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Chapter 7 · Solutions第7章 · 解析

Differential Equations · Solutions微分方程 · 解析

Worked Solutions to the AP-Style Practice SetAP 风格练习题配套解析

EASY MEDIUM HARD

Topics 7.1 - 7.8主题 7.1 - 7.8AB

+ Extensions: 7.5 Euler's Method · 7.9 Logistic Models+ 扩展:7.5 欧拉法 · 7.9 逻辑斯谛模型BC



PART ITopics 7.1 - 7.8主题 7.1 - 7.8

Multiple Choice Solutions选择题解析

Q1EASY 7.1 Modeling7.1 建模No Calculator[2 marks]

A population grows at a rate proportional to the current population. Which differential equation models this situation?某种群的增长速率与当前种群数量成正比。哪个微分方程描述了这一情形?

Answer:答案: (B) $\dfrac{dP}{dt}=kP$

Translate "proportional to" into an equation将"与……成正比"译为方程 M1·A1

"Rate proportional to the current population" means $\dfrac{dP}{dt}$ equals a constant $k$ times $P$ itself, not a constant, not $\tfrac{1}{P}$, and not the independent variable $t$. (M1)"速率与当前种群数量成正比"意味着 $\dfrac{dP}{dt}$ 等于常数 $k$ 乘以 $P$ 本身,而非常数、非 $\tfrac{1}{P}$、也非自变量 $t$。(M1)

This is exactly $\dfrac{dP}{dt}=kP$. (A1)这正是 $\dfrac{dP}{dt}=kP$。(A1)

Insight.要点。 "Proportional to X" always means "equals a constant times X," never "equals X" or "involves X" some other way. This is the single most common modeling phrase on the AP exam, and it appears again in Q3 (Newton's Law) and Q9 (exponential growth) with a different quantity playing the role of $X$."与 X 成正比"始终意味着"等于常数乘以 X",绝非"等于 X"或以其他方式"涉及 X"。这是 AP 考试中最常见的建模短语,在 Q3(牛顿冷却定律)和 Q9(指数增长)中会以不同的量扮演 $X$ 的角色再次出现。
Q2EASY 7.2 Verifying Solutions7.2 验证解No Calculator[2 marks]

Which of the following functions is a solution to $\dfrac{dy}{dx}=2y$?下列哪个函数是 $\dfrac{dy}{dx}=2y$ 的解?

Answer:答案: (C) $y=e^{2x}$

Differentiate each candidate and compare to $2y$对每个候选函数求导并与 $2y$ 比较 M1·A1

For $y=e^{2x}$: $\dfrac{dy}{dx}=2e^{2x}=2y$, so the equation holds identically. (M1)对 $y=e^{2x}$:$\dfrac{dy}{dx}=2e^{2x}=2y$,方程恒成立。(M1)

Checking the rest: $y=2x$ gives $y'=2\ne 2y=4x$; $y=x^{2}$ gives $y'=2x\ne 2x^{2}$; $y=\sin(2x)$ gives $y'=2\cos(2x)\ne 2\sin(2x)$. Only (C) survives. (A1)检验其余选项:$y=2x$ 给出 $y'=2\ne 2y=4x$;$y=x^{2}$ 给出 $y'=2x\ne 2x^{2}$;$y=\sin(2x)$ 给出 $y'=2\cos(2x)\ne 2\sin(2x)$。只有 (C) 成立。(A1)

Insight.要点。 "Verify a solution" never requires solving the differential equation: just differentiate the candidate and substitute into both sides. The exponential $y=Ce^{kx}$ is the signature solution family for $\dfrac{dy}{dx}=ky$, worth recognizing on sight for the rest of this unit."验证解"从不要求求解微分方程:只需对候选函数求导,并代入方程两边验证。指数函数 $y=Ce^{kx}$ 是 $\dfrac{dy}{dx}=ky$ 的标志性解族,本单元后续内容中应当一眼识别。
Q3MEDIUM 7.1 Modeling (Newton)7.1 建模(牛顿冷却)No Calculator[2 marks]

A cup of coffee cools at a rate proportional to the difference between its temperature $T$ and a room temperature of $70$°F. Which equation models this?一杯咖啡的冷却速率与其温度 $T$ 和室温 $70$°F 之差成正比。哪个方程描述了这一情形?

Answer:答案: (B) $\dfrac{dT}{dt}=k(T-70)$

Identify the "difference" and translate识别"差"并翻译成方程 M1·A1

The described difference is $T-70$ (temperature minus room temperature); "proportional to" that difference means $\dfrac{dT}{dt}=k(T-70)$ for some constant $k$. (M1)所描述的差为 $T-70$(温度减室温);"与该差成正比"意味着 $\dfrac{dT}{dt}=k(T-70)$,其中 $k$ 为某常数。(M1)

This matches (B); note that $k<0$ is what makes the coffee actually cool (since $T>70$ initially), but the sign of $k$ is not fixed by the wording of the model itself. (A1)这与 (B) 相符;注意 $k<0$ 才能使咖啡真正降温(因初始 $T>70$),但模型本身的措辞并未固定 $k$ 的符号。(A1)

Insight.要点。 Newton's Law of Cooling is always "rate proportional to (object temperature minus ambient temperature)," in that order, never the reverse; the sign of $k$ (not the order of subtraction) is what determines whether the object is warming or cooling toward the ambient value.牛顿冷却定律始终是"速率与(物体温度减环境温度)成正比",顺序固定,绝不可颠倒;决定物体是趋暖还是趋冷至环境温度的是 $k$ 的符号,而非相减的顺序。
Q4MEDIUM 7.3 / 7.4 Slope Fields7.3 / 7.4 斜率场No Calculator[2 marks]

The slope field shown could represent which differential equation?图示斜率场可能代表哪个微分方程?

Answer:答案: (B) $\dfrac{dy}{dx}=y$

Read the pattern row by row逐行读出图像规律 M1·A1

Within each horizontal row (fixed $y$), every marked segment has the same slope, and the slope grows steeper moving up the page (to greater $y$); across a single row the segments do not change as $x$ varies. (M1)在每个水平行($y$ 固定)内,所有标出的线段斜率相同,且斜率随图像上移($y$ 增大)而变陡;在同一行内,线段不随 $x$ 变化。(M1)

A slope that depends only on $y$, and increases as $y$ increases, matches $\dfrac{dy}{dx}=y$. Option (A) would vary within a row (it depends on $x$); options (C) and (D) both mix $x$ and $y$, so they would also vary across a fixed-$y$ row. Only (B) is constant along each row. (A1)斜率仅依赖 $y$ 且随 $y$ 增大而增大,与 $\dfrac{dy}{dx}=y$ 相符。选项 (A) 会在同一行内变化(依赖 $x$);选项 (C)、(D) 均混合了 $x$ 与 $y$,同样会在固定 $y$ 的一行内变化。只有 (B) 在每行内保持不变。(A1)

Insight.要点。 To read a slope field without plugging in numbers, look for symmetry: constant slope along a row means the right-hand side depends only on $y$; constant slope along a column means it depends only on $x$. This row/column test rules out three of the four options here in one glance, exactly the reasoning Q5 asks you to state explicitly.要不代入具体数值就读懂斜率场,需寻找对称性:某行斜率恒定说明方程右边仅依赖 $y$;某列斜率恒定说明仅依赖 $x$。这一行列检验法一眼即可排除本题四个选项中的三个,正是 Q5 要求明确阐述的推理方式。
Q5MEDIUM 7.4 Reasoning7.4 推理No Calculator[2 marks]

For which differential equation are all line segments in the same horizontal row of a slope field identical?对于哪个微分方程,斜率场中同一水平行的所有线段完全相同?

Answer:答案: (B) $\dfrac{dy}{dx}=y$

Ask which right-hand side is $x$-independent判断哪个右端表达式与 $x$ 无关 M1·A1

A horizontal row fixes $y$ and lets $x$ vary. The segments in that row are identical exactly when the slope formula does not change as $x$ changes, i.e. when $\dfrac{dy}{dx}$ is a function of $y$ alone. (M1)水平行固定 $y$,$x$ 变化。当斜率公式随 $x$ 变化不变时,即当 $\dfrac{dy}{dx}$ 仅是 $y$ 的函数时,该行内线段完全相同。(M1)

Of the options, only $\dfrac{dy}{dx}=y$ has no $x$ on the right side; $x$, $x+y$, and $\sin x$ all change value as $x$ varies along a fixed row. (A1)选项中只有 $\dfrac{dy}{dx}=y$ 右端不含 $x$;$x$、$x+y$、$\sin x$ 均会随固定行内 $x$ 的变化而改变。(A1)

Insight.要点。 This is the general rule behind slope-field symmetry: rows are uniform exactly when the DE is autonomous in the sense of depending only on $y$ (not on the independent variable), and columns are uniform exactly when the DE depends only on $x$. Autonomous equations like $\dfrac{dy}{dt}=y(2-y)$ (Q18) use this property heavily.这是斜率场对称性背后的一般规律:当微分方程仅依赖 $y$(不依赖自变量)时,各行才均匀一致;当仅依赖 $x$ 时,各列才均匀一致。像 $\dfrac{dy}{dt}=y(2-y)$(Q18)这样的自治方程大量运用了这一性质。
Q6EASY 7.6 Separation7.6 分离变量No Calculator[2 marks]

If $\dfrac{dy}{dx}=\dfrac{x}{y}$, which is a general solution?若 $\dfrac{dy}{dx}=\dfrac{x}{y}$,下列哪个是通解?

Answer:答案: (A) $y^{2}=x^{2}+C$

Separate and integrate both sides分离变量并对两边积分 M1·A1

Cross-multiply: $y\,dy=x\,dx$, then integrate: $\dfrac{y^{2}}{2}=\dfrac{x^{2}}{2}+C'$. (M1)交叉相乘:$y\,dy=x\,dx$,再积分:$\dfrac{y^{2}}{2}=\dfrac{x^{2}}{2}+C'$。(M1)

Multiplying by $2$ and renaming the constant gives $y^{2}=x^{2}+C$, matching (A). (A1)两边乘以 $2$ 并重新命名常数,得 $y^{2}=x^{2}+C$,与 (A) 相符。(A1)

Insight.要点。 Cross-multiplying $\dfrac{dy}{dx}=\dfrac{x}{y}$ into $y\,dy=x\,dx$ is the entire separation step: each variable, together with its own differential, ends up on one side. The leftover constant after integrating both sides always absorbs the factor of $\tfrac12$; do not leave a half-integer coefficient sitting in the answer unless the options force it.将 $\dfrac{dy}{dx}=\dfrac{x}{y}$ 交叉相乘为 $y\,dy=x\,dx$,正是分离变量的全部步骤:每个变量连同其自身的微分被移到同一侧。两边积分后剩下的常数会吸收掉 $\tfrac12$ 这一因子;除非选项要求,否则答案中不应留下半整数系数。
Q7MEDIUM 7.7 Particular Solution7.7 特解No Calculator[2 marks]

Let $y$ be the solution to $\dfrac{dy}{dx}=2xy$ with $y(0)=3$. Then $y(1)=$设 $y$ 是满足 $\dfrac{dy}{dx}=2xy$,且 $y(0)=3$ 的解,则 $y(1)=$

Answer:答案: (B) $3e$

Separate, integrate, and apply the initial condition分离变量、积分并代入初始条件 M1·A1

Separate: $\dfrac{dy}{y}=2x\,dx$, integrate: $\ln|y|=x^{2}+C$, so $y=Ae^{x^{2}}$ for $A=e^{C}$. Using $y(0)=3$ gives $A=3$, so $y=3e^{x^{2}}$. (M1)分离变量:$\dfrac{dy}{y}=2x\,dx$,积分:$\ln|y|=x^{2}+C$,故 $y=Ae^{x^{2}}$($A=e^{C}$)。由 $y(0)=3$ 得 $A=3$,即 $y=3e^{x^{2}}$。(M1)

Then $y(1)=3e^{1}=3e$. (A1)故 $y(1)=3e^{1}=3e$。(A1)

Insight.要点。 Whenever the separated integral produces $x^{2}$ (not $x$) in the exponent, expect a Gaussian-shaped solution $y=Ae^{x^{2}}$ that grows much faster than plain exponential growth; do not default to writing $e^{2x}$ out of habit from $\dfrac{dy}{dx}=ky$ problems.每当分离变量后积分得到指数中是 $x^{2}$(而非 $x$)时,应预期得到高斯形状的解 $y=Ae^{x^{2}}$,其增长速度远快于普通指数增长;不要因习惯了 $\dfrac{dy}{dx}=ky$ 类问题而下意识写成 $e^{2x}$。
Q8HARD 7.7 Domain7.7 定义域No Calculator[2 marks]

Let $y$ be the solution to $\dfrac{dy}{dx}=y^{2}$ with $y(0)=1$. The largest open interval containing $0$ on which the solution is defined is设 $y$ 是满足 $\dfrac{dy}{dx}=y^{2}$,且 $y(0)=1$ 的解,该解定义在包含 $0$ 的最大开区间是

Answer:答案: (B) $(-\infty,1)$

Solve explicitly, then locate the blow-up point显式求解,再定位爆破点 M1·A1

Separate: $\dfrac{dy}{y^{2}}=dx$, integrate: $-\dfrac{1}{y}=x+C$. Using $y(0)=1$: $-1=C$, so $-\dfrac{1}{y}=x-1$, i.e. $y=\dfrac{1}{1-x}$. (M1)分离变量:$\dfrac{dy}{y^{2}}=dx$,积分:$-\dfrac{1}{y}=x+C$。由 $y(0)=1$:$-1=C$,故 $-\dfrac{1}{y}=x-1$,即 $y=\dfrac{1}{1-x}$。(M1)

This function is undefined at $x=1$ (denominator vanishes) and finite everywhere else; the largest open interval containing $x=0$ that avoids $x=1$ is $(-\infty,1)$. (A1)该函数在 $x=1$ 处无定义(分母为零),其余各处均有限;包含 $x=0$ 且避开 $x=1$ 的最大开区间为 $(-\infty,1)$。(A1)

Insight.要点。 Nonlinear differential equations like $\dfrac{dy}{dx}=y^{2}$ can have solutions that "blow up" (become infinite) in finite time even though the equation itself looks perfectly well-behaved everywhere; this is impossible for the linear equations ($\dfrac{dy}{dx}=ky$-type) seen elsewhere in this unit, whose solutions are exponentials defined for all $x$.像 $\dfrac{dy}{dx}=y^{2}$ 这样的非线性微分方程,其解可能在有限"时间"内"爆破"(趋于无穷),即便方程本身处处看起来性质良好;这在本单元其他地方出现的线性方程($\dfrac{dy}{dx}=ky$ 型)中不可能发生,其解是对所有 $x$ 均有定义的指数函数。
Q9EASY 7.8 Exponential Growth7.8 指数增长No Calculator[2 marks]

A quantity $Q$ satisfies $\dfrac{dQ}{dt}=0.05\,Q$ and $Q(0)=200$. Then $Q(t)=$某量 $Q$ 满足 $\dfrac{dQ}{dt}=0.05\,Q$,且 $Q(0)=200$,则 $Q(t)=$

Answer:答案: (B) $200\,e^{0.05t}$

Apply the standard exponential-growth solution套用标准指数增长解 M1·A1

Any equation of the form $\dfrac{dQ}{dt}=kQ$ has general solution $Q(t)=Q_{0}e^{kt}$, obtained by separating and integrating exactly as in Q1/Q2. Here $k=0.05$. (M1)任何形如 $\dfrac{dQ}{dt}=kQ$ 的方程通解为 $Q(t)=Q_{0}e^{kt}$,可如 Q1/Q2 一样通过分离变量并积分得到。此处 $k=0.05$。(M1)

Substituting $Q_{0}=200$: $Q(t)=200\,e^{0.05t}$. (A1)代入 $Q_{0}=200$:$Q(t)=200\,e^{0.05t}$。(A1)

Insight.要点。 $\dfrac{dy}{dt}=ky \Longleftrightarrow y=y_{0}e^{kt}$ is worth memorizing as a pair, since it appears as the engine inside almost every modeling question in this unit (Q1, Q7, Q10, Q14, FRQ3). Options (A) and (C) are the classic traps: linear growth and a discrete compounding formula, neither of which solves a continuous-rate differential equation.$\dfrac{dy}{dt}=ky \Longleftrightarrow y=y_{0}e^{kt}$ 值得作为一对结论记住,因为它是本单元几乎所有建模题(Q1、Q7、Q10、Q14、FRQ3)背后的核心引擎。选项 (A) 和 (C) 是经典陷阱:线性增长与离散复利公式,二者都不是连续速率微分方程的解。
Q10MEDIUM 7.8 Decay (Half-Life)7.8 衰变(半衰期)Calculator[2 marks]

A radioactive substance decays so that $\dfrac{dN}{dt}=-0.04\,N$, where $t$ is in years. To the nearest year, the half-life is某放射性物质的衰变满足 $\dfrac{dN}{dt}=-0.04\,N$,其中 $t$ 以年为单位。精确到最近的整年,其半衰期为

Answer:答案: (B) $17$ years$17$ 年

Solve for $N(t)$, then set $N=\tfrac12 N_0$求出 $N(t)$,再令 $N=\tfrac12 N_0$ M1·A1

The solution is $N(t)=N_{0}e^{-0.04t}$. Half-life is the time $t$ at which $N(t)=\tfrac12 N_{0}$: $\tfrac12=e^{-0.04t}\Rightarrow -0.04t=\ln\!\left(\tfrac12\right)=-\ln 2$. (M1)解为 $N(t)=N_{0}e^{-0.04t}$。半衰期是使 $N(t)=\tfrac12 N_{0}$ 的时刻 $t$:$\tfrac12=e^{-0.04t}\Rightarrow -0.04t=\ln\!\left(\tfrac12\right)=-\ln 2$。(M1)

So $t=\dfrac{\ln 2}{0.04}\approx\dfrac{0.6931}{0.04}\approx 17.33$ years, which rounds to $17$ years. (A1)故 $t=\dfrac{\ln 2}{0.04}\approx\dfrac{0.6931}{0.04}\approx 17.33$ 年,四舍五入为 $17$ 年。(A1)

Insight.要点。 Half-life is $t_{1/2}=\dfrac{\ln 2}{|k|}$ for any decay $\dfrac{dN}{dt}=kN$ with $k<0$: this shortcut skips re-deriving $N(t)$ every time and comes directly from setting $e^{kt}=\tfrac12$. Note the half-life does not depend on $N_{0}$ at all, exponential decay always halves over the same fixed time interval, regardless of starting amount.对任意衰变方程 $\dfrac{dN}{dt}=kN$($k<0$),半衰期为 $t_{1/2}=\dfrac{\ln 2}{|k|}$:这一捷径省去了每次重新推导 $N(t)$ 的过程,直接由令 $e^{kt}=\tfrac12$ 得出。注意半衰期完全不依赖 $N_{0}$,无论初始量为多少,指数衰变总是在同一固定时间间隔内减半。
Q11MEDIUM 7.2 Verifying7.2 验证No Calculator[2 marks]

Which of the following is NOT a solution to $\dfrac{dy}{dx}=y$?下列哪个函数不是 $\dfrac{dy}{dx}=y$ 的解?

Answer:答案: (D) $y=e^{2x}$

Differentiate each and compare to $y$ itself分别求导并与 $y$ 本身比较 M1·A1

$y=e^{x}\Rightarrow y'=e^{x}=y$ (works); $y=2e^{x}\Rightarrow y'=2e^{x}=y$ (works); $y=-e^{x}\Rightarrow y'=-e^{x}=y$ (works). (M1)$y=e^{x}\Rightarrow y'=e^{x}=y$(成立);$y=2e^{x}\Rightarrow y'=2e^{x}=y$(成立);$y=-e^{x}\Rightarrow y'=-e^{x}=y$(成立)。(M1)

But $y=e^{2x}\Rightarrow y'=2e^{2x}=2y\ne y$ (fails, since it actually solves a different equation, $y'=2y$). (A1)但 $y=e^{2x}\Rightarrow y'=2e^{2x}=2y\ne y$(不成立,因它实际上是另一方程 $y'=2y$ 的解)。(A1)

Insight.要点。 Any constant multiple $Ce^{x}$ solves $y'=y$, since the constant just rides along through differentiation, but changing the coefficient inside the exponent (from $e^{x}$ to $e^{2x}$) changes which differential equation is being solved entirely. Always check the exponent's coefficient, not just the base $e$.任意常数倍 $Ce^{x}$ 均是 $y'=y$ 的解,因为常数在求导过程中原样保留;但改变指数内部的系数(从 $e^{x}$ 变为 $e^{2x}$)则彻底改变了所求解的方程。务必检验指数中的系数,而非只看底数 $e$。
Q12HARD 7.4 DE + Tangent7.4 微分方程与切线No Calculator[2 marks]

Let $y=f(x)$ be the solution to $\dfrac{dy}{dx}=x+y$ with $f(1)=2$. The tangent line to $y=f(x)$ at $x=1$ is used to approximate $f(1.2)$. The approximation is设 $y=f(x)$ 是满足 $\dfrac{dy}{dx}=x+y$,且 $f(1)=2$ 的解,利用 $y=f(x)$ 在 $x=1$ 处的切线近似 $f(1.2)$,近似值为

Answer:答案: (C) $2.6$

Get the slope from the DE, then run one linear step由微分方程求斜率,再进行一步线性近似 M1·A1

The DE gives the slope of the tangent line directly at $x=1$: $f'(1)=1+f(1)=1+2=3$. (M1)该微分方程直接给出 $x=1$ 处切线的斜率:$f'(1)=1+f(1)=1+2=3$。(M1)

The tangent-line (local linearization) approximation is $f(1.2)\approx f(1)+f'(1)(1.2-1)=2+3(0.2)=2.6$. (A1)切线(局部线性化)近似为 $f(1.2)\approx f(1)+f'(1)(1.2-1)=2+3(0.2)=2.6$。(A1)

Insight.要点。 This is exactly one step of Euler's method with $h=0.2$: a differential equation gives you a slope at a known point without ever needing to solve the DE. This same one-step idea, repeated, is the entire content of the BC-only Euler's method questions later in this set.这正是步长 $h=0.2$ 的欧拉法的一步:微分方程可直接给出已知点处的斜率,而无需求解该微分方程。将这一单步思想反复应用,正是本练习集后面仅限 BC 的欧拉法题目的全部内容。
Q13HARD 7.6 Separation7.6 分离变量No Calculator[2 marks]

Which of the following is a general solution to $\dfrac{dy}{dx}=\dfrac{y}{x}$?下列哪个是 $\dfrac{dy}{dx}=\dfrac{y}{x}$ 的通解?

Answer:答案: (C) Both (A) and (B)(A)和(B)均正确

Solve directly, then check equivalence with (A)直接求解,再检验与 (A) 的等价性 M1·A1

Separate: $\dfrac{dy}{y}=\dfrac{dx}{x}\Rightarrow\ln|y|=\ln|x|+C$, which is exactly option (B), the implicit general solution straight from integrating both sides. (M1)分离变量:$\dfrac{dy}{y}=\dfrac{dx}{x}\Rightarrow\ln|y|=\ln|x|+C$,这正是选项 (B),是两边积分后直接得到的隐式通解。(M1)

Exponentiating (B): $|y|=e^{C}|x|$, i.e. $y=Ax$ for a constant $A=\pm e^{C}$, which is exactly option (A) with the constant renamed. So (A) and (B) describe the same family of solutions, just written implicitly versus explicitly, and (C) is correct. (A1)对 (B) 取指数:$|y|=e^{C}|x|$,即 $y=Ax$($A=\pm e^{C}$ 为常数),这正是重新命名常数后的选项 (A)。故 (A)、(B) 描述的是同一解族,只是分别以隐式和显式书写,(C) 正确。(A1)

Insight.要点。 Separable equations often produce a general solution in implicit logarithmic form first; exponentiating both sides to clear the logs converts it to the more familiar explicit form. Recognizing when two answer choices are algebraically the same family (just packaged differently) is its own AP skill, do not assume only one option can be "the" answer.可分离方程往往先得到隐式对数形式的通解;对两边取指数消去对数,即可化为更熟悉的显式形式。识别两个选项在代数上是否为同一解族(只是包装形式不同),本身就是一项 AP 考试技能,切勿默认只有一个选项能成为"正确答案"。
Q14MEDIUM 7.8 Exponential7.8 指数模型No Calculator[2 marks]

A bacterial culture has $1000$ bacteria. After $4$ hours, the culture has $4000$ bacteria. If the growth rate is proportional to the current population, how many bacteria are present after $6$ hours?某细菌培养液初始含有 $1000$ 个细菌,$4$ 小时后增至 $4000$ 个。若增长速率与当前数量成正比,$6$ 小时后共有多少个细菌?

Answer:答案: (C) $8000$

Set up $P(t)=P_{0}e^{kt}$ and solve for $k$建立 $P(t)=P_{0}e^{kt}$ 并求 $k$ M1·A1

$P(t)=1000\,e^{kt}$. Using $P(4)=4000$: $e^{4k}=4$. Rather than solving for $k$ itself, note $P(6)=1000\,e^{6k}=1000\left(e^{4k}\right)^{3/2}$. (M1)$P(t)=1000\,e^{kt}$。由 $P(4)=4000$:$e^{4k}=4$。无需单独求出 $k$,注意到 $P(6)=1000\,e^{6k}=1000\left(e^{4k}\right)^{3/2}$。(M1)

So $P(6)=1000\cdot 4^{3/2}=1000\cdot 8=8000$. (A1)故 $P(6)=1000\cdot 4^{3/2}=1000\cdot 8=8000$。(A1)

Insight.要点。 Whenever a second time is a rational multiple of the first (here $6=\tfrac{3}{2}\cdot 4$), rewrite $e^{6k}=(e^{4k})^{3/2}$ instead of solving for $k=\tfrac{\ln 4}{4}$ and re-substituting: it is faster and sidesteps rounding error entirely. This "exponent ratio" trick generalizes the half-life shortcut from Q10.每当第二个时间点是第一个的有理数倍(此处 $6=\tfrac{3}{2}\cdot 4$)时,应将 $e^{6k}$ 改写为 $(e^{4k})^{3/2}$,而非先求出 $k=\tfrac{\ln 4}{4}$ 再代回:这样更快,且完全避免了舍入误差。这一"指数比"技巧是 Q10 半衰期捷径的推广。
Q15EASY 7.3 Slope Fields7.3 斜率场No Calculator[2 marks]

Consider $\dfrac{dy}{dx}=x-y$. The slope of the line segment in the slope field at the point $(2,1)$ is考虑 $\dfrac{dy}{dx}=x-y$,斜率场在点 $(2,1)$ 处线段的斜率为

Answer:答案: (C) $1$

Substitute the point directly into the DE将该点直接代入微分方程 M1·A1

The slope at any point $(x,y)$ is just the value of the right-hand side there: at $(2,1)$, $x=2$ and $y=1$. (M1)任意点 $(x,y)$ 处的斜率即为该点处方程右端的值:在 $(2,1)$ 处,$x=2$,$y=1$。(M1)

$\dfrac{dy}{dx}=x-y=2-1=1$. (A1)$\dfrac{dy}{dx}=x-y=2-1=1$。(A1)

Insight.要点。 A slope field question that gives one specific point is never asking you to solve the DE, it is asking you to evaluate the right-hand side at that point, exactly like evaluating any two-variable function. Save separation of variables for when a general or particular solution is explicitly requested.给出单个具体点的斜率场问题,从不要求求解微分方程,而是要求在该点处求方程右端的值,就像求任意二元函数的值一样。分离变量法应留待明确要求通解或特解时再使用。
Q16MEDIUM 7.6 Separable IVP7.6 可分离初值问题No Calculator[2 marks]

If $\dfrac{dy}{dx}=\dfrac{x}{y^{2}}$ with $y(0)=1$, then $y$ when $x=2$ equals若 $\dfrac{dy}{dx}=\dfrac{x}{y^{2}}$,且 $y(0)=1$,则 $x=2$ 时 $y$ 的值为

Answer:答案: (B) $\sqrt[3]{7}$

Separate, integrate, apply the initial condition分离变量、积分并代入初始条件 M1·A1

Separate: $y^{2}\,dy=x\,dx$, integrate: $\dfrac{y^{3}}{3}=\dfrac{x^{2}}{2}+C$. Using $y(0)=1$: $\dfrac{1}{3}=C$. (M1)分离变量:$y^{2}\,dy=x\,dx$,积分:$\dfrac{y^{3}}{3}=\dfrac{x^{2}}{2}+C$。由 $y(0)=1$:$\dfrac{1}{3}=C$。(M1)

At $x=2$: $\dfrac{y^{3}}{3}=\dfrac{4}{2}+\dfrac{1}{3}=2+\dfrac{1}{3}=\dfrac{7}{3}$, so $y^{3}=7$, giving $y=\sqrt[3]{7}$. (A1)当 $x=2$ 时:$\dfrac{y^{3}}{3}=\dfrac{4}{2}+\dfrac{1}{3}=2+\dfrac{1}{3}=\dfrac{7}{3}$,故 $y^{3}=7$,$y=\sqrt[3]{7}$。(A1)

Insight.要点。 When the power on $y$ is not $1$, separation still works exactly the same way, only the antiderivative changes ($y^{2}\,dy\to\tfrac{y^{3}}{3}$ instead of $\ln|y|$). Solve for the constant first using the initial condition, then substitute the target $x$-value; do not try to isolate $y$ explicitly until the very last step.当 $y$ 的幂次不为 $1$ 时,分离变量法依然完全适用,唯一变化的是不定积分本身($y^{2}\,dy\to\tfrac{y^{3}}{3}$,而非 $\ln|y|$)。应先用初始条件求出常数,再代入目标 $x$ 值;直到最后一步才显式解出 $y$。
Q17MEDIUM 7.7 Initial Conditions7.7 初始条件No Calculator[2 marks]

If $y$ satisfies $\dfrac{dy}{dx}=ye^{x}$ with $y(0)=1$, then $y(\ln 2)=$若 $y$ 满足 $\dfrac{dy}{dx}=ye^{x}$,且 $y(0)=1$,则 $y(\ln 2)=$

Answer:答案: (A) $e$

Separate, integrate, and use the initial condition分离变量、积分并使用初始条件 M1·A1

Separate: $\dfrac{dy}{y}=e^{x}\,dx$, integrate: $\ln|y|=e^{x}+C$. Using $y(0)=1$: $\ln 1=e^{0}+C\Rightarrow 0=1+C\Rightarrow C=-1$, so $\ln y=e^{x}-1$. (M1)分离变量:$\dfrac{dy}{y}=e^{x}\,dx$,积分:$\ln|y|=e^{x}+C$。由 $y(0)=1$:$\ln 1=e^{0}+C\Rightarrow 0=1+C\Rightarrow C=-1$,故 $\ln y=e^{x}-1$。(M1)

At $x=\ln 2$: $\ln y=e^{\ln 2}-1=2-1=1$, so $y=e^{1}=e$. (A1)当 $x=\ln 2$ 时:$\ln y=e^{\ln 2}-1=2-1=1$,故 $y=e^{1}=e$。(A1)

Insight.要点。 $e^{\ln 2}=2$ is the key simplification that makes this problem clean: whenever the target $x$-value is written as $\ln(\text{something})$, expect that $e^{x}$ will simplify to that "something" exactly, which is exactly why the problem was set up with $x=\ln 2$ instead of a decimal.$e^{\ln 2}=2$ 是使本题得以简化的关键:每当目标 $x$ 值写成 $\ln(\text{某数})$ 的形式时,应预期 $e^{x}$ 恰好化简为该"某数",这正是本题特意取 $x=\ln 2$ 而非小数的原因。
Q18HARD 7.4 Equilibrium7.4 平衡解No Calculator[2 marks]

Consider $\dfrac{dy}{dt}=y(2-y)$. The equilibrium solutions are考虑 $\dfrac{dy}{dt}=y(2-y)$,其平衡解为

Answer:答案: (C) $y=0$ and $y=2$$y=0$ 和 $y=2$

Set the rate of change to zero and solve令变化率为零并求解 M1·A1

Equilibrium (constant) solutions occur exactly where $\dfrac{dy}{dt}=0$ for all $t$: $y(2-y)=0$. (M1)平衡(常数)解恰好出现在使 $\dfrac{dy}{dt}=0$ 对所有 $t$ 成立之处:$y(2-y)=0$。(M1)

This factors to $y=0$ or $2-y=0$, giving the two equilibria $y=0$ and $y=2$. (A1)因式分解得 $y=0$ 或 $2-y=0$,即两个平衡解 $y=0$ 和 $y=2$。(A1)

Insight.要点。 This is the logistic equation in disguise, $\dfrac{dy}{dt}=y(2-y)=2y\left(1-\dfrac{y}{2}\right)$, so $y=0$ (extinction) and $y=2$ (carrying capacity) are exactly the two equilibria the BC-only logistic questions (Q BC3, FRQ BC2) train you to spot instantly from the factored form $ky(a-y)$.这实际上是伪装的逻辑斯谛方程 $\dfrac{dy}{dt}=y(2-y)=2y\left(1-\dfrac{y}{2}\right)$,故 $y=0$(灭绝)和 $y=2$(承载容量)正是仅限 BC 的逻辑斯谛题目(Q BC3、FRQ BC2)训练你从 $ky(a-y)$ 这一因式分解形式中一眼识别出的两个平衡解。
PART IIShow All Work展示全部步骤

Free-Response Solutions自由作答题解析

Full credit requires complete algebraic work: separation of variables, antiderivatives, $+C$, use of initial conditions, and correct solving for $y$.满分需展示完整代数步骤:分离变量、求不定积分、写 $+C$、代入初始条件,以及正确解出 $y$。

FRQ 1EASY 7.6 / 7.7 Separation7.6 / 7.7 分离变量No Calculator[6 marks]

Consider the differential equation $\dfrac{dy}{dx}=\dfrac{x}{y}$, where $y>0$.考虑微分方程 $\dfrac{dy}{dx}=\dfrac{x}{y}$,其中 $y>0$。

Answers:答案:  (a) $y^{2}=x^{2}+C$  ·  (b) $y=\sqrt{x^{2}+4}$  ·  (c) all reals全体实数

(a) Separate and integrate(a) 分离变量并积分 M1·A1

Cross-multiply: $y\,dy=x\,dx$. (M1)交叉相乘:$y\,dy=x\,dx$。(M1)

$$ \int y\,dy=\int x\,dx \;\Longrightarrow\; \frac{y^{2}}{2}=\frac{x^{2}}{2}+C' \;\Longrightarrow\; y^{2}=x^{2}+C. $$

(A1)

(b) Apply the initial condition(b) 代入初始条件 M1·A1

Substitute $x=0,\ y=2$ into the general solution: $2^{2}=0^{2}+C\Rightarrow C=4$, so $y^{2}=x^{2}+4$. (M1)代入 $x=0,\ y=2$:$2^{2}=0^{2}+C\Rightarrow C=4$,即 $y^{2}=x^{2}+4$。(M1)

Since $y>0$ is given, take the positive square root: $y=\sqrt{x^{2}+4}$. (A1)因题设 $y>0$,取正平方根:$y=\sqrt{x^{2}+4}$。(A1)

(c) Determine where the formula is defined(c) 确定该表达式的定义域 A1·R1

The expression under the radical, $x^{2}+4$, is at least $4$ for every real $x$: it is never zero or negative, so the square root is defined for every $x$. (A1)根号内的表达式 $x^{2}+4$ 对任意实数 $x$ 均不小于 $4$:从不为零或负,故平方根对所有 $x$ 均有定义。(A1)

Hence the domain of the particular solution is all real numbers, $(-\infty,\infty)$, with no restriction. (R1)故该特解的定义域为全体实数 $(-\infty,\infty)$,不受任何限制。(R1)

Insight.要点。 The restriction $y>0$ in the prompt is what lets you throw away the negative branch of the square root without further justification: without it, $y=\pm\sqrt{x^{2}+4}$ would both be valid, and the initial condition $y(0)=2>0$ would still be needed to pick the branch. Contrast this with Q8/FRQ4, where the domain genuinely is restricted because the denominator can vanish.题目中 $y>0$ 的限制正是使你无需额外论证即可舍去平方根负分支的原因:若无此限制,$y=\pm\sqrt{x^{2}+4}$ 均成立,仍需用初始条件 $y(0)=2>0$ 来选定分支。这与 Q8/FRQ4 形成对比,那里定义域确实受限,因为分母可能为零。
FRQ 2MEDIUM 7.3 / 7.4 / 7.6 / 7.7 Slope Field + Solve7.3 / 7.4 / 7.6 / 7.7 斜率场与求解No Calculator[6 marks]

Consider the differential equation $\dfrac{dy}{dx}=2xy$.考虑微分方程 $\dfrac{dy}{dx}=2xy$。

Answers:答案:  (a) nine slopes, see table九个斜率值,见表格  ·  (b) $y=e^{x^{2}}$  ·  (c) $f(1)=e$

(a) Evaluate $2xy$ at each of the nine points(a) 在九个点处分别计算 $2xy$ M1·A1

Substitute each $(x,y)$ pair directly into $\dfrac{dy}{dx}=2xy$: (M1)将每个 $(x,y)$ 直接代入 $\dfrac{dy}{dx}=2xy$:(M1)

$(x,y)$$(-1,-1)$$(0,-1)$$(1,-1)$$(-1,0)$$(0,0)$$(1,0)$$(-1,1)$$(0,1)$$(1,1)$
slope$2$$0$$-2$$0$$0$$0$$-2$$0$$2$

All three points along $y=0$ have slope $0$ (horizontal segments); segments in the top and bottom rows tilt oppositely because $2xy$ flips sign with $y$. (A1)所有 $y=0$ 上的三点斜率均为 $0$(水平线段);顶行与底行的线段方向相反,因为 $2xy$ 随 $y$ 变号。(A1)

(b) Solve the DE and apply $f(0)=1$(b) 求解微分方程并代入 $f(0)=1$ M1·A1·A1

Separate: $\dfrac{dy}{y}=2x\,dx$. (M1)分离变量:$\dfrac{dy}{y}=2x\,dx$。(M1)

$$ \int\frac{dy}{y}=\int 2x\,dx \;\Longrightarrow\; \ln|y|=x^{2}+C \;\Longrightarrow\; y=Ae^{x^{2}}. $$

Using $f(0)=1$: $1=Ae^{0}=A$, so $A=1$. (A1)由 $f(0)=1$:$1=Ae^{0}=A$,故 $A=1$。(A1)

The particular solution is $y=e^{x^{2}}$. (A1)故特解为 $y=e^{x^{2}}$。(A1)

(c) Evaluate at $x=1$(c) 代入 $x=1$ 求值 A1

$f(1)=e^{1^{2}}=e$. (A1)$f(1)=e^{1^{2}}=e$。(A1)

Insight.要点。 The row of zero slopes along $y=0$ in part (a) is not a coincidence: $y=0$ is itself a (trivial) equilibrium solution of $\dfrac{dy}{dx}=2xy$, since substituting $y=0$ gives $\dfrac{dy}{dx}=0$ identically. This is exactly why a solution curve with $f(0)=1\ne 0$ can never cross $y=0$: two solution curves of a well-behaved DE never intersect.(a) 中 $y=0$ 一行斜率全为零并非巧合:$y=0$ 本身就是 $\dfrac{dy}{dx}=2xy$ 的一个(平凡)平衡解,因为代入 $y=0$ 得 $\dfrac{dy}{dx}=0$ 恒成立。这正是为何满足 $f(0)=1\ne 0$ 的解曲线永远不会穿越 $y=0$:性质良好的微分方程的两条解曲线永不相交。
FRQ 3MEDIUM 7.1 / 7.7 / 7.8 Tank Leak7.1 / 7.7 / 7.8 水箱漏水Calculator[8 marks]

A tank initially contains $500$ gallons of water. Water leaks out at a rate proportional to the amount remaining: $\dfrac{dW}{dt}=k\,W$, where $t$ is in minutes. After $20$ minutes, the tank contains $400$ gallons.水箱初始含有 $500$ 加仑水,水以与剩余水量成正比的速率漏出,满足 $\dfrac{dW}{dt}=k\,W$,$t$ 以分钟为单位。$20$ 分钟后,水箱中剩余 $400$ 加仑。

Answers:答案:  (a) $W(t)=500e^{kt}$  ·  (b) $k\approx -0.0112$  ·  (c) $256$ gal加仑  ·  (d) $\approx -2.86$ gal/min加仑/分钟

(a) Solve the exponential DE(a) 求解该指数微分方程 M1·A1

$\dfrac{dW}{dt}=kW$ separates to $\dfrac{dW}{W}=k\,dt$, integrating to $W(t)=W_{0}e^{kt}$. (M1)$\dfrac{dW}{dt}=kW$ 分离变量为 $\dfrac{dW}{W}=k\,dt$,积分得 $W(t)=W_{0}e^{kt}$。(M1)

With $W_{0}=500$: $W(t)=500e^{kt}$. (A1)代入 $W_{0}=500$:$W(t)=500e^{kt}$。(A1)

(b) Use $W(20)=400$ to solve for $k$(b) 由 $W(20)=400$ 求 $k$ M1·A1

$500e^{20k}=400\Rightarrow e^{20k}=0.8\Rightarrow 20k=\ln(0.8)$. (M1)$500e^{20k}=400\Rightarrow e^{20k}=0.8\Rightarrow 20k=\ln(0.8)$。(M1)

$k=\dfrac{\ln(0.8)}{20}\approx\dfrac{-0.22314}{20}\approx -0.0112$ (four decimal places). (A1)$k=\dfrac{\ln(0.8)}{20}\approx\dfrac{-0.22314}{20}\approx -0.0112$(精确到小数点后四位)。(A1)

(c) Evaluate $W(60)$(c) 求 $W(60)$ M1·A1

Since $60=3\times 20$, write $W(60)=500\,e^{60k}=500\left(e^{20k}\right)^{3}=500(0.8)^{3}$ using the exact ratio from part (b) rather than the rounded $k$. (M1)因 $60=3\times 20$,可写 $W(60)=500\,e^{60k}=500\left(e^{20k}\right)^{3}=500(0.8)^{3}$,使用 (b) 中的精确比值而非四舍五入后的 $k$。(M1)

$W(60)=500(0.512)=256$ gallons (nearest gallon). (A1)$W(60)=500(0.512)=256$ 加仑(精确到整加仑)。(A1)

(d) Find the leak rate at $t=60$(d) 求 $t=60$ 时的漏水速率 M1·A1

The rate is given directly by the DE itself: $\dfrac{dW}{dt}=k\,W$. At $t=60$: $\dfrac{dW}{dt}=k\cdot W(60)\approx(-0.011157)(256)$. (M1)该速率由微分方程本身直接给出:$\dfrac{dW}{dt}=k\,W$。当 $t=60$ 时:$\dfrac{dW}{dt}=k\cdot W(60)\approx(-0.011157)(256)$。(M1)

$\dfrac{dW}{dt}\approx -2.856$ gallons per minute: water is leaking out at about $2.86$ gal/min at $t=60$. (A1)$\dfrac{dW}{dt}\approx -2.856$ 加仑/分钟:$t=60$ 时水以约 $2.86$ 加仑/分钟的速率漏出。(A1)

Insight.要点。 Part (d) is a trap for anyone who forgets that the differential equation itself is a rate formula: you never need to differentiate $W(t)$ again, since $\dfrac{dW}{dt}=kW$ was given from the start. Also note that using the exact relation $(e^{20k})^{3}=0.8^{3}$ in part (c) avoids compounding the rounding error from the four-decimal $k$ in part (b), always carry unrounded values forward when a later part depends on them.(d) 对于忘记微分方程本身就是速率公式的学生而言是一个陷阱:无需再对 $W(t)$ 求导,因为 $\dfrac{dW}{dt}=kW$ 从一开始就已给出。另需注意,(c) 中使用精确关系 $(e^{20k})^{3}=0.8^{3}$ 可避免累积 (b) 中四位小数 $k$ 带来的舍入误差;当后续部分依赖某个数值时,应始终携带未四舍五入的精确值。
FRQ 4HARD 7.2 / 7.6 / 7.7 Verify + Solve7.2 / 7.6 / 7.7 验证与求解No Calculator[8 marks]

Consider the differential equation $\dfrac{dy}{dx}=\dfrac{2y}{x+1}$.考虑微分方程 $\dfrac{dy}{dx}=\dfrac{2y}{x+1}$。

Answers:答案:  (a) verified已验证  ·  (b) $y=3(x+1)^{2}$  ·  (c) $(-1,\infty)$  ·  (d) $f''(0)=6$

(a) Differentiate the candidate and substitute(a) 对候选函数求导并代入 M1·A1

For $y=C(x+1)^{2}$: $y'=2C(x+1)$. (M1)对 $y=C(x+1)^{2}$:$y'=2C(x+1)$。(M1)

The right side of the DE is $\dfrac{2y}{x+1}=\dfrac{2C(x+1)^{2}}{x+1}=2C(x+1)=y'$: the two sides match identically for any $C$, so $y=C(x+1)^{2}$ is verified as a solution (for $x\ne -1$). (A1)方程右端为 $\dfrac{2y}{x+1}=\dfrac{2C(x+1)^{2}}{x+1}=2C(x+1)=y'$:对任意 $C$ 两边恒等,故 $y=C(x+1)^{2}$($x\ne -1$)被验证为解。(A1)

(b) Apply $f(0)=3$(b) 代入 $f(0)=3$ M1·A1

Substitute $x=0,\ y=3$ into $y=C(x+1)^{2}$: $3=C(1)^{2}=C$. (M1)将 $x=0,\ y=3$ 代入 $y=C(x+1)^{2}$:$3=C(1)^{2}=C$。(M1)

So $f(x)=3(x+1)^{2}$. (A1)故 $f(x)=3(x+1)^{2}$。(A1)

(c) Identify and justify the domain restriction(c) 确定并说明定义域限制 M1·R1

The differential equation's right side, $\dfrac{2y}{x+1}$, is undefined at $x=-1$ (division by zero); a solution to the DE (as opposed to the formula $3(x+1)^2$ considered on its own) can therefore only be claimed on an interval that avoids $x=-1$. (M1)该微分方程右端 $\dfrac{2y}{x+1}$ 在 $x=-1$ 处无定义(除以零);因此该微分方程的解(区别于单独考虑的公式 $3(x+1)^2$)只能在避开 $x=-1$ 的区间上成立。(M1)

Since $x=0$ lies to the right of $x=-1$, the largest open interval containing $x=0$ on which the differential equation (and hence the solution to it) is defined is $(-1,\infty)$. (R1)因 $x=0$ 位于 $x=-1$ 右侧,包含 $x=0$ 且使该微分方程(及其解)有定义的最大开区间是 $(-1,\infty)$。(R1)

(d) Compute $f''(0)$(d) 求 $f''(0)$ M1·A1

Differentiate $f(x)=3(x+1)^{2}$ directly: $f'(x)=6(x+1)$, so $f''(x)=6$ for all $x$. (M1)直接对 $f(x)=3(x+1)^{2}$ 求导:$f'(x)=6(x+1)$,故对所有 $x$ 有 $f''(x)=6$。(M1)

So $f''(0)=6$. (A1)故 $f''(0)=6$。(A1)

Insight.要点。 Part (c) is a genuine subtlety: even though $y=3(x+1)^{2}$ itself is a perfectly ordinary polynomial defined for every real $x$, it is only a solution to this differential equation where the equation's own right-hand side makes sense. Always locate the domain restriction from the original DE (here, wherever a denominator can vanish), not from the closed-form solution you eventually find.(c) 是一个真正的细微之处:尽管 $y=3(x+1)^{2}$ 本身是一个对所有实数 $x$ 均有定义的普通多项式,但它只有在方程右端本身有意义之处才是该微分方程的解。定义域限制应始终从原微分方程本身(此处即分母可能为零之处)确定,而非从最终求得的闭式解出发。
FRQ 5HARD 7.1 / 7.4 / 7.6 / 7.7 Population7.1 / 7.4 / 7.6 / 7.7 种群模型No Calculator[9 marks]

A biologist studies a fish population $P(t)$ in a lake, where $t$ is in years. The population is modeled by the differential equation $\dfrac{dP}{dt}=0.1\,P\left(1-\dfrac{P}{1000}\right)$. (You are not required to solve this differential equation.)某生物学家研究湖中鱼类种群 $P(t)$,$t$ 以年为单位,种群由微分方程 $\dfrac{dP}{dt}=0.1\,P\left(1-\dfrac{P}{1000}\right)$ 建模。(不要求求解该微分方程。)

Answers:答案:  (a) $24$ fish/yr条/年  ·  (b) $P=0,1000$  ·  (c) $448$  ·  (d) underestimate低估

(a) Substitute $P=400$ and interpret(a) 代入 $P=400$ 并解释 M1·A1

$\dfrac{dP}{dt}=0.1(400)\left(1-\dfrac{400}{1000}\right)=40(0.6)=24$. (M1)$\dfrac{dP}{dt}=0.1(400)\left(1-\dfrac{400}{1000}\right)=40(0.6)=24$。(M1)

In context: when the population is $400$ fish, it is increasing at a rate of $24$ fish per year. (A1)在语境中:当种群为 $400$ 条鱼时,其增长速率为每年 $24$ 条。(A1)

(b) Find equilibria and interpret(b) 求平衡解并解释 M1·A1

$\dfrac{dP}{dt}=0$ requires $0.1P\left(1-\dfrac{P}{1000}\right)=0$, so $P=0$ or $P=1000$. (M1)$\dfrac{dP}{dt}=0$ 要求 $0.1P\left(1-\dfrac{P}{1000}\right)=0$,故 $P=0$ 或 $P=1000$。(M1)

$P=0$ represents extinction (no fish, population stays at zero); $P=1000$ is the carrying capacity, the population level the lake can sustain indefinitely. (A1)$P=0$ 代表灭绝(无鱼,种群保持为零);$P=1000$ 是承载容量,即湖泊可持续维持的种群水平。(A1)

(c) Tangent-line approximation(c) 切线近似 M1·A1

Using $P(0)=400$ and $P'(0)=24$ from part (a): $P(2)\approx P(0)+P'(0)\cdot 2=400+24(2)$. (M1)利用 (a) 中的 $P(0)=400$ 和 $P'(0)=24$:$P(2)\approx P(0)+P'(0)\cdot 2=400+24(2)$。(M1)

$P(2)\approx 400+48=448$. (A1)$P(2)\approx 400+48=448$。(A1)

(d) Implicit differentiation and concavity(d) 隐式微分与凹凸性 M1·A1·R1

Expand: $\dfrac{dP}{dt}=0.1P-0.0001P^{2}$. Differentiate both sides with respect to $t$, treating $P$ as a function of $t$: $\dfrac{d^{2}P}{dt^{2}}=\left(0.1-0.0002P\right)\dfrac{dP}{dt}$. (M1)展开:$\dfrac{dP}{dt}=0.1P-0.0001P^{2}$。对两边关于 $t$ 求导(将 $P$ 视为 $t$ 的函数):$\dfrac{d^{2}P}{dt^{2}}=\left(0.1-0.0002P\right)\dfrac{dP}{dt}$。(M1)

At $P=400$: $\dfrac{dP}{dt}=24$ (part a), so $\dfrac{d^{2}P}{dt^{2}}=(0.1-0.0002(400))(24)=(0.1-0.08)(24)=(0.02)(24)=0.48>0$. (A1)当 $P=400$ 时:$\dfrac{dP}{dt}=24$((a) 中已求得),故 $\dfrac{d^{2}P}{dt^{2}}=(0.1-0.0002(400))(24)=(0.1-0.08)(24)=(0.02)(24)=0.48>0$。(A1)

Since $\dfrac{d^{2}P}{dt^{2}}>0$ at $t=0$, the graph of $P$ is concave up there, so the tangent line lies below the true curve: the approximation in part (c) is an underestimate of $P(2)$. (R1)因 $t=0$ 处 $\dfrac{d^{2}P}{dt^{2}}>0$,$P$ 的图像在该处凹向上,故切线位于真实曲线下方:(c) 中的近似是 $P(2)$ 的低估。(R1)

Insight.要点。 The phrase "you are not required to solve this differential equation" is a signal, not a limitation: every part here (rate, equilibria, tangent approximation, concavity) is answerable by substitution and implicit differentiation directly on the DE. Part (d) reuses the value $\dfrac{dP}{dt}=24$ computed in part (a), always look for that kind of reuse across FRQ parts before recomputing from scratch."不要求求解该微分方程"这一措辞是一种提示,而非限制:本题每个部分(速率、平衡解、切线近似、凹凸性)都可直接通过在微分方程上代入和隐式微分来解答。(d) 复用了 (a) 中已求得的 $\dfrac{dP}{dt}=24$,在 FRQ 各部分之间应始终留意此类可复用之处,而非从头重新计算。
PART III: (BC) EXTENSIONSTopics 7.5, 7.9 - BC ONLY主题 7.5, 7.9 - 仅 BC

BC-Only Solutions仅 BC 解析

BC ONLY. The following solutions cover Euler's method (Topic 7.5) and logistic models (Topic 7.9).以下解析涵盖欧拉法(主题 7.5)和逻辑斯谛模型(主题 7.9)。
Q BC1MEDIUM7.5 Euler's Method7.5 欧拉法BC ONLYNo Calculator[2 marks]

Let $y=f(x)$ be the solution to $\dfrac{dy}{dx}=x+y$ with $f(0)=1$. Use Euler's method with two steps of equal size $h=0.5$ starting at $x=0$ to approximate $f(1)$.设 $y=f(x)$ 是满足 $\dfrac{dy}{dx}=x+y$,且 $f(0)=1$ 的解,从 $x=0$ 出发,用步长 $h=0.5$ 的两步欧拉法近似 $f(1)$。

Answer:答案: (B) $2.500$

Run two Euler steps进行两步欧拉迭代 M1·A1

Step 1, from $(x_{0},y_{0})=(0,1)$: slope $=x_{0}+y_{0}=0+1=1$, so $y_{1}=y_{0}+h\cdot\text{slope}=1+0.5(1)=1.5$ at $x_{1}=0.5$. (M1)第一步,从 $(x_{0},y_{0})=(0,1)$ 出发:斜率 $=x_{0}+y_{0}=0+1=1$,故 $y_{1}=y_{0}+h\cdot\text{斜率}=1+0.5(1)=1.5$,此时 $x_{1}=0.5$。(M1)

Step 2, from $(0.5,1.5)$: slope $=0.5+1.5=2$, so $y_{2}=1.5+0.5(2)=2.5$ at $x_{2}=1$. Hence $f(1)\approx 2.500$. (A1)第二步,从 $(0.5,1.5)$ 出发:斜率 $=0.5+1.5=2$,故 $y_{2}=1.5+0.5(2)=2.5$,此时 $x_{2}=1$。故 $f(1)\approx 2.500$。(A1)

Insight.要点。 Each Euler step recomputes the slope at the new point reached by the previous step, not at the original starting point: this is what makes it a genuine numerical method rather than one big tangent-line step. This exact setup ($\dfrac{dy}{dx}=x+y$, $f(0)=1$, $h=0.5$) recurs in the Study Guide's own worked example, worth cross-checking.每一步欧拉迭代都在上一步到达的新点处重新计算斜率,而非始终在原始起点处计算:这正是它成为真正数值方法(而非一个大的切线单步)的原因。此题的具体设置($\dfrac{dy}{dx}=x+y$,$f(0)=1$,$h=0.5$)与学习指南中的例题完全一致,值得对照检验。
Q BC2MEDIUM7.5 Euler - Concavity7.5 欧拉法与凹凸性BC ONLYNo Calculator[2 marks]

Suppose the solution $y=f(x)$ to a differential equation is concave up on the interval $[a,b]$. An Euler's-method approximation of $f(b)$ starting from $f(a)$ with positive step size $h$ will be设某微分方程的解 $y=f(x)$ 在区间 $[a,b]$ 上是上凸的(即凹形)。从 $f(a)$ 出发用正步长 $h$ 的欧拉法近似 $f(b)$,结果将

Answer:答案: (B) always less than the true value $f(b)$.始终小于真实值 $f(b)$。

Apply the tangent-line/concavity relationship运用切线与凹凸性的关系 M1·A1

Each Euler step advances along the tangent line at the current point. On a concave-up curve ($f''>0$), every tangent line lies entirely below the curve except at the point of tangency itself. (M1)每一步欧拉迭代都沿当前点处的切线前进。在上凸曲线($f''>0$)上,除切点本身外,每条切线均完全位于曲线下方。(M1)

Since every step lands below the true curve, and the next step's slope is then computed from that low point (compounding the underestimate), the Euler approximation is always less than $f(b)$. (A1)因每一步都落在真实曲线下方,且下一步的斜率又是从这一偏低点计算得出(使低估累积),故欧拉近似始终小于 $f(b)$。(A1)

Insight.要点。 This is the same rule used for local linearization in Q12 and FRQ BC1(b): concave up $\Rightarrow$ tangent lies below $\Rightarrow$ underestimate; concave down $\Rightarrow$ tangent lies above $\Rightarrow$ overestimate. It applies identically whether you take one tangent step or many small Euler steps, and multiple small steps do not change which side of the curve you land on, only how far off you are.这与 Q12 及 FRQ BC1(b) 中局部线性化所用的规则相同:上凸 $\Rightarrow$ 切线在下方 $\Rightarrow$ 低估;下凸 $\Rightarrow$ 切线在上方 $\Rightarrow$ 高估。无论是一步切线近似还是多步小步长欧拉迭代,该规则同样适用;多个小步长并不会改变落在曲线哪一侧,只会改变偏差的大小。
Q BC3EASY7.9 Logistic - Carrying Capacity7.9 逻辑斯谛,承载容量BC ONLYNo Calculator[2 marks]

A population $P(t)$ satisfies $\dfrac{dP}{dt}=0.04\,P\!\left(1-\dfrac{P}{500}\right)$. The carrying capacity and the population value at which $P$ is increasing fastest are, respectively,种群 $P(t)$ 满足 $\dfrac{dP}{dt}=0.04\,P\!\left(1-\dfrac{P}{500}\right)$,承载容量以及 $P$ 增长最快时的种群值分别为

Answer:答案: (A) $500$ and $250$

Match to the standard logistic form与标准逻辑斯谛形式匹配 M1·A1

Comparing to $\dfrac{dP}{dt}=kP\!\left(1-\dfrac{P}{K}\right)$, here $k=0.04$ and $K=500$: the carrying capacity is $K=500$. (M1)与 $\dfrac{dP}{dt}=kP\!\left(1-\dfrac{P}{K}\right)$ 比较,此处 $k=0.04$,$K=500$:承载容量为 $K=500$。(M1)

The logistic model grows fastest at half the carrying capacity, $P=\dfrac{K}{2}=\dfrac{500}{2}=250$. (A1)逻辑斯谛模型在承载容量的一半处增长最快,即 $P=\dfrac{K}{2}=\dfrac{500}{2}=250$。(A1)

Insight.要点。 Both facts, carrying capacity $=K$ and fastest growth at $P=K/2$, are read directly off the coefficients without any calculus once the equation is in the standard form $kP(1-P/K)$: no differentiation is needed, unlike FRQ BC2(c) which asks you to derive the $K/2$ result from scratch via $\dfrac{d^{2}P}{dt^{2}}$.一旦方程化为标准形式 $kP(1-P/K)$,承载容量 $=K$ 以及增长最快处 $P=K/2$ 这两个结论均可直接从系数读出,无需任何微积分运算;这与 FRQ BC2(c) 不同,后者要求你通过 $\dfrac{d^{2}P}{dt^{2}}$ 从零推导出 $K/2$ 这一结果。
FRQ BC1HARD7.5 Euler's Method (Tabular)7.5 欧拉法(表格法)BC ONLYNo Calculator[8 marks]

Consider the differential equation $\dfrac{dy}{dx}=x-y$ with initial condition $y(0)=2$.考虑微分方程 $\dfrac{dy}{dx}=x-y$,初始条件为 $y(0)=2$。

Answers:答案:  (a) $y(1)\approx 0.75$  ·  (b) underestimate低估  ·  (c) closer更接近

(a) Two Euler steps with $h=0.5$(a) 步长 $h=0.5$ 的两步欧拉法 M1·A1·A1

$n$$0$$1$$2$
$x_n$$0$$0.5$$1$
$y_n$$2$$1$$0.75$
slope $x_n-y_n$$-2$$-0.5$$\cdot$

Step 1: slope at $(0,2)$ is $0-2=-2$, so $y_{1}=2+0.5(-2)=1$ at $x_{1}=0.5$. (M1)第一步:$(0,2)$ 处斜率为 $0-2=-2$,故 $y_{1}=2+0.5(-2)=1$,$x_{1}=0.5$。(M1)

Step 2: slope at $(0.5,1)$ is $0.5-1=-0.5$, so $y_{2}=1+0.5(-0.5)=0.75$ at $x_{2}=1$. (A1)第二步:$(0.5,1)$ 处斜率为 $0.5-1=-0.5$,故 $y_{2}=1+0.5(-0.5)=0.75$,$x_{2}=1$。(A1)

So $y(1)\approx 0.75$. (A1)故 $y(1)\approx 0.75$。(A1)

(b) Second derivative and bias direction(b) 二阶导数与偏差方向 M1·A1·R1

Differentiate $\dfrac{dy}{dx}=x-y$ implicitly with respect to $x$: $\dfrac{d^{2}y}{dx^{2}}=1-\dfrac{dy}{dx}=1-(x-y)=1-x+y$. (M1)对 $\dfrac{dy}{dx}=x-y$ 关于 $x$ 隐式求导:$\dfrac{d^{2}y}{dx^{2}}=1-\dfrac{dy}{dx}=1-(x-y)=1-x+y$。(M1)

Evaluating along the Euler path: at $(0,2)$, $1-0+2=3>0$; at $(0.5,1)$, $1-0.5+1=1.5>0$. Both sampled points give $\dfrac{d^{2}y}{dx^{2}}>0$, indicating the true solution curve is concave up on this interval. (A1)沿欧拉路径求值:在 $(0,2)$ 处,$1-0+2=3>0$;在 $(0.5,1)$ 处,$1-0.5+1=1.5>0$。两个采样点均给出 $\dfrac{d^{2}y}{dx^{2}}>0$,表明真实解曲线在此区间上凹向上。(A1)

Since the curve is concave up, each tangent-line (Euler) step lies below the true curve, so the approximation $y(1)\approx 0.75$ is an underestimate of the true value of $y(1)$. (R1)因曲线凹向上,每一步切线(欧拉)近似都落在真实曲线下方,故近似值 $y(1)\approx 0.75$ 是 $y(1)$ 真实值的低估。(R1)

(c) Predict the effect of a smaller step size(c) 预测更小步长的影响 R1·R1

Euler's method error grows with the size of each step, since a larger $h$ lets the tangent line drift farther from the true curve before the slope is recomputed; using four steps of $h=0.25$ instead of two steps of $h=0.5$ re-corrects the direction twice as often. (R1)欧拉法的误差随每步步长增大而增大,因为较大的 $h$ 会使切线在下一次重新计算斜率之前偏离真实曲线更远;用步长 $h=0.25$ 的四步而非 $h=0.5$ 的两步,重新校正方向的次数增加了一倍。(R1)

So the second student's approximation, with the smaller step size, will be closer to the true value of $y(1)$ (though, since the curve is still concave up throughout, it will still be an underestimate). (R1)故第二位同学用更小步长得到的近似值将更接近 $y(1)$ 的真实值(不过因曲线始终凹向上,该近似仍将是低估)。(R1)

Insight.要点。 You never need the closed-form solution to answer (b) or (c): evaluating $\dfrac{d^{2}y}{dx^{2}}=1-x+y$ at the Euler-generated points is enough to pin down concavity, and the general fact "more, smaller Euler steps reduce error" needs no computation at all. (For reference, the exact solution is $y=x-1+3e^{-x}$, giving $y(1)=3/e\approx 1.104$, confirming both that $0.75$ underestimates it and that $y''=3e^{-x}>0$ throughout.)回答 (b)、(c) 均无需求出闭式解:在欧拉法生成的各点处求 $\dfrac{d^{2}y}{dx^{2}}=1-x+y$ 的值即足以确定凹凸性,而"步长更小、步数更多可减小误差"这一普遍事实完全无需计算。(供参考,精确解为 $y=x-1+3e^{-x}$,给出 $y(1)=3/e\approx 1.104$,既证实了 $0.75$ 是低估,也证实了 $y''=3e^{-x}>0$ 在此区间始终成立。)
FRQ BC2HARD7.9 Logistic Model7.9 逻辑斯谛模型BC ONLYNo Calculator[10 marks]

A wildlife biologist models a deer population $P(t)$, where $t$ is in years, by $\dfrac{dP}{dt}=0.2\,P\!\left(1-\dfrac{P}{800}\right)$, with $P(0)=100$.某野生生物学家以 $\dfrac{dP}{dt}=0.2\,P\!\left(1-\dfrac{P}{800}\right)$ 建模鹿群数量 $P(t)$,$t$ 以年为单位,初始条件 $P(0)=100$。

Answers:答案:  (a) $K=800,\ \lim_{t\to\infty}P(t)=800$  ·  (b) $P=400,\ \dfrac{dP}{dt}=40$  ·  (c) inflection at拐点在 $P=400$  ·  (d) sigmoid curveS 形曲线

(a) Carrying capacity and the long-run limit(a) 承载容量与长期极限 A1·R1

Matching to $kP(1-P/K)$ gives carrying capacity $K=800$. (A1)与 $kP(1-P/K)$ 匹配,得承载容量 $K=800$。(A1)

Since $\dfrac{dP}{dt}=0$ at $P=0$ and $P=800$, and $\dfrac{dP}{dt}>0$ for $0因 $\dfrac{dP}{dt}=0$ 于 $P=0$ 和 $P=800$ 处成立,且当 $00$(此区间内 $P$ 与 $1-P/800$ 两因子均为正),故从 $P(0)=100$ 出发的种群单调递增且以 $800$ 为上界,所以 $\displaystyle\lim_{t\to\infty}P(t)=800$。(R1)

(b) Fastest growth and the rate there(b) 最快增长处及其速率 M1·A1

Growth is fastest at half the carrying capacity: $P=\dfrac{800}{2}=400$. (M1)增长在承载容量一半处最快:$P=\dfrac{800}{2}=400$。(M1)

$\dfrac{dP}{dt}\bigg|_{P=400}=0.2(400)\left(1-\dfrac{400}{800}\right)=80(0.5)=40$ deer per year. (A1)$\dfrac{dP}{dt}\bigg|_{P=400}=0.2(400)\left(1-\dfrac{400}{800}\right)=80(0.5)=40$ 只/年。(A1)

(c) Second derivative and the inflection value(c) 二阶导数与拐点值 M1·A1·A1·R1

Expand: $\dfrac{dP}{dt}=0.2P-0.00025P^{2}$. Differentiate with respect to $t$: $\dfrac{d^{2}P}{dt^{2}}=(0.2-0.0005P)\dfrac{dP}{dt}$. (M1)展开:$\dfrac{dP}{dt}=0.2P-0.00025P^{2}$。关于 $t$ 求导:$\dfrac{d^{2}P}{dt^{2}}=(0.2-0.0005P)\dfrac{dP}{dt}$。(M1)

Substituting $\dfrac{dP}{dt}=0.2P(1-P/800)$ back in gives $\dfrac{d^{2}P}{dt^{2}}$ purely in terms of $P$: (A1)代回 $\dfrac{dP}{dt}=0.2P(1-P/800)$,得到仅以 $P$ 表示的 $\dfrac{d^{2}P}{dt^{2}}$:(A1)

$$ \frac{d^{2}P}{dt^{2}}=0.04\,P\left(1-\frac{P}{800}\right)\left(1-\frac{P}{400}\right). $$

The factor $0.04P\left(1-\tfrac{P}{800}\right)>0$ throughout $0400$ (concave down), and zero exactly at $P=400$. (A1)因子 $0.04P\left(1-\tfrac{P}{800}\right)>0$ 在 $0400$ 时为负(凹向下),恰在 $P=400$ 处为零。(A1)

Since $\dfrac{d^{2}P}{dt^{2}}$ changes sign at $P=400$, the graph of $P(t)$ has an inflection point there, confirming the fastest-growth value found in part (b). (R1)因 $\dfrac{d^{2}P}{dt^{2}}$ 在 $P=400$ 处变号,$P(t)$ 的图像在该处有拐点,印证了 (b) 中求得的最快增长值。(R1)

(d) Sketch the qualitative graph(d) 画出示意图 A1·A1

Starting from $P(0)=100$, the curve rises, concave up while $P<400$, passes through the inflection point at $P=400$, then continues rising but concave down while $400从 $P(0)=100$ 出发,曲线在 $P<400$ 时上升且凹向上,经过 $P=400$ 处的拐点,随后在 $400

Label the inflection at height $P=400$ and the horizontal asymptote at $P=800$ on the sketch. (A1)在图中标出高度 $P=400$ 处的拐点和 $P=800$ 处的水平渐近线。(A1)

Insight.要点。 Every logistic curve has exactly this shape, regardless of $k$ and $K$: concave up below $K/2$, an inflection exactly at $K/2$, concave down between $K/2$ and $K$, and a horizontal asymptote at $K$. The general derivation $\dfrac{d^{2}P}{dt^{2}}=k^{2}P(1-P/K)(1-2P/K)$ (see the Study Guide's derivation box) always factors into three pieces, and the middle factor $(1-2P/K)$ is the only one that ever changes sign on $(0,K)$: that single sign change is the entire mechanism behind the inflection.无论 $k$、$K$ 取何值,每条逻辑斯谛曲线的形状都完全相同:在 $K/2$ 以下凹向上,恰在 $K/2$ 处有拐点,在 $K/2$ 与 $K$ 之间凹向下,并在 $K$ 处有水平渐近线。一般推导 $\dfrac{d^{2}P}{dt^{2}}=k^{2}P(1-P/K)(1-2P/K)$(见学习指南推导框)总是分解为三个因子,而其中只有中间因子 $(1-2P/K)$ 会在 $(0,K)$ 上变号:这一次变号正是拐点存在的全部机制所在。