Sequences
and Series数列与级数
Sequences and series turn the function machine on the integers: each input is a position $n$, each output is a term $a_n$, and "summing the first $n$ terms" promotes the sequence to a series. This unit covers vocabulary (terms, recursive vs explicit definitions), arithmetic sequences and their finite sums, geometric sequences and their finite sums, the special infinite-geometric case that converges when $|r| < 1$, and sigma notation as the compact summation language. We make the exp-function-to-geometric-sequence connection explicit (the BC PC12 curriculum names it). The unit feeds into Exponential and Logarithmic Functions (exponential growth seen as a geometric sequence), AP Calc BC Unit 10 (series), and IB Math HL A1 (sequences and series) and E6 (Maclaurin series).数列(sequence)与级数(series)把函数机器架到了整数上:每个输入是位置 $n$,每个输出是一个项(term)$a_n$,"求前 $n$ 项之和"即把数列升级为级数。本单元涵盖基础术语(项、递推与通项两种定义)、等差数列及其有限和、等比数列及其有限和、当 $|r| < 1$ 时收敛的特殊无穷等比情形,以及作为紧凑求和语言的西格玛符号。我们会明确指出"指数函数 $\leftrightarrow$ 等比数列"的连接(BC PC12 课纲点名了这层关系)。本单元向上衔接指数与对数函数(指数增长视为等比数列)、AP Calc BC Unit 10(级数)、以及 IB Math HL A1(数列与级数)和 E6(麦克劳林级数)。
Sequences Vocabulary数列基础术语
HSF-IF.A.3: "sequences are functions, sometimes defined recursively, whose domain is a subset of the integers."输入是位置 $n = 1, 2, 3, \dots$;输出是项 $a_n$。CCSSM HSF-IF.A.3:"数列是定义域为整数子集的函数,有时以递推方式定义。"
- Term.项。 A single output $a_n$; the subscript is the position, the value is the term.单个输出 $a_n$;下标是位置,数值是项。
- Explicit definition.通项公式定义。 A formula in $n$, e.g. $a_n = 2 n + 1$ gives $3, 5, 7, 9, \dots$ Plug in, read out.关于 $n$ 的公式,例如 $a_n = 2 n + 1$ 给出 $3, 5, 7, 9, \dots$ 代入即得。
- Recursive definition.递推公式定义。 A seed plus a rule, e.g. $a_1 = 3$, $a_{n+1} = a_n + 2$. Same sequence as above. Need both pieces or the sequence isn't pinned down.初值加递推规则,例如 $a_1 = 3$、$a_{n+1} = a_n + 2$。这与上式是同一数列。缺一不可,否则数列无法被唯一确定。
- Finite vs infinite.有限与无穷。 Finite: domain $\{1, \dots, N\}$. Infinite: all of $\mathbb{N}$.有限:定义域 $\{1, \dots, N\}$。无穷:整个 $\mathbb{N}$。
HSF-BF.A.2 asks for translation between recursive and explicit. Arithmetic and geometric are the two families where the translation is mechanical.HSF-BF.A.2 要求在递推与通项两种形式间互译。等差与等比是两类可机械互译的数列。A sequence is defined by $a_1 = 7$ and $a_{n+1} = a_n + 4$. Write the first five terms and find an explicit formula.数列由 $a_1 = 7$ 与 $a_{n+1} = a_n + 4$ 定义。写出前 5 项,并求通项公式。
Terms.列项。 $a_1 = 7, a_2 = 11, a_3 = 15, a_4 = 19, a_5 = 23$ (add $4$ each step).$a_1 = 7, a_2 = 11, a_3 = 15, a_4 = 19, a_5 = 23$(每步加 $4$)。
Spot the pattern.看规律。 After $n - 1$ steps from $a_1$ we have added $4(n - 1)$, so $a_n = 7 + 4(n - 1) = 4 n + 3$.自 $a_1$ 走 $n - 1$ 步累加 $4(n - 1)$,所以 $a_n = 7 + 4(n - 1) = 4 n + 3$。
Sanity check.合理性核验。 $a_1 = 7$, $a_5 = 23$ , match.$a_1 = 7$、$a_5 = 23$ , 对得上。
Evaluate.评注。 The explicit form reads any term in one substitution ($a_{100} = 403$); the recursive form needs $99$ additions. For arithmetic sequences, always translate to explicit before computing far-out terms.通项公式一步代入就能读出任一项($a_{100} = 403$);递推形式需累加 $99$ 次。等差数列若要算远项,请先化为通项。
Going deeper · Why "sequence" is just function-language on the integers深入 · 为何"数列"只是整数上的函数语言
A function $f : A \to B$ assigns to each input in $A$ a single output in $B$. A sequence $(a_n)_{n \ge 1}$ does exactly this with $A = \mathbb{N}$ and $B = \mathbb{R}$; the subscript $a_n$ is shorthand for $a(n)$. Everything you know about function notation carries over: domain, range, equality, composition. The recursive-vs-explicit dichotomy is the same as the difference between an iteration $x_{n+1} = g(x_n)$ and a closed-form $x_n = h(n)$ , iterations are easy to define from a rule, closed forms are easy to evaluate. CCSSM HSF-BF.A.2 asks for fluency both directions on the two families where the closed form is mechanical.函数 $f : A \to B$ 把 $A$ 中的每个输入唯一对应到 $B$ 中的输出。数列 $(a_n)_{n \ge 1}$ 正是取 $A = \mathbb{N}$、$B = \mathbb{R}$ 的特例;下标 $a_n$ 是 $a(n)$ 的简写。函数那一套(定义域、值域、相等、复合)全部继承下来。递推与通项之分,就是迭代 $x_{n+1} = g(x_n)$ 与闭式 $x_n = h(n)$ 之分 , 迭代易由规则写出,闭式易于求值。CCSSM HSF-BF.A.2 要求在两类闭式可机械写出的家族中熟练双向转换。
Arithmetic Sequences等差数列 🇨🇦 BC PC10 · 🇨🇦 ON MCR3U · 🇺🇸 US Alg 1
- Recursive:递推: $a_1$ given, $a_{n+1} = a_n + d$.给定 $a_1$,$a_{n+1} = a_n + d$。
- Explicit:通项: $a_n = a_1 + (n - 1) d$. Ontario MCR3U C2.2 writes this as $t_n = a + (n - 1) d$.$a_n = a_1 + (n - 1) d$。安大略 MCR3U C2.2 写作 $t_n = a + (n - 1) d$。
- Direction:单调性: $d > 0$ increasing, $d < 0$ decreasing, $d = 0$ constant.$d > 0$ 递增,$d < 0$ 递减,$d = 0$ 常数。
$a_1$ is the first term; $d$ is the common difference; $n \ge 1$.$a_1$ 为首项;$d$ 为公差;$n \ge 1$。
An arithmetic sequence has $a_1 = -3$ and $d = 5$. (a) Find $a_{20}$. (b) Which term equals $97$?等差数列首项 $a_1 = -3$、公差 $d = 5$。(a) 求 $a_{20}$。(b) 第几项等于 $97$?
(a) Twentieth term:(a) 第二十项: $a_{20} = -3 + 19 \cdot 5 = 92$.
(b) Position from value.(b) 由值求位置。 Solve $97 = -3 + (n - 1) \cdot 5$: $100 = 5(n - 1)$, so $n = 21$.解 $97 = -3 + (n - 1) \cdot 5$:$100 = 5(n - 1)$,得 $n = 21$。
Evaluate.评注。 Cross-check: $a_{21} = a_{20} + d = 92 + 5 = 97$. Confirmed.核验:$a_{21} = a_{20} + d = 92 + 5 = 97$。一致。
Going deeper · Arithmetic-as-linear, geometrically深入 · 等差即线性的几何图像
Plot $(n, a_n)$ for $n = 1, 2, 3, \dots$. Because $a_{n+1} - a_n = d$ is constant, the dots lie on a line of slope $d$; the continuous extension is $f(x) = d x + (a_1 - d)$. Ontario MCR3U C1.1 names this explicitly ("arithmetic sequences correspond to discrete linear functions"); BC FMP&PC10 names the same picture as "connecting arithmetic sequences to linear relations." Whichever curriculum you sit inside, the two ideas are the same idea wearing different vocabulary.对 $n = 1, 2, 3, \dots$ 描点 $(n, a_n)$。因为 $a_{n+1} - a_n = d$ 恒定,所有点位于斜率为 $d$ 的直线上;其连续延拓为 $f(x) = d x + (a_1 - d)$。安大略 MCR3U C1.1 明确指出:"等差数列对应离散线性函数";BC FMP&PC10 描述为"将等差数列与线性关系联系起来"。无论你身处哪一大纲,这两种说法是同一概念的不同表达。
Arithmetic Series等差级数
- Average-times-count form:"平均数乘项数"形式: $S_n = \tfrac{n}{2}(a_1 + a_n)$. Read as "$n$ terms each averaging the midpoint of first and last."$S_n = \tfrac{n}{2}(a_1 + a_n)$。可读作"$n$ 项,每项等于首末项的平均数"。
- Parameter form:参数形式: $S_n = \tfrac{n}{2}(2 a_1 + (n - 1) d)$. Same formula with $a_n$ expanded out.$S_n = \tfrac{n}{2}(2 a_1 + (n - 1) d)$。把 $a_n$ 展开后的同一个公式。
Both are exact for any arithmetic sequence with first term $a_1$, common difference $d$, and $n \ge 1$.两式对任意首项为 $a_1$、公差为 $d$、$n \ge 1$ 的等差数列均成立。
Find the sum of the first $50$ terms of the arithmetic sequence $4, 7, 10, 13, \dots$求等差数列 $4, 7, 10, 13, \dots$ 前 $50$ 项之和。
Identify.辨识。 $a_1 = 4$, $d = 3$, $n = 50$. Compute $a_{50} = 4 + 49 \cdot 3 = 151$.$a_1 = 4$、$d = 3$、$n = 50$。先求 $a_{50} = 4 + 49 \cdot 3 = 151$。
Average-times-count form:"平均乘项数"式: $S_{50} = \tfrac{50}{2}(4 + 151) = 25 \cdot 155 = 3875$.
Cross-check (parameter form):交叉核验(参数式): $S_{50} = \tfrac{50}{2}(2 \cdot 4 + 49 \cdot 3) = 25 \cdot 155 = 3875$. Same answer either way.$S_{50} = \tfrac{50}{2}(2 \cdot 4 + 49 \cdot 3) = 25 \cdot 155 = 3875$。两式同值。
Evaluate.评注。 When you have $a_n$ in hand, use the first form; when you have $d$, use the second.手上有 $a_n$ 用第一式;有 $d$ 用第二式。
Going deeper · Gauss's pairing argument for the arithmetic sum深入 · 高斯配对法推导等差求和
Write the sum forwards and backwards, then add columnwise:把求和正序与逆序写出,再按列相加:
$$ S_n = a_1 + a_2 + \dots + a_n, \qquad S_n = a_n + a_{n-1} + \dots + a_1. $$For arithmetic sequences each "balanced" pair sums to the same value: $a_k + a_{n-k+1} = 2 a_1 + (n - 1) d = a_1 + a_n$. So adding the two lines gives $n$ copies of $a_1 + a_n$:对等差数列而言,每一组"对称"配对之和相同:$a_k + a_{n-k+1} = 2 a_1 + (n - 1) d = a_1 + a_n$。两行相加便得 $n$ 个 $a_1 + a_n$:
$$ 2 S_n = n (a_1 + a_n) \;\Longrightarrow\; S_n = \tfrac{n}{2}(a_1 + a_n). $$The apocryphal story: young Gauss summed $1 + 2 + \dots + 100$ by spotting that $1 + 100 = 2 + 99 = \dots = 101$, with $50$ pairs, giving $5050$.流传的轶事:少年高斯察觉 $1 + 100 = 2 + 99 = \dots = 101$,凑出 $50$ 对,得 $5050$,从而瞬间算出 $1 + 2 + \dots + 100$。
Geometric Sequences等比数列 🇨🇦 BC PC12 · 🇨🇦 ON MCR3U · 🇺🇸 US Alg 2+
HSF-BF.A.2 and HSF-LE.A.2. The BC PC12 Curricular Competency names the connection ("exponential functions to geometric sequences") that we develop in the going-deeper below.各大纲中等比数列均在等差之后才出现。BC PC12 把它列为独立内容主题(等比数列与级数);安大略放在 MCR3U C 链;CCSSM 通过 HSF-BF.A.2 与 HSF-LE.A.2 覆盖。BC PC12 的"课程胜任力"明点出"指数函数与等比数列"的关联,下文"深入"部分会展开。
- Recursive:递推: $a_1$ given, $a_{n+1} = r \cdot a_n$.给定 $a_1$,$a_{n+1} = r \cdot a_n$。
- Explicit:通项: $a_n = a_1 \cdot r^{n - 1}$.$a_n = a_1 \cdot r^{n - 1}$。
- Find $r$:求 $r$: $r = a_{n+1}/a_n$ for any consecutive pair (constant iff geometric).$r = a_{n+1}/a_n$ 对任意相邻两项均成立(恒定当且仅当为等比)。
- Behaviour:单调性: $r > 1$ growth, $0 < r < 1$ decay, $r = 1$ constant, $r < 0$ alternates.$r > 1$ 递增,$0 < r < 1$ 衰减,$r = 1$ 常数,$r < 0$ 交替正负。
$a_1$ is the first term; $r$ is the common ratio; $n \ge 1$.$a_1$ 为首项;$r$ 为公比;$n \ge 1$。
A geometric sequence begins $3, 6, 12, 24, \dots$ (a) Find $r$. (b) Find $a_{10}$ and the explicit formula.等比数列首段为 $3, 6, 12, 24, \dots$ (a) 求 $r$。(b) 求 $a_{10}$ 与通项公式。
(a) Common ratio.(a) 公比。 $6/3 = 12/6 = 24/12 = 2$. Constant ratio confirmed, so $r = 2$.$6/3 = 12/6 = 24/12 = 2$。比值恒定,故 $r = 2$。
(b) Tenth term and formula.(b) 第十项与通项公式。 $a_{10} = 3 \cdot 2^{9} = 1536$, and $a_n = 3 \cdot 2^{n - 1}$ , an exponential with base $2$ restricted to integers.$a_{10} = 3 \cdot 2^{9} = 1536$,通项 $a_n = 3 \cdot 2^{n - 1}$ , 即限制在整数上、以 $2$ 为底的指数函数。
Evaluate.评注。 Geometric sequences double, triple, halve at every step , the per-step multiplier is the base of the corresponding continuous exponential.等比数列每步翻倍、三倍或减半 , 每步的乘数就是对应连续指数函数的底数。
Going deeper · The geometric ↔ exponential connection (BC PC12 names this explicitly)深入 · 等比 ↔ 指数的关联(BC PC12 明确点名)
BC PC12's Connecting and reflecting Curricular Competency reads: "examine the structure of and connections between mathematical ideas (e.g., exponential functions to geometric sequences)." Start from a continuous exponential $f(x) = A \cdot b^{x}$ and sample at integer inputs:BC PC12 的"联系与反思"课程胜任力写道:"考察数学思想的结构与联系(例如指数函数与等比数列)。"自连续指数函数 $f(x) = A \cdot b^{x}$ 出发,仅在整数输入处取样:
$$ f(0) = A, \quad f(1) = A b, \quad f(2) = A b^{2}, \quad \dots, \quad f(n) = A b^{n}. $$That is a geometric sequence with first term $A$ and common ratio $b$; re-indexing to start at $n = 1$ gives $a_n = A \cdot b^{n - 1}$. Conversely, every geometric sequence $a_n = a_1 r^{n - 1}$ is a sample of the exponential $f(x) = (a_1 / r) \cdot r^{x}$. The per-step multiplier $r$ is the exponential base.这是首项 $A$、公比 $b$ 的等比数列;重置索引从 $n = 1$ 起便得 $a_n = A \cdot b^{n - 1}$。反过来,任一等比数列 $a_n = a_1 r^{n - 1}$ 都是指数函数 $f(x) = (a_1 / r) \cdot r^{x}$ 的取样。每步的乘数 $r$ 就是指数底数。
This is why compound interest (Ontario MCR3U C3.1) sits naturally in the discrete-functions strand: principal $P$ grows by factor $(1 + r)$ per compounding period, a geometric sequence in the period number and an exponential in continuous time. The same picture re-appears in Unit 5 and in IB Math HL B1.这正是为何复利(安大略 MCR3U C3.1)自然落入"离散函数"链:本金 $P$ 每个计息周期乘以 $(1 + r)$,按周期编号看是等比数列,按连续时间看是指数函数。此图象在第 5 单元及 IB Math HL B1 再次出现。
Geometric Series (Finite)等比级数(有限)
- $|r| < 1$: $r^{n} \to 0$, so $S_n \to a_1/(1 - r)$ as $n$ grows. (See §6.)$r^{n} \to 0$,故 $n$ 增大时 $S_n \to a_1/(1 - r)$。(见 §6。)
- $|r| > 1$: $r^{n}$ blows up, so $S_n$ grows without bound.$r^{n}$ 发散,$S_n$ 无界增长。
- $r = -1$: partial sums oscillate between $a_1$ and $0$.部分和在 $a_1$ 与 $0$ 之间振荡。
Find $S_{10}$ for the geometric sequence $5, 10, 20, 40, \dots$求等比数列 $5, 10, 20, 40, \dots$ 的 $S_{10}$。
Identify.辨识。 $a_1 = 5$, $r = 2$, $n = 10$. Since $r \ne 1$, the formula applies.$a_1 = 5$、$r = 2$、$n = 10$。$r \ne 1$,公式适用。
$$ S_{10} \;=\; 5 \cdot \frac{1 - 2^{10}}{1 - 2} \;=\; 5 \cdot \frac{-1023}{-1} \;=\; 5115. $$Cross-check with the $r > 1$ rearrangement: $5 \cdot (2^{10} - 1)/(2 - 1) = 5 \cdot 1023 = 5115$. Same.用 $r > 1$ 形式核验:$5 \cdot (2^{10} - 1)/(2 - 1) = 5 \cdot 1023 = 5115$。一致。
Evaluate.评注。 When $r > 1$, $(r^{n} - 1)/(r - 1)$ saves a sign juggle.$r > 1$ 时 $(r^{n} - 1)/(r - 1)$ 省去符号翻转。
Going deeper · Deriving the finite-sum formula (the HSA-SSE.B.4 derivation)深入 · 推导有限求和公式(HSA-SSE.B.4 所要求的推导)
The "shift, subtract, factor" trick. Write"错位相减"技巧。写出
$$ S_n = a_1 + a_1 r + \dots + a_1 r^{n - 1}, \qquad r S_n = a_1 r + a_1 r^{2} + \dots + a_1 r^{n}. $$Subtract: every term in $r S_n$ matches a term in $S_n$ shifted by one, so only the first term of $S_n$ and the last of $r S_n$ survive:相减:$r S_n$ 中每一项都与 $S_n$ 错位一项后对应,仅剩 $S_n$ 的首项与 $r S_n$ 的末项:
$$ (1 - r) S_n = a_1 - a_1 r^{n} \;\Longrightarrow\; S_n = a_1 \cdot \frac{1 - r^{n}}{1 - r} \;(r \ne 1). $$This is the derivation HSA-SSE.B.4 asks for. The argument works for any $r \ne 1$. The infinite series in §6 is this formula's limit as $n \to \infty$ , well-defined only when $r^{n} \to 0$, i.e. $|r| < 1$.这正是 HSA-SSE.B.4 要求的推导。对任意 $r \ne 1$ 都成立。§6 中的无穷级数即此式 $n \to \infty$ 的极限 , 仅当 $r^{n} \to 0$(即 $|r| < 1$)时该极限有定义。
Infinite Geometric Series and Convergence无穷等比级数与收敛 Honors (US Alg 2) 🇨🇦 BC PC12 core
HSA-SSE.B.4); the infinite case is honors at US Alg 2 and standard at US Pre-Calc. The convergence test below ($|r| < 1$) is the prototype for every series test you will meet in AP Calc BC Unit 10 and IB Math HL E6.BC PC12 明确点出无穷等比级数。CCSSM 在有限等比处止步(HSA-SSE.B.4);无穷情形在美国 Alg 2 为荣誉级,至 Pre-Calc 才进入主流。下方收敛判别($|r| < 1$)是 AP Calc BC Unit 10 与 IB Math HL E6 一切级数判别法的原型。
- $|r| < 1$: $r^{n} \to 0$, so $S_n \to a_1/(1 - r)$. The series converges.$r^{n} \to 0$,故 $S_n \to a_1/(1 - r)$。级数收敛。
- $|r| \ge 1$ (and $a_1 \ne 0$):(且 $a_1 \ne 0$): $r^{n}$ doesn't go to zero, so $S_n$ doesn't approach a finite limit. Diverges.$r^{n}$ 不趋于零,$S_n$ 无有限极限。发散。
Diverges (no finite sum) when $|r| \ge 1$.$|r| \ge 1$ 时发散(无有限和)。
Express $0.\overline{27} = 0.272727\dots$ as a fraction by writing it as an infinite geometric series.把 $0.\overline{27} = 0.272727\dots$ 写成无穷等比级数,再化为分数。
Set up.建立。 $0.\overline{27} = 0.27 + 0.0027 + 0.000027 + \dots = \frac{27}{100} + \frac{27}{100^{2}} + \frac{27}{100^{3}} + \dots$ Geometric with $a_1 = 27/100$, $r = 1/100$; $|r| < 1$ so it converges.$0.\overline{27} = 0.27 + 0.0027 + 0.000027 + \dots = \frac{27}{100} + \frac{27}{100^{2}} + \frac{27}{100^{3}} + \dots$。这是 $a_1 = 27/100$、$r = 1/100$ 的等比级数;$|r| < 1$,收敛。
$$ S_\infty \;=\; \frac{27/100}{1 - 1/100} \;=\; \frac{27/100}{99/100} \;=\; \frac{27}{99} \;=\; \frac{3}{11}. $$Evaluate.评注。 So $0.\overline{27} = 3/11$ (check: $3/11 = 0.272727\dots$). Every repeating decimal converts to a fraction by exactly this argument , the standard "repeating decimals are rational" theorem.故 $0.\overline{27} = 3/11$(核验:$3/11 = 0.272727\dots$)。任意循环小数均可由此法化为分数 , 这就是经典的"循环小数为有理数"定理。
Going deeper · What "$|r| < 1$" really buys you深入 · "$|r| < 1$"究竟换来什么
The finite-sum formula $S_n = a_1 (1 - r^n)/(1 - r)$ works for any $r \ne 1$. The infinite-sum $S_\infty = a_1/(1 - r)$ is a limit: the number $S_n$ approaches as $n \to \infty$. Whether it exists depends on $r^n$.有限求和公式 $S_n = a_1 (1 - r^n)/(1 - r)$ 对任意 $r \ne 1$ 都成立。无穷和 $S_\infty = a_1/(1 - r)$ 则是极限:$n \to \infty$ 时 $S_n$ 趋近的值。是否存在取决于 $r^n$。
- $|r| < 1$: $r^{n} \to 0$, so $S_n \to a_1 / (1 - r)$. Converges.$|r| < 1$:$r^{n} \to 0$,故 $S_n \to a_1 / (1 - r)$。收敛。
- $r = 1$: partial sums $a_1, 2 a_1, 3 a_1, \dots$ unbounded. Diverges.$r = 1$:部分和 $a_1, 2 a_1, 3 a_1, \dots$ 无界。发散。
- $r = -1$: partial sums oscillate $a_1, 0, a_1, 0, \dots$ Diverges.$r = -1$:部分和振荡 $a_1, 0, a_1, 0, \dots$。发散。
- $|r| > 1$: $|r|^{n}$ grows without bound; $S_n$ grows in magnitude. Diverges.$|r| > 1$:$|r|^{n}$ 无界增长;$S_n$ 模长发散。发散。
This is the simplest non-trivial convergence test. It re-appears as the first named test in AP Calc BC Unit 10 and as the prototype for the ratio test. The Maclaurin series of $1/(1 - x)$ in IB Math HL E6 is literally an infinite geometric series with $a_1 = 1$, $r = x$ , valid for $|x| < 1$ by exactly this argument.这是最简单的非平凡收敛判别。它在 AP Calc BC Unit 10 作为第一个命名判别法再次登场,也是比值判别法的原型。IB Math HL E6 中 $1/(1 - x)$ 的麦克劳林级数就是 $a_1 = 1$、$r = x$ 的无穷等比 , 其 $|x| < 1$ 收敛域恰由此论证。
Sigma Notation西格玛符号 Honors (US Alg 1) 🇨🇦 BC PC12 core
- Constant out:常数提取: $\sum c f(k) = c \sum f(k)$.
- Sum splits:求和分裂: $\sum (f(k) + g(k)) = \sum f(k) + \sum g(k)$.
- Re-index:改写索引: $\sum_{k=m}^{n} f(k) = \sum_{j=0}^{n-m} f(j+m)$.
(a) Write $4 + 7 + 10 + 13 + 16 + 19$ in sigma notation. (b) Evaluate $\sum_{k = 1}^{5} 2 \cdot 3^{k - 1}$ and $\sum_{k = 1}^{\infty} 6 \cdot (1/4)^{k - 1}$.(a) 将 $4 + 7 + 10 + 13 + 16 + 19$ 写成西格玛形式。(b) 求 $\sum_{k = 1}^{5} 2 \cdot 3^{k - 1}$ 与 $\sum_{k = 1}^{\infty} 6 \cdot (1/4)^{k - 1}$。
(a) Listed to sigma.(a) 列项化为西格玛。 Arithmetic with $a_1 = 4$, $d = 3$, $6$ terms; $k$-th term $= 3 k + 1$:等差,$a_1 = 4$、$d = 3$,共 $6$ 项;第 $k$ 项 $= 3 k + 1$:
$$ 4 + 7 + 10 + 13 + 16 + 19 \;=\; \sum_{k = 1}^{6} (3 k + 1). $$(b) Sigma to value , finite, then infinite.(b) 西格玛求值 , 先有限再无穷。 Finite geometric with $a_1 = 2$, $r = 3$, $n = 5$:有限等比,$a_1 = 2$、$r = 3$、$n = 5$:
$$ \sum_{k = 1}^{5} 2 \cdot 3^{k - 1} \;=\; 2 \cdot \frac{3^{5} - 1}{3 - 1} \;=\; 242. $$Infinite geometric with $a_1 = 6$, $r = 1/4$; since $|r| < 1$ it converges:无穷等比,$a_1 = 6$、$r = 1/4$;$|r| < 1$,收敛:
$$ \sum_{k = 1}^{\infty} 6 \cdot (1/4)^{k - 1} \;=\; \frac{6}{1 - 1/4} \;=\; 8. $$Evaluate.评注。 Always read off $a_1$, $r$ or $d$, and the bounds first, then pick the matching formula.动笔前先读出 $a_1$、$r$ 或 $d$ 以及上下界,再选对应公式。
Going deeper · Re-indexing without changing the value深入 · 在不改变数值的前提下改写索引
The summation index is a dummy variable , renamable and shiftable. Compare求和变量是哑指标 , 可重命名、可平移。对照
$$ \sum_{k = 1}^{n} a_1 r^{k - 1} \quad\text{vs}\quad \sum_{j = 0}^{n - 1} a_1 r^{j}. $$Substitute $j = k - 1$: $k = 1 \to j = 0$; $k = n \to j = n - 1$; $r^{k - 1} = r^{j}$. Different bounds, same value. This trick is essential when combining two sums whose indices don't quite line up , AP Calc BC's term-by-term differentiation of power series, IB Math HL E6's Maclaurin re-indexing, linear algebra's summation conventions. Get it clean here.令 $j = k - 1$:$k = 1 \to j = 0$;$k = n \to j = n - 1$;$r^{k - 1} = r^{j}$。上下界不同,数值相同。当两个求和的索引并不对齐时,此技巧不可或缺 , AP Calc BC 幂级数的逐项求导、IB Math HL E6 麦克劳林展开的重新编号、线性代数的求和约定皆然。此处先练熟。
Exam Strategy and Common Pitfalls考试策略与常见陷阱
- Identify the type first.先判别类型。 Arithmetic (common difference $d$) vs geometric (common ratio $r$). Compute $a_2 - a_1$ and $a_2 / a_1$ before reaching for any formula.等差(公差 $d$)还是等比(公比 $r$)。套公式前先算 $a_2 - a_1$ 与 $a_2 / a_1$。
- Sequence vs series.数列与级数之分。 Sequence is a list; series is a sum. $a_n$ is the $n$-th term; $S_n$ is the partial sum.数列是一串值,级数是其和。$a_n$ 是第 $n$ 项;$S_n$ 是部分和。
- Read $a_1$ vs $a_0$.看清 $a_1$ 与 $a_0$。 Some texts index from $1$, some from $0$. Use whichever your course uses and stay consistent.有些教材从 $1$ 起编号,有些从 $0$ 起。按你所修课程的约定保持一致即可。
- Arithmetic sum: match the form to your knowns.等差求和:按已知量选形式。 Know $a_1, a_n$? use $S_n = \tfrac{n}{2}(a_1 + a_n)$. Know $a_1, d$? use $S_n = \tfrac{n}{2}(2 a_1 + (n - 1) d)$.已知 $a_1, a_n$ 用 $S_n = \tfrac{n}{2}(a_1 + a_n)$;已知 $a_1, d$ 用 $S_n = \tfrac{n}{2}(2 a_1 + (n - 1) d)$。
- Geometric sum: orient the formula.等比求和:选好公式取向。 $S_n = a_1 (1 - r^{n})/(1 - r)$ if $|r| < 1$; $S_n = a_1 (r^{n} - 1)/(r - 1)$ if $r > 1$. Same answer, fewer sign flips.$|r| < 1$ 用 $S_n = a_1 (1 - r^{n})/(1 - r)$;$r > 1$ 用 $S_n = a_1 (r^{n} - 1)/(r - 1)$。结果相同,符号翻转更少。
- Infinite geometric: always state $|r| < 1$ first.无穷等比:先写 $|r| < 1$。 Quoting $a_1/(1 - r)$ for a divergent series is the most common slip on this topic.对发散级数硬套 $a_1/(1 - r)$ 是本课题最常见失分点。
- Arithmetic = discrete linear等差 = 离散一次函数, sum changes by constant $d$ (CCSSM
HSF-LE.A.1a: equal differences).,每步增加固定值 $d$(CCSSMHSF-LE.A.1a:等差)。 - Geometric = discrete exponential等比 = 离散指数函数, multiplied by constant $r$ (CCSSM
HSF-LE.A.1a: equal factors; BC PC12 names this both in Content and Curricular Competency).,每步乘以固定因子 $r$(CCSSMHSF-LE.A.1a:等倍;BC PC12 在内容与课程胜任力中均点名)。 - Compound interest:复利: $a_n = P(1 + r)^{n}$ is geometric with ratio $(1 + r)$. Simple interest is arithmetic.$a_n = P(1 + r)^{n}$ 是公比为 $(1 + r)$ 的等比数列。单利则为等差。
- Bounds first; count terms as $n - m + 1$.先看上下界;项数 $n - m + 1$。 Pull constants out, split sums apart, re-index freely (the index is a dummy variable).常数提取、求和分裂、自由改写索引(求和变量是哑指标)。
- $|r| < 1$ is the entire condition$|r| < 1$ 是全部条件 for infinite-geometric convergence. "$r < 1$" alone is wrong (it allows $r = -2$, which diverges).的无穷等比收敛判别。仅写 "$r < 1$"是错的(这会容许 $r = -2$,实际发散)。
- Don't confuse "converges" with "is finite."勿混淆"收敛"与"有限"。 $1 + 1 + 1 + \dots$ has partial sums $1, 2, 3, \dots$ , unbounded, diverges. Convergence is about the infinite case.$1 + 1 + 1 + \dots$ 的部分和 $1, 2, 3, \dots$ 无界 , 发散。收敛只针对无穷情形。
Flashcards闪卡
Practice Quiz练习测验
Readiness Checklist准备就绪清单
Tick each item when you can do it cold, without notes, on a first attempt.能在无笔记、首次尝试下完成时,再勾选每一项。
- State the definition of a sequence as a function on the integers (CCSSM
HSF-IF.A.3) and distinguish recursive from explicit definitions.陈述"数列即整数上的函数"的定义(CCSSMHSF-IF.A.3),并区分递推与通项两种定义。 - Translate between the recursive and explicit forms of an arithmetic sequence (CCSSM
HSF-BF.A.2).在等差数列的递推式与通项式之间互译(CCSSMHSF-BF.A.2)。 - Apply $a_n = a_1 + (n - 1) d$ to find any term given the position (Ontario MCR3U C2.2).用 $a_n = a_1 + (n - 1) d$ 由位置求项(安大略 MCR3U C2.2)。
- Recover $d$ from any two terms by $d = (a_n - a_m)/(n - m)$, and recover the position $n$ from a known value $a_n$.由任两项以 $d = (a_n - a_m)/(n - m)$ 还原公差;由已知值 $a_n$ 反推位置 $n$。
- Apply both forms of the arithmetic partial-sum formula and pick the one matching the knowns.熟练运用等差部分和的两种形式,并根据已知量选用。
- Translate between the recursive and explicit forms of a geometric sequence (CCSSM
HSF-BF.A.2).在等比数列的递推式与通项式之间互译(CCSSMHSF-BF.A.2)。 - Apply $a_n = a_1 r^{n - 1}$; recover $r$ from any two terms; and articulate the geometric-as-exponential connection (BC PC12 Content + Curricular Competency).运用 $a_n = a_1 r^{n - 1}$;由任两项还原 $r$;阐述"等比即指数"的联系(BC PC12 内容 + 课程胜任力)。
- Derive (or reproduce) the finite-geometric sum formula $S_n = a_1 (1 - r^n)/(1 - r)$ via the shift-subtract-factor trick (CCSSM
HSA-SSE.B.4).用错位相减法推导(或复述)有限等比求和公式 $S_n = a_1 (1 - r^n)/(1 - r)$(CCSSMHSA-SSE.B.4)。 - State the convergence test $|r| < 1$ for infinite geometric series and apply $S_\infty = a_1/(1 - r)$ correctly.陈述无穷等比级数的收敛判别 $|r| < 1$,并正确应用 $S_\infty = a_1/(1 - r)$。
- Convert a repeating decimal to a fraction by recognising it as an infinite geometric series.把循环小数识别为无穷等比级数并化为分数。
- Read, write, and evaluate sigma notation; count terms as $n - m + 1$; use constants-out and sum-splitting cleanly.读、写、求西格玛符号;以 $n - m + 1$ 数项;熟练运用常数提取与求和分裂。
- Solve a modelling problem (compound interest, bouncing ball, repeating decimal) by choosing arithmetic vs geometric and finite vs infinite, then quoting the right formula with units.面对建模题(复利、弹球、循环小数),先判等差/等比、有限/无穷,再套对公式并写明单位。
What This Feeds Into本单元的去向
Sequences and series are the discrete shadows of two function families you have already met (linear, exponential) and the prototype for every infinite-process technique you will meet downstream (limits, derivatives as limits, integrals as limits of Riemann sums, power series). The cross-references below point at units already shipped in this repo.数列与级数是你已熟悉的两类函数(一次、指数)的离散影子,也是后续一切"无穷过程"技术(极限、作为极限的导数、作为黎曼和极限的积分、幂级数)的原型。下方链接指向本仓库已有的相关单元。
Within High School Math.在 HS Math 内部。
Linear Functions and Systems is the continuous version of arithmetic sequences (§2): slope $=$ common difference $d$. Exponential and Logarithmic Functions is the continuous version of geometric sequences (§4): base $=$ common ratio $r$. Introduction to Limits and Calculus builds on the infinite-geometric convergence in §6 as the cleanest model for "a limit of partial sums."一次函数与方程组是等差数列(§2)的连续版本:斜率 $=$ 公差 $d$。指数与对数函数是等比数列(§4)的连续版本:底数 $=$ 公比 $r$。极限与微积分入门则把 §6 的无穷等比收敛作为"部分和的极限"最干净的范例。
Across the AP and IB feeders in this repo.本仓库中的 AP 与 IB 衔接单元。
For AP Calc BC, the §6 geometric-series test is the first named test in Unit 10 and the ratio test is its direct generalisation. For IB Math HL, A1 is the formal IB treatment of §2-7; E6 extends $\sum r^{k}$ to the Maclaurin series of $1/(1 - x)$ , convergent for $|x| < 1$ by exactly the §6 argument.对 AP Calc BC,§6 的等比级数判别是 Unit 10 第一个命名判别法,比值判别法即其直接推广。对 IB Math HL,A1 是 §2–7 的正式 IB 处理;E6 把 $\sum r^{k}$ 推广为 $1/(1 - x)$ 的麦克劳林级数 , 其 $|x| < 1$ 的收敛域恰由 §6 的论证给出。
This is the ladder we coach students up: from these high school foundations into AP and IB, and on to first-year university. If you would rather have a guide for the next step than take it on trust, Dingrui Scholars tutors teach exactly this path in one-on-one sessions and small-group classes. A free assessment is the place to start.这正是我们陪伴学生攀登的阶梯:从这些高中基础,迈入 AP 与 IB,再走向大学一年级。如果你希望在下一步有人引路,而不是凭感觉前行,Dingrui Scholars 的导师正是沿着这条路径,以一对一辅导与小班课授课。欢迎从免费评估开始。
Common Questions常见问题
What is the difference between an arithmetic and a geometric sequence?等差数列和等比数列有什么区别?
An arithmetic sequence adds a constant common difference each term, while a geometric sequence multiplies by a constant common ratio each term.等差数列每一项加上一个固定的公差,而等比数列每一项乘以一个固定的公比。
When does an infinite geometric series converge?无穷等比级数何时收敛?
An infinite geometric series converges only when the absolute value of the common ratio is less than 1, and then the sum equals the first term divided by 1 minus r.只有当公比的绝对值小于 1 时无穷等比级数才收敛,此时其和等于首项除以 1 减去公比。
How do I read sigma notation?如何读懂西格玛求和符号?
Sigma notation is a compact sum: the index starts at the value below the symbol, increases by one up to the top value, and each term comes from the rule beside it.西格玛符号是求和的简写:下标从符号下方的值开始,每次加一直到上方的值,每一项由旁边的通项规则给出。
Syllabus alignment & how to use this guide大纲对照与使用说明
How to use this guide如何使用本指南
Sequences and series land in two waves across every curriculum we map to: the arithmetic wave at Grade 10 (FMP&PC10 in BC, the linear-relations groundwork in Ontario, intro Algebra 1 in the US), then the geometric wave one or two years later (PC12 in BC, MCR3U strand C in Ontario, US Algebra 2 / Pre-Calc). The table below tells you which sections are on your syllabus right now, citing the curriculum document we checked it against.数列与级数在我们对照的所有大纲中都以两波形式登场:先是 10 年级的等差波(BC 的 FMP&PC10、安大略的线性关系铺垫、美国的 Algebra 1 入门),随后再过一两年是等比波(BC 的 PC12、安大略的 MCR3U 单元 C、美国的 Algebra 2 / Pre-Calc)。下表标明哪些小节正在你当前的大纲范围内,并标注我们核对所依据的课程文档。
| If you are in…所在大纲… | Focus on these sections重点小节 | Defer / skip可延后 / 跳过 | Source出处 |
|---|---|---|---|
| 🇨🇦 ON Grade 10 , MPM2D安省 10 年级 , MPM2D | §1 (vocabulary), §2 (arithmetic sequences, framed as discrete linear functions)§1(术语)、§2(等差数列,视为离散线性函数) | §4-7 (geometric, infinite, sigma) are MCR3U / MHF4U work; the dedicated discrete-functions strand is Grade 11§4-7(等比、无穷、西格玛)属 MCR3U / MHF4U 范畴;离散函数专题在 11 年级才正式开设 | Ontario Math 9-10 , MPM2D Analytic Geometry and Linear Systems strands (arithmetic-as-linear groundwork), MPM2D 解析几何与线性方程组单元(等差即线性的铺垫) |
| 🇨🇦 ON Grade 11 , MCR3U安省 11 年级 , MCR3U | Full review §1-7. MCR3U strand C Discrete Functions is the dedicated home for arithmetic and geometric sequences and series, plus the simple/compound-interest connection全面复习 §1-7。MCR3U 单元 C离散函数是等差与等比数列、级数以及单利 / 复利联系的专属归属 | Nothing , lean on §2-5 since MCR3U expectation C2.2 names $t_n = a + (n-1) d$ and the geometric analogue verbatim无 , 重点放在 §2-5,因为 MCR3U 期望 C2.2 已逐字给出 $t_n = a + (n-1) d$ 及其等比类比 | Ontario Math 11-12 , MCR3U strand C Discrete Functions; C1.1, C2.2, C3.1, MCR3U 单元 C离散函数;C1.1、C2.2、C3.1 |
| 🇨🇦 BC Grade 10 , FMP&PC10BC 10 年级 , FMP&PC10 | §1, §2, §3 (BC PC10 names extension: exploring arithmetic series as a content elaboration)§1、§2、§3(BC PC10 将扩展:探究等差级数列为内容细化项) | §4-7 (geometric, infinite, sigma) are PC12 territory in BC§4-7(等比、无穷、西格玛)在 BC 属 PC12 范畴 | BC Foundations and Pre-Calc 10 , Content arithmetic sequences: common difference, first term, general term; connecting to linear relations; extension arithmetic series, 内容等差数列:公差、首项、通项;与线性关系连接;扩展为等差级数 |
| 🇨🇦 BC Grade 12 , Pre-Calc 12BC 12 年级 , Pre-Calc 12 | §4, §5, §6, §7. PC12 is the dedicated geometric home: common ratio, first term, general term, geometric sequences connecting to exponential functions, infinite geometric series, sigma notation§4、§5、§6、§7。PC12 是等比内容的专属归属:公比、首项、通项、等比数列与指数函数的连接、无穷等比级数、西格玛符号 | Light review of §1-3 if arithmetic feels distant from PC10若距离 PC10 较久,可简要复习 §1-3 | BC Pre-Calculus 12 , Content geometric sequences and series; Curricular Competency exponential functions to geometric sequences, 内容等比数列与级数;课程能力指数函数与等比数列 |
| 🇺🇸 US Algebra 1 (Grade 8-9)美国 Algebra 1(8-9 年级) | §1 (sequences as functions), §2 (arithmetic sequences both recursive and explicit, per HSF-BF.A.2)§1(数列作为函数)、§2(按 HSF-BF.A.2,等差数列的递推与通项两种形式) |
§5-7 are typically Algebra 2 / Pre-Calc; §7 (sigma) carries an Honors flag at Alg 1§5-7 通常属 Algebra 2 / Pre-Calc;§7(西格玛)在 Alg 1 标记为荣誉级 | Common Core HS Math (CCSSM) , HSF-IF.A.3, HSF-BF.A.2, HSF-LE.A.2, HSF-IF.A.3、HSF-BF.A.2、HSF-LE.A.2 |
| 🇺🇸 US Algebra 2 (Grade 10-11)美国 Algebra 2(10-11 年级) | §4 (geometric sequences), §5 (finite geometric series, the HSA-SSE.B.4 derivation), §7 (sigma notation); review §1-3 quickly§4(等比数列)、§5(有限等比级数,HSA-SSE.B.4 推导)、§7(西格玛符号);快速复习 §1-3 |
§6 (infinite convergence) is honors at Alg 2 in most US scope-and-sequences; mainstream Alg 2 stops at finite sums§6(无穷收敛)在大多数美国 Alg 2 大纲中属荣誉级;主流 Alg 2 止步于有限和 | Common Core HS Math (CCSSM) , HSA-SSE.B.4 (finite geometric series derivation), HSF-BF.A.2, HSF-LE.A.2, HSA-SSE.B.4(有限等比级数推导)、HSF-BF.A.2、HSF-LE.A.2 |
| 🇺🇸 US Pre-Calc美国 Pre-Calc | Full §1-7 with depth on §6 (infinite convergence, the $|r| < 1$ test) and §7 (sigma manipulation). Be fluent at translating between recursive and explicit forms完整覆盖 §1-7,重点放在 §6(无穷收敛、$|r| < 1$ 判别)与 §7(西格玛运算)。熟练在递推与通项之间互译 | Nothing , this is the dedicated US home for the full unit无 , 这是本单元在美国课程中的专属归属 | Common Core HS Math (CCSSM) , HSA-SSE.B.4, HSF-BF.A.2, HSF-IF.A.3; aligns with US Pre-Calc framework's Sequences and Series topic, HSA-SSE.B.4、HSF-BF.A.2、HSF-IF.A.3;与美国 Pre-Calc 框架数列与级数主题一致 |
| 🇺🇸 AP-feeder (Calc BC bound)AP 衔接(备考 Calc BC) | All sections, with extra weight on §6 (the $|r| < 1$ convergence test prefigures the geometric-series test in AP Calc BC Unit 10) and §7 (sigma is the language of every series test you'll meet)全部小节,对 §6 加倍重视($|r| < 1$ 收敛判别预示 AP Calc BC Unit 10 的等比级数判别)和 §7(西格玛是所有级数判别的通用语言) | Nothing , complete this unit, then move into AP Calc BC Unit 10 (sequences and series) and IB Math HL E6 (Maclaurin series feeders)无 , 完成本单元后即可进入 AP Calc BC Unit 10(数列与级数)与 IB Math HL E6(麦克劳林级数衔接) | See What this feeds into for the AP Calc BC and IB Math HL cross-references详见本单元的去向中的 AP Calc BC 与 IB Math HL 交叉引用 |
Once located, use the two cards below for the working speed on the recommended sections.定位完毕后,按推荐小节,用下方两张卡片设定阅读节奏。
Memorise six formulas: arithmetic $n$-th term $a_n = a_1 + (n-1)d$; arithmetic sum $S_n = \tfrac{n}{2}(a_1 + a_n)$; geometric $n$-th term $a_n = a_1 r^{n-1}$; geometric finite sum $S_n = a_1 (1 - r^n)/(1 - r)$ for $r \ne 1$; infinite geometric $S_\infty = a_1/(1 - r)$ for $|r| < 1$; sigma $\sum_{k=m}^{n} f(k)$. Read the cram-cheat at the top of every section in your row.背熟六条公式:等差通项 $a_n = a_1 + (n-1)d$;等差求和 $S_n = \tfrac{n}{2}(a_1 + a_n)$;等比通项 $a_n = a_1 r^{n-1}$;等比有限和 $S_n = a_1 (1 - r^n)/(1 - r)$($r \ne 1$);无穷等比 $S_\infty = a_1/(1 - r)$($|r| < 1$);西格玛 $\sum_{k=m}^{n} f(k)$。在对应大纲行的每个小节顶端阅读"突击速记"。
State the type (arithmetic vs geometric) and parameters $(a_1, d)$ or $(a_1, r)$ before writing any formula. Distinguish "the $n$-th term" from "the sum of the first $n$ terms." For infinite geometric, write $|r| < 1$ before applying $S_\infty$. Practise sigma cold: pull constants out, split sums, re-index. Sigma fluency carries forward verbatim into AP Calc BC and IB Math HL E6.动笔前先声明类型(等差还是等比)和参数 $(a_1, d)$ 或 $(a_1, r)$。区分"第 $n$ 项"与"前 $n$ 项之和"。无穷等比要先写出 $|r| < 1$ 再套 $S_\infty$。冷启动练习西格玛:常数提取、求和分裂、改写索引。西格玛的熟练度会原样延伸至 AP Calc BC 与 IB Math HL E6。