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Unit C6 · Solutions

Multiple Integrals · Solutions

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

MEDIUM HARD CORE PROOF APPLIED

Sections 1 to 7: double integrals (rectangles, general regions, polar), triple integrals, cylindrical and spherical coordinates, change of variables, and applicationsCALC III1 至 7 节:二重积分(矩形区域、一般区域、极坐标),三重积分,柱坐标与球坐标,变量替换及应用CALC III



PART I  ·  CORE TECHNIQUESComputational fluency · 28 marks计算熟练度 · 28 分

Worked Solutions详解

Q1MEDIUMCOREdouble integral over a rectangle, Fubini's theorem矩形区域上的二重积分,Fubini 定理[8 marks]

(a) Evaluate $\iint_{R}(3x^{2}y+2y)\,dA$ over $R=[0,2]\times[1,3]$, integrating $x$ first; (b) for $g(x,y)=xe^{xy}$, write both iterated integrals and evaluate the tractable one.(a) 先对 $x$ 积分,计算 $R=[0,2]\times[1,3]$ 上的 $\iint_{R}(3x^{2}y+2y)\,dA$;(b) 对 $g(x,y)=xe^{xy}$,写出两个累次积分,并计算可化简的那个。

Answers:答案:  (a) $48$  ·  (b) $\dfrac{1}{3}(e^{6}-1)-(e^{2}-1)$

(a) Apply Fubini: integrate $x$ then $y$(a) 应用 Fubini:先对 $x$ 后对 $y$ 积分 M1·A1·M1·A1

Fubini's theorem states that for a continuous function on a rectangle, the double integral equals either iterated integral. Integrating $x$ first over $[0,2]$: (M1)Fubini 定理指出,对于矩形上的连续函数,二重积分等于任意一种累次积分。先对 $[0,2]$ 上的 $x$ 积分:(M1)

$$\iint_{R}(3x^{2}y+2y)\,dA = \int_{1}^{3}\!\int_{0}^{2}(3x^{2}y+2y)\,dx\,dy = \int_{1}^{3}\Bigl[x^{3}y+2xy\Bigr]_{0}^{2}dy.$$

Evaluating the inner integral: $[x^{3}y+2xy]_0^2 = 8y+4y=12y$. (A1) Now integrate over $y$: (M1)计算内层积分:$[x^{3}y+2xy]_0^2 = 8y+4y=12y$。(A1) 再对 $y$ 积分:(M1)

$$\int_{1}^{3}12y\,dy = \Bigl[6y^{2}\Bigr]_{1}^{3} = 6(9)-6(1) = 54-6 = 48.$$

(A1)

(b) Two iterated integrals; choose $dy\,dx$(b) 两种累次积分,选择 $dy\,dx$ 次序 M1·A1·M1·A1

Fubini guarantees (M1)Fubini 定理保证 (M1)

$$\int_{0}^{2}\!\int_{1}^{3}xe^{xy}\,dy\,dx = \int_{1}^{3}\!\int_{0}^{2}xe^{xy}\,dx\,dy.$$

The $dy\,dx$ order has inner integral $\int_{1}^{3}xe^{xy}\,dy = \bigl[e^{xy}\bigr]_{y=1}^{y=3}=e^{3x}-e^{x}$, which is elementary. (A1) Integrating over $x$: (M1)$dy\,dx$ 次序的内层积分为 $\int_{1}^{3}xe^{xy}\,dy = \bigl[e^{xy}\bigr]_{y=1}^{y=3}=e^{3x}-e^{x}$,可化为初等形式。(A1) 再对 $x$ 积分:(M1)

$$\int_{0}^{2}(e^{3x}-e^{x})\,dx = \Bigl[\tfrac{1}{3}e^{3x}-e^{x}\Bigr]_{0}^{2} = \tfrac{1}{3}e^{6}-e^{2} - \bigl(\tfrac{1}{3}-1\bigr) = \tfrac{1}{3}(e^{6}-1)-(e^{2}-1).$$

(A1) (The $dx\,dy$ order requires integrating $xe^{xy}$ with respect to $x$, which does not simplify in closed form over a fixed rectangle.)(A1)($dx\,dy$ 次序需对 $x$ 积分 $xe^{xy}$,在固定矩形上无法化为初等闭合形式。)

Insight.要点。 Fubini is not a computation strategy in itself; it is permission to choose an order. The skill is recognising which inner integral is antidifferentiable. Here $\int e^{xy}dy = \frac{e^{xy}}{x}$ has the coefficient $x$ already in the integrand, so $dy$ first is natural. Always write down both iterated integrals first, then pick the tractable one.Fubini 定理本身不是计算策略,而是允许选择积分次序的依据。关键在于判断哪个内层积分有原函数。此处 $\int e^{xy}dy = \frac{e^{xy}}{x}$,被积函数中已含系数 $x$,故先对 $dy$ 积分是自然的选择。始终先写出两种累次积分,再挑选可化简的那个。
Q2MEDIUMCOREdouble integral over a Type I and Type II region第 I 型与第 II 型区域上的二重积分[8 marks]

$D$ bounded by $y=x^{2}$ and $y=2x$: (a) Type I setup for $\iint_{D}(x+y)\,dA$; (b) evaluate; (c) Type II form (do not evaluate).$D$ 由 $y=x^{2}$ 与 $y=2x$ 围成:(a) 将 $\iint_{D}(x+y)\,dA$ 设置为第 I 型;(b) 计算;(c) 写出第 II 型形式(无需计算)。

Answers:答案:  (a) $\int_{0}^{2}\!\int_{x^{2}}^{2x}(x+y)\,dy\,dx$  ·  (b) $\dfrac{52}{15}$  ·  (c) $\int_{0}^{4}\!\int_{y/2}^{\sqrt{y}}(x+y)\,dx\,dy$

(a) Intersection and Type I limits(a) 交点与第 I 型积分限 M1·A1·A1

Find intersections: $x^{2}=2x$ gives $x(x-2)=0$, so $x=0$ and $x=2$. (M1) For $0\le x\le2$, the parabola $y=x^{2}$ lies below the line $y=2x$, so $D$ is the Type I region $0\le x\le2$, $x^{2}\le y\le2x$. (A1) The iterated integral is求交点:$x^{2}=2x$ 给出 $x(x-2)=0$,即 $x=0$ 与 $x=2$。(M1) 当 $0\le x\le2$ 时,抛物线 $y=x^{2}$ 在直线 $y=2x$ 下方,故 $D$ 为第 I 型区域,$0\le x\le2$,$x^{2}\le y\le2x$。(A1) 累次积分为

$$\iint_{D}(x+y)\,dA = \int_{0}^{2}\!\int_{x^{2}}^{2x}(x+y)\,dy\,dx. \quad \text{(A1)}$$

(b) Evaluate the iterated integral(b) 计算累次积分 M1·A1·M1·A1

Inner integral over $y$: (M1)对 $y$ 的内层积分:(M1)

$$\int_{x^{2}}^{2x}(x+y)\,dy = \Bigl[xy+\tfrac{y^{2}}{2}\Bigr]_{x^{2}}^{2x} = \bigl(2x^{2}+2x^{2}\bigr)-\bigl(x^{3}+\tfrac{x^{4}}{2}\bigr) = 4x^{2}-x^{3}-\tfrac{x^{4}}{2}.$$

(A1) Outer integral: (M1)(A1) 外层积分:(M1)

$$\int_{0}^{2}\!\Bigl(4x^{2}-x^{3}-\tfrac{x^{4}}{2}\Bigr)\,dx = \Bigl[\tfrac{4x^{3}}{3}-\tfrac{x^{4}}{4}-\tfrac{x^{5}}{10}\Bigr]_{0}^{2} = \tfrac{32}{3}-4-\tfrac{32}{10}.$$

Converting to a common denominator of 30: $\tfrac{320}{30}-\tfrac{120}{30}-\tfrac{96}{30}=\tfrac{104}{30}=\dfrac{52}{15}$. (A1)通分为 30:$\tfrac{320}{30}-\tfrac{120}{30}-\tfrac{96}{30}=\tfrac{104}{30}=\dfrac{52}{15}$。(A1)

(c) Describe $D$ as a Type II region(c) 将 $D$ 描述为第 II 型区域 M1·A1

The $y$-range is $0\le y\le4$ (the line meets the parabola at $(0,0)$ and $(2,4)$). (M1) For fixed $y$, $x$ runs from the line $x=y/2$ on the left to the parabola $x=\sqrt{y}$ on the right:$y$ 的范围为 $0\le y\le4$(直线与抛物线交于 $(0,0)$ 和 $(2,4)$)。(M1) 对固定的 $y$,$x$ 从左侧直线 $x=y/2$ 延伸至右侧抛物线 $x=\sqrt{y}$:

$$\iint_{D}(x+y)\,dA = \int_{0}^{4}\!\int_{y/2}^{\sqrt{y}}(x+y)\,dx\,dy. \quad \text{(A1)}$$
Insight.要点。 Describing the region before writing limits is the professional habit. Type I fixes $x$ and lets $y$ vary between two curves; Type II fixes $y$ and lets $x$ vary. The same $D$ can always be written both ways, and which you choose depends entirely on which iterated integral is easier to evaluate. Always sketch the region, mark the curves bounding each side, and read the limits directly from the sketch.在写积分限前先描述区域是专业习惯。第 I 型固定 $x$,让 $y$ 在两条曲线之间变化;第 II 型固定 $y$,让 $x$ 变化。同一个 $D$ 总可以用两种方式表述,选哪种完全取决于哪个累次积分更容易计算。始终先画出区域草图,标出各侧的边界曲线,再直接从草图读出积分限。
Q3HARDCOREreversing the order of integration交换积分次序[6 marks]

Reverse the order of $\int_{0}^{1}\!\int_{x}^{1}e^{y^{2}}\,dy\,dx$ and evaluate.交换 $\int_{0}^{1}\!\int_{x}^{1}e^{y^{2}}\,dy\,dx$ 的积分次序并计算。

Answers:答案:  (a) region $\{0\le x\le1,\,x\le y\le1\}=\{0\le y\le1,\,0\le x\le y\}$区域 $\{0\le x\le1,\,x\le y\le1\}=\{0\le y\le1,\,0\le x\le y\}$  ·  (b) $\dfrac{e-1}{2}$

(a) Read the region in both orders(a) 用两种次序描述区域 M1·A1·A1

As given, the outer integral is $x\in[0,1]$ and for each $x$ the inner integral runs $y\in[x,1]$. (M1) This is the triangular region above the diagonal $y=x$ in the unit square, bounded by $x=0$, $y=1$, and $y=x$. To swap: fix $y\in[0,1]$; for each $y$, $x$ ranges from $0$ to $y$ (the left side of the triangle). (A1) The reversed integral is如所给,外层积分为 $x\in[0,1]$,对每个 $x$ 内层积分为 $y\in[x,1]$。(M1) 这是单位正方形内对角线 $y=x$ 上方的三角形区域,由 $x=0$、$y=1$ 和 $y=x$ 围成。交换次序:固定 $y\in[0,1]$;对每个 $y$,$x$ 从 $0$ 到 $y$(三角形左侧)。(A1) 交换后的积分为

$$\int_{0}^{1}\!\int_{x}^{1}e^{y^{2}}\,dy\,dx = \int_{0}^{1}\!\int_{0}^{y}e^{y^{2}}\,dx\,dy. \quad \text{(A1)}$$

(b) Evaluate the reversed integral(b) 计算交换后的积分 M1·A1·A1

In the reversed integral, $e^{y^{2}}$ is constant with respect to $x$: (M1)在交换后的积分中,$e^{y^{2}}$ 关于 $x$ 为常数:(M1)

$$\int_{0}^{1}\!\int_{0}^{y}e^{y^{2}}\,dx\,dy = \int_{0}^{1}e^{y^{2}}\cdot y\,dy.$$

(A1 for the inner integral giving the factor $y$) Substituting $u=y^{2}$, $du=2y\,dy$: (M1)(内层积分给出因子 $y$,得 A1)令 $u=y^{2}$,$du=2y\,dy$:(M1)

$$\int_{0}^{1}ye^{y^{2}}\,dy = \tfrac{1}{2}\int_{0}^{1}e^{u}\,du = \tfrac{1}{2}\bigl[e^{u}\bigr]_{0}^{1} = \tfrac{1}{2}(e-1) = \dfrac{e-1}{2}. \quad \text{(A1)}$$
Insight.要点。 The function $e^{y^2}$ has no elementary antiderivative in $y$, so the original order is a dead end. Reversing order is the standard rescue: sketch the region, swap the roles of $x$ and $y$ in the limit description, and the impossible inner integral becomes trivial. The factor $y$ that appears after reversing is exactly what a substitution $u=y^2$ needs. Whenever an inner integral looks intractable, reversing order is the first thing to try.函数 $e^{y^2}$ 关于 $y$ 没有初等原函数,因此原积分次序是死路。交换次序是标准的解救方法:画出区域草图,交换积分限描述中 $x$ 和 $y$ 的角色,看似无法计算的内层积分便变得简单。交换后出现的因子 $y$ 恰好是换元 $u=y^2$ 所需要的。每当内层积分看似无法处理时,优先尝试交换积分次序。
Q4MEDIUMCOREdouble integral in polar coordinates极坐标下的二重积分[6 marks]

Evaluate $\iint_{D}(x^{2}+y^{2})^{3/2}\,dA$ over the disk $D: x^{2}+y^{2}\le9$.计算圆盘 $D: x^{2}+y^{2}\le9$ 上的 $\iint_{D}(x^{2}+y^{2})^{3/2}\,dA$。

Answers:答案:  (a) $\int_{0}^{2\pi}\!\int_{0}^{3}r^{3}\cdot r\,dr\,d\theta$  ·  (b) $\dfrac{486\pi}{5}$

(a) Convert to polar coordinates(a) 转化为极坐标 M1·A1·A1

Set $x=r\cos\theta$, $y=r\sin\theta$, $dA=r\,dr\,d\theta$. The disk $x^{2}+y^{2}\le9$ becomes $0\le r\le3$, $0\le\theta\le2\pi$. (M1) The integrand simplifies: $(x^{2}+y^{2})^{3/2}=(r^{2})^{3/2}=r^{3}$. (A1) Including the area element:令 $x=r\cos\theta$,$y=r\sin\theta$,$dA=r\,dr\,d\theta$。圆盘 $x^{2}+y^{2}\le9$ 变为 $0\le r\le3$,$0\le\theta\le2\pi$。(M1) 被积函数化简为 $(x^{2}+y^{2})^{3/2}=(r^{2})^{3/2}=r^{3}$。(A1) 代入面积元:

$$\iint_{D}(x^{2}+y^{2})^{3/2}\,dA = \int_{0}^{2\pi}\!\int_{0}^{3}r^{3}\cdot r\,dr\,d\theta = \int_{0}^{2\pi}\!\int_{0}^{3}r^{4}\,dr\,d\theta. \quad \text{(A1)}$$

(b) Evaluate the polar integral(b) 计算极坐标积分 M1·A1·A1

The integrand separates in $r$ and $\theta$: (M1)被积函数关于 $r$ 和 $\theta$ 可分离:(M1)

$$\int_{0}^{2\pi}d\theta\cdot\int_{0}^{3}r^{4}\,dr = 2\pi\cdot\Bigl[\tfrac{r^{5}}{5}\Bigr]_{0}^{3} = 2\pi\cdot\dfrac{243}{5} = \dfrac{486\pi}{5}. \quad \text{(A1·A1)}$$
Insight.要点。 Never forget the factor $r$ in $dA=r\,dr\,d\theta$. Here $(x^2+y^2)^{3/2}=r^3$, and combining with the area element gives $r^4$, which is easy to integrate. Without the $r$, the integrand would be $r^3$, giving the wrong answer $\dfrac{81\pi}{2}$. The rule: every polar area element carries one mandatory factor of $r$. Circular symmetry is the signal to convert: whenever the integrand and the region both depend only on $r^2=x^2+y^2$, polar coordinates are the right choice.切勿忘记 $dA=r\,dr\,d\theta$ 中的因子 $r$。此处 $(x^2+y^2)^{3/2}=r^3$,与面积元合并得 $r^4$,易于积分。若缺少 $r$,被积函数为 $r^3$,将得到错误答案 $\dfrac{81\pi}{2}$。规则:极坐标面积元必须带一个 $r$ 因子。圆形对称是转化为极坐标的信号:当被积函数和积分区域均只依赖 $r^2=x^2+y^2$ 时,极坐标是正确选择。
PART II  ·  DEFINITIONS AND PROOFRigorous arguments · 26 marks严格论证 · 26 分

Worked Solutions详解

Q5HARDPROOFderiving the polar area element via the Jacobian通过 Jacobian 推导极坐标面积元[8 marks]

For $x=r\cos\theta$, $y=r\sin\theta$: (a) compute $\partial(x,y)/\partial(r,\theta)$; (b) justify $dA=r\,dr\,d\theta$; (c) give the correct area of $r\le a$ and describe the error from omitting $r$.对 $x=r\cos\theta$,$y=r\sin\theta$:(a) 计算 $\partial(x,y)/\partial(r,\theta)$;(b) 说明 $dA=r\,dr\,d\theta$ 的依据;(c) 给出 $r\le a$ 的正确面积,并描述省略 $r$ 导致的错误。

Answers:答案:  (a) Jacobian $=r$Jacobian $=r$  ·  (b) $dA=\bigl|\partial(x,y)/\partial(r,\theta)\bigr|\,dr\,d\theta=r\,dr\,d\theta$ since $r\ge0$因为 $r\ge0$  ·  (c) $\pi a^{2}$; omitting $r$ gives $\int_0^{2\pi}\!\int_0^a dr\,d\theta = 2\pi a$ (a length, not an area -- dimensionally wrong)省略 $r$ 得 $\int_0^{2\pi}\!\int_0^a dr\,d\theta = 2\pi a$(这是长度,而非面积,量纲有误)

(a) Compute the Jacobian determinant(a) 计算 Jacobian 行列式 M1·M1·A1·A1

The Jacobian of the transformation $(r,\theta)\mapsto(x,y)$ is the determinant (M1)变换 $(r,\theta)\mapsto(x,y)$ 的 Jacobian 为行列式 (M1)

$$\frac{\partial(x,y)}{\partial(r,\theta)} = \begin{vmatrix}\dfrac{\partial x}{\partial r} & \dfrac{\partial x}{\partial\theta}\\[8pt]\dfrac{\partial y}{\partial r} & \dfrac{\partial y}{\partial\theta}\end{vmatrix} = \begin{vmatrix}\cos\theta & -r\sin\theta\\\sin\theta & r\cos\theta\end{vmatrix}.$$

Computing: $\cos\theta\cdot r\cos\theta - (-r\sin\theta)\cdot\sin\theta = r\cos^{2}\theta + r\sin^{2}\theta$. (M1·A1) Since $\cos^{2}\theta+\sin^{2}\theta=1$:计算:$\cos\theta\cdot r\cos\theta - (-r\sin\theta)\cdot\sin\theta = r\cos^{2}\theta + r\sin^{2}\theta$。(M1·A1) 由于 $\cos^{2}\theta+\sin^{2}\theta=1$:

$$\frac{\partial(x,y)}{\partial(r,\theta)} = r. \quad \text{(A1)}$$

(b) The change-of-variables formula gives $dA=r\,dr\,d\theta$(b) 变量替换公式给出 $dA=r\,dr\,d\theta$ R1·A1

The general change-of-variables theorem states $dA=\bigl|\partial(x,y)/\partial(r,\theta)\bigr|\,dr\,d\theta$. (R1) Since $r\ge0$ we have $|r|=r$, so $dA=r\,dr\,d\theta$. The factor $r$ is non-negative for all admissible $r$, so no absolute value sign is needed in practice. (A1)一般换元定理指出 $dA=\bigl|\partial(x,y)/\partial(r,\theta)\bigr|\,dr\,d\theta$。(R1) 由于 $r\ge0$,有 $|r|=r$,故 $dA=r\,dr\,d\theta$。对所有允许的 $r$,因子 $r$ 均非负,实践中无需绝对值符号。(A1)

(c) Correct area of the disk and the student's error(c) 圆盘的正确面积与学生的错误 M1·A1

With the correct area element: (M1)使用正确的面积元:(M1)

$$\text{Area} = \int_{0}^{2\pi}\!\int_{0}^{a}r\,dr\,d\theta = 2\pi\cdot\Bigl[\tfrac{r^{2}}{2}\Bigr]_{0}^{a} = 2\pi\cdot\tfrac{a^{2}}{2} = \pi a^{2}. \quad \text{(A1)}$$

If the student writes $dA=dr\,d\theta$ (omitting the $r$), they obtain $\int_0^{2\pi}\int_0^a dr\,d\theta = 2\pi a$, which is a length, not an area. The answer is dimensionally wrong and equals neither $\pi a^2$ nor anything geometrically meaningful.若学生写出 $dA=dr\,d\theta$(省略了 $r$),则得到 $\int_0^{2\pi}\int_0^a dr\,d\theta = 2\pi a$,这是一个长度而非面积。答案量纲有误,既不等于 $\pi a^2$,也没有任何几何意义。

Insight.要点。 The Jacobian is the rigorous explanation of where the $r$ comes from: it measures how areas in $(r,\theta)$-space map to areas in $(x,y)$-space. A small rectangle $\Delta r\times\Delta\theta$ at radius $r$ maps to an approximate sector of area $r\,\Delta r\,\Delta\theta$, not $\Delta r\,\Delta\theta$. Omitting $r$ is the single most common error in polar integration. The derivation via the Jacobian removes all guesswork: compute the determinant of partial derivatives and the formula follows automatically.Jacobian 是 $r$ 来源的严格解释:它度量了 $(r,\theta)$ 空间中的面积如何映射到 $(x,y)$ 空间中的面积。在半径 $r$ 处的小矩形 $\Delta r\times\Delta\theta$ 映射为面积约为 $r\,\Delta r\,\Delta\theta$ 的扇形,而非 $\Delta r\,\Delta\theta$。省略 $r$ 是极坐标积分中最常见的单一错误。通过 Jacobian 推导可消除所有猜测:计算偏导数的行列式,公式自然得出。
Q6MEDIUMPROOFtriple integral over a bounded solid (rectangular coordinates)有界立体上的三重积分(直角坐标)[8 marks]

$E$: tetrahedron with $x\ge0$, $y\ge0$, $z\ge0$, $x+y+z\le1$. (a) Set up $\iiint_E dV$ in order $dz\,dy\,dx$; (b) evaluate and confirm $V=\frac{1}{6}$.$E$:满足 $x\ge0$,$y\ge0$,$z\ge0$,$x+y+z\le1$ 的四面体。(a) 按 $dz\,dy\,dx$ 次序建立 $\iiint_E dV$;(b) 计算并验证 $V=\frac{1}{6}$。

Answers:答案:  (a) $\int_{0}^{1}\!\int_{0}^{1-x}\!\int_{0}^{1-x-y}dz\,dy\,dx$  ·  (b) $\dfrac{1}{6}$ ✓

(a) Determine limits in the order $dz\,dy\,dx$(a) 按 $dz\,dy\,dx$ 次序确定积分限 M1·A1·M1·A1

Describe the region from the inside out. For fixed $(x,y)$, the constraint $z\le1-x-y$ with $z\ge0$ gives $0\le z\le1-x-y$, which requires $1-x-y\ge0$, i.e. $y\le1-x$. (M1) For fixed $x$, $y$ ranges over $0\le y\le1-x$. (A1) Finally $x$ ranges over $0\le x\le1$: (M1)由内向外描述区域。对固定的 $(x,y)$,约束 $z\le1-x-y$ 与 $z\ge0$ 给出 $0\le z\le1-x-y$,这要求 $1-x-y\ge0$,即 $y\le1-x$。(M1) 对固定的 $x$,$y$ 的范围为 $0\le y\le1-x$。(A1) 最终 $x$ 的范围为 $0\le x\le1$:(M1)

$$\iiint_{E}dV = \int_{0}^{1}\!\int_{0}^{1-x}\!\int_{0}^{1-x-y}dz\,dy\,dx. \quad \text{(A1)}$$

(b) Evaluate the triple integral(b) 计算三重积分 M1·A1·M1·A1

Innermost integral: $\int_{0}^{1-x-y}dz = 1-x-y$. (M1) Middle integral: (A1)最内层积分:$\int_{0}^{1-x-y}dz = 1-x-y$。(M1) 中间积分:(A1)

$$\int_{0}^{1-x}(1-x-y)\,dy = \Bigl[(1-x)y-\tfrac{y^{2}}{2}\Bigr]_{0}^{1-x} = (1-x)^{2}-\tfrac{(1-x)^{2}}{2} = \tfrac{(1-x)^{2}}{2}.$$

(M1) Outer integral:(M1) 外层积分:

$$\int_{0}^{1}\tfrac{(1-x)^{2}}{2}\,dx = \tfrac{1}{2}\Bigl[-\tfrac{(1-x)^{3}}{3}\Bigr]_{0}^{1} = \tfrac{1}{2}\cdot\tfrac{1}{3} = \dfrac{1}{6}. \quad \text{(A1)}$$
Insight.要点。 The triple integral is built up one variable at a time, from the innermost constraint outward. Read the limits by asking: "for fixed outer variables, what range does the inner variable have?" The tetrahedron with vertices $(0,0,0)$, $(1,0,0)$, $(0,1,0)$, $(0,0,1)$ is the standard example: its volume $\frac{1}{6}=\frac{1}{3!}$ generalises to $\frac{1}{n!}$ for the standard simplex in $\mathbb{R}^n$. Setting up limits is the hard part; the integration itself is just repeated fundamental calculus.三重积分从最内层约束向外逐一建立。确定积分限的方法:问"在固定外层变量后,内层变量的范围是什么?"顶点为 $(0,0,0)$、$(1,0,0)$、$(0,1,0)$、$(0,0,1)$ 的四面体是标准示例:其体积 $\frac{1}{6}=\frac{1}{3!}$ 可推广为 $\mathbb{R}^n$ 中标准单纯形的 $\frac{1}{n!}$。建立积分限是难点,积分计算本身只是反复运用基本微积分。
Q7HARDPROOFgeneral change of variables, non-trivial Jacobian一般变量替换,非平凡 Jacobian[10 marks]

Substitution $u=\tfrac{1}{5}(2x-y)$, $v=\tfrac{1}{5}(3y-x)$ maps parallelogram $D$ to $S=[0,1]^{2}$. (a) Invert to find $x(u,v)$, $y(u,v)$; (b) compute the Jacobian; (c) evaluate $\iint_D(2x-y)\,dA$.换元 $u=\tfrac{1}{5}(2x-y)$,$v=\tfrac{1}{5}(3y-x)$ 将平行四边形 $D$ 映射至 $S=[0,1]^{2}$。(a) 求逆,给出 $x(u,v)$,$y(u,v)$;(b) 计算 Jacobian;(c) 计算 $\iint_D(2x-y)\,dA$。

Answers:答案:  (a) $x=3u+v$, $y=u+2v$  ·  (b) Jacobian $=5$Jacobian $=5$  ·  (c) $\dfrac{25}{2}$

(a) Invert the linear substitution(a) 对线性换元求逆 M1·A1·A1

From the given substitution: $2x-y=5u$ and $-x+3y=5v$. (M1) Multiply the first equation by 3 and add the second: $6x-3y-x+3y=15u+5v$, giving $5x=15u+5v$, so $x=3u+v$. (A1) Substitute back: $y=2x-5u=2(3u+v)-5u=u+2v$. (A1)由所给换元:$2x-y=5u$ 且 $-x+3y=5v$。(M1) 将第一个方程乘以 3 后加第二个方程:$6x-3y-x+3y=15u+5v$,得 $5x=15u+5v$,即 $x=3u+v$。(A1) 回代:$y=2x-5u=2(3u+v)-5u=u+2v$。(A1)

(b) Compute the Jacobian $\partial(x,y)/\partial(u,v)$(b) 计算 Jacobian $\partial(x,y)/\partial(u,v)$ M1·A1·A1

With $x=3u+v$ and $y=u+2v$: (M1)由 $x=3u+v$ 和 $y=u+2v$:(M1)

$$\frac{\partial(x,y)}{\partial(u,v)} = \begin{vmatrix}\dfrac{\partial x}{\partial u} & \dfrac{\partial x}{\partial v}\\[8pt]\dfrac{\partial y}{\partial u} & \dfrac{\partial y}{\partial v}\end{vmatrix} = \begin{vmatrix}3 & 1\\1 & 2\end{vmatrix} = 3\cdot2 - 1\cdot1 = 5. \quad \text{(A1·A1)}$$

(c) Change variables and evaluate(c) 换元并计算 M1·A1·M1·A1

The integrand $2x-y=5u$ in the new variables. (M1) The change-of-variables formula gives:新变量下被积函数 $2x-y=5u$。(M1) 变量替换公式给出:

$$\iint_{D}(2x-y)\,dA = \iint_{S}5u\cdot\bigl|\tfrac{\partial(x,y)}{\partial(u,v)}\bigr|\,du\,dv = \iint_{S}5u\cdot5\,du\,dv = 25\int_{0}^{1}\!\int_{0}^{1}u\,du\,dv. \quad \text{(A1)}$$

Evaluating: (M1)计算:(M1)

$$25\int_{0}^{1}dv\cdot\int_{0}^{1}u\,du = 25\cdot1\cdot\tfrac{1}{2} = \dfrac{25}{2}. \quad \text{(A1)}$$
Insight.要点。 A change of variables replaces a complicated region with a simple one (here the unit square) at the cost of a Jacobian factor. The Jacobian is the absolute value of the determinant of the matrix of partial derivatives of the new coordinates with respect to the old. Here $|\partial(x,y)/\partial(u,v)|=5$, meaning each unit of $(u,v)$ area corresponds to 5 units of $(x,y)$ area. Always identify the integrand in terms of the new variables before evaluating; $2x-y=5u$ is the key simplification that makes the integral trivial.变量替换以 Jacobian 因子为代价,将复杂区域替换为简单区域(此处为单位正方形)。Jacobian 是新坐标对旧坐标的偏导数矩阵行列式的绝对值。此处 $|\partial(x,y)/\partial(u,v)|=5$,意味着 $(u,v)$ 空间中每单位面积对应 $(x,y)$ 空间中 5 单位面积。在计算前务必用新变量表达被积函数;$2x-y=5u$ 是使积分变得简单的关键化简。
PART III  ·  APPLICATIONS AND SYNTHESISExtended problems · 28 marks综合应用题 · 28 分

Worked Solutions详解

Q8HARDAPPLIEDvolume in spherical coordinates, ice-cream cone solid球坐标下的体积,冰淇淋锥形立体[10 marks]

$E$: above $z=\sqrt{x^{2}+y^{2}}$, inside $x^{2}+y^{2}+z^{2}=4$. Find $V$ using spherical coordinates.$E$:位于 $z=\sqrt{x^{2}+y^{2}}$ 上方、$x^{2}+y^{2}+z^{2}=4$ 内部。用球坐标求体积 $V$。

Answers:答案:  (a) $0\le\theta\le2\pi$, $0\le\phi\le\pi/4$, $0\le\rho\le2$  ·  (b) $\int_0^{2\pi}\!\int_0^{\pi/4}\!\int_0^{2}\rho^{2}\sin\phi\,d\rho\,d\phi\,d\theta$  ·  (c) $\dfrac{8\pi(2-\sqrt{2})}{3}$

(a) Convert surfaces to spherical coordinates(a) 将曲面转化为球坐标 M1·A1·M1·A1

In spherical coordinates: $x=\rho\sin\phi\cos\theta$, $y=\rho\sin\phi\sin\theta$, $z=\rho\cos\phi$, and $x^{2}+y^{2}+z^{2}=\rho^{2}$. (M1)在球坐标中:$x=\rho\sin\phi\cos\theta$,$y=\rho\sin\phi\sin\theta$,$z=\rho\cos\phi$,且 $x^{2}+y^{2}+z^{2}=\rho^{2}$。(M1)

The sphere $x^{2}+y^{2}+z^{2}=4$ becomes $\rho=2$. The cone $z=\sqrt{x^{2}+y^{2}}$: the left side is $\rho\cos\phi$ and the right side is $\sqrt{\rho^{2}\sin^{2}\phi}=\rho\sin\phi$ (since $\rho\ge0$). So the cone is $\cos\phi=\sin\phi$, i.e. $\tan\phi=1$, giving $\phi=\pi/4$. (A1) The solid $E$ lies above the cone and inside the sphere, i.e. where $\phi$ is small (near the north pole). Thus: (M1)球面 $x^{2}+y^{2}+z^{2}=4$ 变为 $\rho=2$。锥面 $z=\sqrt{x^{2}+y^{2}}$:左侧为 $\rho\cos\phi$,右侧为 $\sqrt{\rho^{2}\sin^{2}\phi}=\rho\sin\phi$(因为 $\rho\ge0$)。故锥面方程为 $\cos\phi=\sin\phi$,即 $\tan\phi=1$,给出 $\phi=\pi/4$。(A1) 立体 $E$ 位于锥面上方、球面内部,即 $\phi$ 较小(靠近北极)的区域。因此:(M1)

$$0\le\theta\le2\pi,\quad 0\le\phi\le\frac{\pi}{4},\quad 0\le\rho\le2. \quad \text{(A1)}$$

(b) Write the integral in spherical coordinates(b) 用球坐标写出积分 A1·A1

The volume element in spherical coordinates is $dV=\rho^{2}\sin\phi\,d\rho\,d\phi\,d\theta$. (A1)球坐标中的体积元为 $dV=\rho^{2}\sin\phi\,d\rho\,d\phi\,d\theta$。(A1)

$$\iiint_{E}dV = \int_{0}^{2\pi}\!\int_{0}^{\pi/4}\!\int_{0}^{2}\rho^{2}\sin\phi\,d\rho\,d\phi\,d\theta. \quad \text{(A1)}$$

(c) Evaluate the integral(c) 计算积分 M1·A1·M1·A1

The integral separates into three factors: (M1)积分分离为三个因子:(M1)

$$\int_{0}^{2\pi}d\theta\cdot\int_{0}^{\pi/4}\sin\phi\,d\phi\cdot\int_{0}^{2}\rho^{2}\,d\rho.$$

Evaluate each factor: $\int_0^{2\pi}d\theta=2\pi$; $\int_0^{\pi/4}\sin\phi\,d\phi=[-\cos\phi]_0^{\pi/4}=1-\dfrac{\sqrt{2}}{2}=\dfrac{2-\sqrt{2}}{2}$; $\int_0^{2}\rho^{2}\,d\rho=\dfrac{8}{3}$. (A1) Combining: (M1)计算各因子:$\int_0^{2\pi}d\theta=2\pi$;$\int_0^{\pi/4}\sin\phi\,d\phi=[-\cos\phi]_0^{\pi/4}=1-\dfrac{\sqrt{2}}{2}=\dfrac{2-\sqrt{2}}{2}$;$\int_0^{2}\rho^{2}\,d\rho=\dfrac{8}{3}$。(A1) 合并:(M1)

$$V = 2\pi\cdot\frac{2-\sqrt{2}}{2}\cdot\frac{8}{3} = \frac{8\pi(2-\sqrt{2})}{3}. \quad \text{(A1)}$$
Insight.要点。 The spherical volume element $\rho^2\sin\phi\,d\rho\,d\phi\,d\theta$ must never be written without both $\rho^2$ and $\sin\phi$. A solid with a conical boundary maps cleanly to constant bounds on $\phi$; a spherical boundary maps to constant $\rho$. The "ice-cream cone" shape above $\phi=\pi/4$ and inside a sphere is the canonical spherical-coordinates problem. The cone angle $\phi=\pi/4$ comes from $\tan\phi=1$: this is the $45^\circ$ half-angle from the $z$-axis. Choosing the right coordinate system is choosing the system that makes the region's boundaries into constant surfaces in those coordinates.球坐标体积元 $\rho^2\sin\phi\,d\rho\,d\phi\,d\theta$ 必须同时包含 $\rho^2$ 和 $\sin\phi$,缺一不可。具有锥形边界的立体在球坐标下,$\phi$ 的上界为常数;球形边界则对应常数 $\rho$。$\phi=\pi/4$ 上方、球面内部的"冰淇淋锥"形状是球坐标的典范问题。锥角 $\phi=\pi/4$ 来自 $\tan\phi=1$,即从 $z$ 轴量起的 $45^\circ$ 半顶角。选择正确坐标系,就是选择能使区域边界成为常数曲面的坐标系。
Q9HARDAPPLIEDvolume in cylindrical coordinates柱坐标下的体积[8 marks]

$E$: between $z=0$ and $z=9-x^{2}-y^{2}$ (with $z\ge0$). Find $V$ using cylindrical coordinates.$E$:夹在 $z=0$ 与 $z=9-x^{2}-y^{2}$ 之间($z\ge0$)。用柱坐标求 $V$。

Answers:答案:  (a) $0\le\theta\le2\pi$, $0\le r\le3$, $0\le z\le9-r^{2}$  ·  (b) $\dfrac{81\pi}{2}$

(a) Set up limits in cylindrical coordinates(a) 在柱坐标中建立积分限 M1·A1·A1

In cylindrical coordinates: $x=r\cos\theta$, $y=r\sin\theta$, $z=z$, and $dV=r\,dz\,dr\,d\theta$. The paraboloid becomes $z=9-r^{2}$; the region $z\ge0$ requires $9-r^{2}\ge0$, i.e. $r\le3$. (M1) The solid has full circular symmetry, so $\theta$ ranges over $[0,2\pi]$. For each $(r,\theta)$, $z$ runs from $0$ to $9-r^{2}$: (A1)在柱坐标中:$x=r\cos\theta$,$y=r\sin\theta$,$z=z$,体积元 $dV=r\,dz\,dr\,d\theta$。抛物面变为 $z=9-r^{2}$;条件 $z\ge0$ 要求 $9-r^{2}\ge0$,即 $r\le3$。(M1) 立体具有完全的圆形对称性,故 $\theta$ 遍历 $[0,2\pi]$。对每个 $(r,\theta)$,$z$ 从 $0$ 到 $9-r^{2}$:(A1)

$$0\le\theta\le2\pi,\quad 0\le r\le3,\quad 0\le z\le9-r^{2}. \quad \text{(A1)}$$

(b) Evaluate the volume integral(b) 计算体积积分 M1·A1·M1·A1·A1

Write the integral: (M1)写出积分:(M1)

$$V = \int_{0}^{2\pi}\!\int_{0}^{3}\!\int_{0}^{9-r^{2}}r\,dz\,dr\,d\theta.$$

Innermost integral: $\int_0^{9-r^2}dz=9-r^{2}$. (A1) The $\theta$ integral contributes $2\pi$. Middle integral: (M1)最内层积分:$\int_0^{9-r^2}dz=9-r^{2}$。(A1) $\theta$ 积分贡献 $2\pi$。中间积分:(M1)

$$2\pi\int_{0}^{3}r(9-r^{2})\,dr = 2\pi\int_{0}^{3}(9r-r^{3})\,dr = 2\pi\Bigl[\tfrac{9r^{2}}{2}-\tfrac{r^{4}}{4}\Bigr]_{0}^{3}.$$

Evaluating: $\tfrac{9\cdot9}{2}-\tfrac{81}{4}=\tfrac{81}{2}-\tfrac{81}{4}=\tfrac{81}{4}$. (A1) Therefore $V=2\pi\cdot\dfrac{81}{4}=\dfrac{81\pi}{2}$. (A1)计算:$\tfrac{9\cdot9}{2}-\tfrac{81}{4}=\tfrac{81}{2}-\tfrac{81}{4}=\tfrac{81}{4}$。(A1) 因此 $V=2\pi\cdot\dfrac{81}{4}=\dfrac{81\pi}{2}$。(A1)

Insight.要点。 Cylindrical coordinates keep $z$ intact and replace $(x,y)$ with $(r,\theta)$; the volume element gains the factor $r$ from the polar area element. A paraboloid $z=9-r^2$ becomes a constant upper bound in the $z$-limits once you fix $r$. This is the signal for cylindrical: the boundary in $z$ depends on $r$ but not on $\theta$. Remember $dV=r\,dz\,dr\,d\theta$ (the $r$ belongs to the cylindrical area element $r\,dr\,d\theta$, lifted to three dimensions by $dz$).柱坐标保留 $z$ 不变,将 $(x,y)$ 替换为 $(r,\theta)$;体积元从极坐标面积元中引入因子 $r$。固定 $r$ 后,抛物面 $z=9-r^2$ 成为 $z$ 积分限的常数上界。这是使用柱坐标的信号:$z$ 的边界依赖 $r$ 而不依赖 $\theta$。记住 $dV=r\,dz\,dr\,d\theta$($r$ 来自柱坐标面积元 $r\,dr\,d\theta$,通过 $dz$ 扩展到三维)。
Q10HARDAPPLIEDmass and centroid of a lamina with variable density变密度薄板的质量与质心[10 marks]

Quarter-disk $D$ in the first quadrant, $x^{2}+y^{2}\le1$, density $\delta(x,y)=x+y$. (a) Find mass $m$; (b) find $M_y$ and $M_x$; (c) find centroid $(\bar x,\bar y)$ and confirm $\bar x=\bar y$ by symmetry.第一象限四分之一圆盘 $D$,$x^{2}+y^{2}\le1$,密度 $\delta(x,y)=x+y$。(a) 求质量 $m$;(b) 求 $M_y$ 和 $M_x$;(c) 求质心 $(\bar x,\bar y)$ 并由对称性验证 $\bar x=\bar y$。

Answers:答案:  (a) $m=\dfrac{2}{3}$  ·  (b) $M_{y}=M_{x}=\dfrac{\pi+2}{16}$  ·  (c) $\bar{x}=\bar{y}=\dfrac{3(\pi+2)}{32}$

(a) Mass via polar coordinates(a) 用极坐标求质量 M1·A1·M1·A1

In polar: $x+y=r(\cos\theta+\sin\theta)$, $dA=r\,dr\,d\theta$. The quarter-disk is $0\le r\le1$, $0\le\theta\le\pi/2$. (M1)在极坐标中:$x+y=r(\cos\theta+\sin\theta)$,$dA=r\,dr\,d\theta$。四分之一圆盘为 $0\le r\le1$,$0\le\theta\le\pi/2$。(M1)

$$m = \int_{0}^{\pi/2}\!\int_{0}^{1}r(\cos\theta+\sin\theta)\cdot r\,dr\,d\theta = \int_{0}^{\pi/2}(\cos\theta+\sin\theta)\,d\theta\cdot\int_{0}^{1}r^{2}\,dr.$$

(A1 for the separation) $\int_0^{\pi/2}(\cos\theta+\sin\theta)\,d\theta=[\sin\theta-\cos\theta]_0^{\pi/2}=(1-0)-(0-1)=2$. (M1) $\int_0^{1}r^{2}\,dr=\tfrac{1}{3}$. Therefore $m=2\cdot\tfrac{1}{3}=\dfrac{2}{3}$. (A1)(变量分离得 A1)$\int_0^{\pi/2}(\cos\theta+\sin\theta)\,d\theta=[\sin\theta-\cos\theta]_0^{\pi/2}=(1-0)-(0-1)=2$。(M1) $\int_0^{1}r^{2}\,dr=\tfrac{1}{3}$。因此 $m=2\cdot\tfrac{1}{3}=\dfrac{2}{3}$。(A1)

(b) Moments $M_y$ and $M_x$(b) 矩 $M_y$ 和 $M_x$ M1·A1·M1·A1

For $M_y=\iint_D x\,\delta\,dA=\iint_D x(x+y)\,dA$. In polar, $x=r\cos\theta$ and $x(x+y)=r^{2}\cos\theta(\cos\theta+\sin\theta)$: (M1)对 $M_y=\iint_D x\,\delta\,dA=\iint_D x(x+y)\,dA$,在极坐标中 $x=r\cos\theta$,$x(x+y)=r^{2}\cos\theta(\cos\theta+\sin\theta)$:(M1)

$$M_{y} = \int_{0}^{\pi/2}\cos\theta(\cos\theta+\sin\theta)\,d\theta\cdot\int_{0}^{1}r^{3}\,dr.$$

The $r$-integral: $\int_0^1 r^3\,dr=\tfrac{1}{4}$. The $\theta$-integral: $\int_0^{\pi/2}(\cos^{2}\theta+\sin\theta\cos\theta)\,d\theta = \tfrac{\pi}{4}+\tfrac{1}{2}=\tfrac{\pi+2}{4}$. (A1) So $M_{y}=\tfrac{1}{4}\cdot\tfrac{\pi+2}{4}=\dfrac{\pi+2}{16}$.$r$ 积分:$\int_0^1 r^3\,dr=\tfrac{1}{4}$。$\theta$ 积分:$\int_0^{\pi/2}(\cos^{2}\theta+\sin\theta\cos\theta)\,d\theta = \tfrac{\pi}{4}+\tfrac{1}{2}=\tfrac{\pi+2}{4}$。(A1) 故 $M_{y}=\tfrac{1}{4}\cdot\tfrac{\pi+2}{4}=\dfrac{\pi+2}{16}$。

By the symmetry argument in (c) below, $M_x=M_y=\dfrac{\pi+2}{16}$ (verified by analogous computation with $\sin\theta$ and $\cos\theta$ swapped). (M1·A1)由下方 (c) 的对称性论证,$M_x=M_y=\dfrac{\pi+2}{16}$(通过将 $\sin\theta$ 与 $\cos\theta$ 互换做类似计算验证)。(M1·A1)

(c) Centroid and symmetry verification(c) 质心与对称性验证 A1·A1

The centroid is $\bar{x}=M_y/m$ and $\bar{y}=M_x/m$: (A1)质心为 $\bar{x}=M_y/m$,$\bar{y}=M_x/m$:(A1)

$$\bar{x} = \bar{y} = \frac{(\pi+2)/16}{2/3} = \frac{\pi+2}{16}\cdot\frac{3}{2} = \frac{3(\pi+2)}{32}.$$

Symmetry argument: the region $D$ and the density $\delta(x,y)=x+y$ are both symmetric under swapping $x$ and $y$ (i.e. reflecting across the line $y=x$). This symmetry exchanges $M_y$ and $M_x$ while preserving $m$, so $M_y=M_x$ and hence $\bar{x}=\bar{y}$. (A1)对称性论证:区域 $D$ 和密度 $\delta(x,y)=x+y$ 在交换 $x$ 与 $y$(即关于直线 $y=x$ 作反射)时均保持对称。此对称性将 $M_y$ 与 $M_x$ 互换而不改变 $m$,故 $M_y=M_x$,即 $\bar{x}=\bar{y}$。(A1)

Insight.要点。 Always check: does the region have a symmetry that the density respects? Here both $D$ and $\delta$ are symmetric under $x\leftrightarrow y$, so $\bar{x}=\bar{y}$ without any computation. The numerical answer $\frac{3(\pi+2)}{32}\approx0.48$ lies inside the quarter-disk near the diagonal, which is geometrically sensible for a density that increases with distance from the origin. The four-step workflow for mass/centroid problems: (1) choose coordinates, (2) find $m$, (3) find $M_y$ and $M_x$, (4) divide. Check signs: all masses and moments must be positive.始终检查:区域是否具有密度函数也遵从的对称性?此处 $D$ 和 $\delta$ 在 $x\leftrightarrow y$ 下均对称,故无需计算即知 $\bar{x}=\bar{y}$。数值答案 $\frac{3(\pi+2)}{32}\approx0.48$ 位于四分之一圆盘内部靠近对角线处,对于随离原点距离增大而增大的密度函数,这在几何上是合理的。质量与质心问题的四步工作流:(1) 选择坐标系,(2) 求 $m$,(3) 求 $M_y$ 和 $M_x$,(4) 相除。检查符号:所有质量和矩均必须为正。