a_N$ at $t=1$; (c) verify $|\mathbf{a}|^{2}=a_T^{2}+a_N^{2}$ at $t=1$.设 $\mathbf{r}(t)=\langle t^{2}-1,\;2t,\;t^{2}\rangle$:(a) $\mathbf{v}$、$\mathbf{a}$、速率 $v$;(b) $t=1$ 处的 $a_T$ 与 $a_N$;(c) 在 $t=1$ 处验证 $|\mathbf{a}|^{2}=a_T^{2}+a_N^{2}$。

Answers:答案:  (a) $\mathbf{v}=\langle 2t,2,2t\rangle$; $\mathbf{a}=\langle 2,0,2\rangle$; $v=2\sqrt{2t^{2}+1}$  ·  (b) $a_T=\tfrac{4\sqrt{3}}{3}$, $a_N=\tfrac{2\sqrt{6}}{3}$  ·  (c) $|\mathbf{a}|^{2}=8=a_T^{2}+a_N^{2}$

(a) Velocity, acceleration, speed(a) 速度、加速度与速率 M1·A1

Differentiate componentwise: (M1)逐分量求导:(M1)

$$ \mathbf{v}(t)=\mathbf{r}'(t)=\langle 2t,\;2,\;2t\rangle,\qquad \mathbf{a}(t)=\mathbf{r}''(t)=\langle 2,\;0,\;2\rangle. $$ $$ v(t)=|\mathbf{v}|=\sqrt{4t^{2}+4+4t^{2}}=\sqrt{8t^{2}+4}=2\sqrt{2t^{2}+1}. \quad\text{(A1)} $$

(b) Tangential and normal components at $t=1$(b) $t=1$ 处的切向与法向分量 M1·A1·M1·A1

At $t=1$: $\mathbf{v}=\langle 2,2,2\rangle$, $v=2\sqrt{3}$, $\mathbf{a}=\langle 2,0,2\rangle$. (M1)在 $t=1$ 处:$\mathbf{v}=\langle 2,2,2\rangle$,$v=2\sqrt{3}$,$\mathbf{a}=\langle 2,0,2\rangle$。(M1)

$$ a_T=\frac{\mathbf{v}\cdot\mathbf{a}}{|\mathbf{v}|}=\frac{4+0+4}{2\sqrt{3}}=\frac{8}{2\sqrt{3}}=\frac{4}{\sqrt{3}}=\frac{4\sqrt{3}}{3}. \quad\text{(A1)} $$

Compute $\mathbf{v}\times\mathbf{a}$: (M1)计算 $\mathbf{v}\times\mathbf{a}$:(M1)

$$ \mathbf{v}\times\mathbf{a}=\begin{vmatrix}\mathbf{i}&\mathbf{j}&\mathbf{k}\\2&2&2\\2&0&2\end{vmatrix}=\mathbf{i}(4-0)-\mathbf{j}(4-4)+\mathbf{k}(0-4)=\langle 4,\;0,\;-4\rangle. $$ $$ |\mathbf{v}\times\mathbf{a}|=\sqrt{16+0+16}=4\sqrt{2}. $$ $$ a_N=\frac{|\mathbf{v}\times\mathbf{a}|}{|\mathbf{v}|}=\frac{4\sqrt{2}}{2\sqrt{3}}=\frac{2\sqrt{2}}{\sqrt{3}}=\frac{2\sqrt{6}}{3}. \quad\text{(A1)} $$

(c) Pythagorean identity check(c) 勾股恒等式验证 A1

$|\mathbf{a}|^{2}=4+0+4=8$. Compute $a_T^{2}+a_N^{2}$:$|\mathbf{a}|^{2}=4+0+4=8$。计算 $a_T^{2}+a_N^{2}$:

$$ a_T^{2}+a_N^{2}=\frac{48}{9}+\frac{24}{9}=\frac{72}{9}=8=|\mathbf{a}|^{2}.\checkmark \quad\text{(A1)} $$
Insight.要点。 The identity $|\mathbf{a}|^2=a_T^2+a_N^2$ is just the Pythagorean theorem in the $\mathbf{T}$-$\mathbf{N}$ plane: since $\mathbf{T}$ and $\mathbf{N}$ are orthogonal unit vectors, $|a_T\mathbf{T}+a_N\mathbf{N}|^2=a_T^2+a_N^2$. It is the fastest consistency check on $a_T$ and $a_N$ computations. Notice $a_T=dv/dt=d(2\sqrt{2t^2+1})/dt|_{t=1}=4t/\sqrt{2t^2+1}|_{t=1}=4/\sqrt{3}=4\sqrt3/3$, confirming the formula from Q6(a).恒等式 $|\mathbf{a}|^2=a_T^2+a_N^2$ 恰是 $\mathbf{T}$-$\mathbf{N}$ 平面中的勾股定理:由于 $\mathbf{T}$ 与 $\mathbf{N}$ 是互相正交的单位向量,$|a_T\mathbf{T}+a_N\mathbf{N}|^2=a_T^2+a_N^2$。这是验证 $a_T$ 与 $a_N$ 计算结果是否正确的最快方法。注意 $a_T=dv/dt=d(2\sqrt{2t^2+1})/dt|_{t=1}=4t/\sqrt{2t^2+1}|_{t=1}=4/\sqrt{3}=4\sqrt3/3$,印证了第6(a)题的公式。