Integration and Estimation (Module 1)

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Module 1 integration is application-driven: evaluate definite integrals with the basic formulas and substitution, find areas between a curve and the x-axis, and when no antiderivative can be found, estimate integrals with the trapezoidal rule, using the second derivative's concavity to decide whether the estimate is over or under.

For:Secondary 6 Mathematics Extended Part · Unit:Calculus and Statistics (M1) · Lesson 4 of 6 in the learning path

After this lesson, you can:
  • The M1 toolkit: basic formulas (k, xⁿ, 1/x, eˣ) plus linearity and substitution; no integration by parts, no trigonometric substitution.
  • Definite integrals go by the fundamental theorem: F(b) − F(a); swapping limits flips the sign, intervals split, constants and sums pass through.
  • Area questions split at the intersections and take absolute values below the axis; M1 never asks for areas against the y-axis or between two curves.
文體:數學概念說明文有聲朗讀

文體小知識:數學概念說明文——講解單元一的定積分應用與梯形法則數值估計,並以二階導數的凹性判斷估計值過高抑或過低,突出 M1 重應用的課程本色。

數學延伸單元Mathematics Extended Part
Before this lesson you should know: Vectors and Their Applications

§Text Passage

1Module 1 integration is application-driven. Compared with Module 2 the toolkit is leaner: the basic formulas cover constants, powers, reciprocals and exponential functions, together with linearity and substitution; the curriculum explicitly excludes integration by parts and trigonometric substitution. Fewer tools does not mean easier questions — the marks lie in applying integration accurately: definite integrals, areas and numerical estimates are the main battlefield, and the argument format of your working matters throughout.

2The definite integral is defined as the limit of the sum of rectangular strips under the curve and computed by the fundamental theorem of calculus: find the antiderivative, then subtract the lower-limit value from the upper. The great difference from indefinite integration is that the answer is a number with no constant; swapping the limits changes the sign, intervals split and combine, and constants and sums pass through term by term. Substitution in a definite integral may change the limits to the new variable's values as well.

3The standard area question is the area between a curve and the x-axis: solve for the intersection points with the axis and split the interval; where the function is negative the integral is negative, and absolute values are taken before adding. For example, y = x² − 4 dips below the axis between −2 and 2, so that stretch is handled separately. Note the syllabus boundary: Module 1 does not require the area between a curve and the y-axis, nor the area between two curves.

4Many real data sets have no formula and no antiderivative; the trapezoidal rule then estimates the definite integral: split the interval into equal subintervals, approximate each strip by a trapezium, and the formula is half the step size times the sum of the first and last values plus twice the middle values. Finer subdivisions give better estimates. With tabulated experimental data, the same formula takes the tabulated values directly — the integral can still be estimated.

5Whether the estimate is too high or too low is judged by the second derivative and concavity: a positive second derivative means the curve opens upward, the chords joining trapezium tops lie above the curve, and the estimate is an overestimate; a negative second derivative gives an underestimate. This step is a compulsory marking point in M1 trapezium questions: differentiate twice, state the concavity, then conclude — an answer without the reasoning loses the marks for the judgement.

1Summary 重點摘要

Module 1 integration is application-driven: evaluate definite integrals with the basic formulas and substitution, find areas between a curve and the x-axis, and when no antiderivative can be found, estimate integrals with the trapezoidal rule, using the second derivative's concavity to decide whether the estimate is over or under.

2Vocabulary cards Vocabulary

t
trapezoidal rule梯形法則

A numerical method approximating a definite integral by trapezium areas over equal subintervals: T = (h2)[first + last + 2×(middle sum)].

s
subinterval子區間

Each of the small equal pieces of the integration interval; more pieces give better estimates.

s
step size組距

The gap h = (b−a)/n between neighbouring points, the h in the trapezoidal formula.

o
overestimate過高估計

An estimate above the true value; obtained by the trapezoidal rule when the curve opens upward (positive second derivative).

u
underestimate過低估計

An estimate below the true value; obtained when the curve opens downward (negative second derivative).

c
concavity凹性

The bending direction of a graph, decided by the sign of the second derivative and used to classify trapezoidal estimates.

f
fundamental theorem of calculus微積分基本定理

The theorem computing a definite integral as the antiderivative at the upper limit minus its value at the lower.

i
integration by substitution代換積分法

Introducing a new variable u to simplify a composite integrand; in definite integrals the limits change too.

d
definite integral定積分

Defined as the limit of sums of rectangular strips under a curve; its value is a number.

d
dummy variable啞變量

The freely renamable variable of a definite integral: x may become t without changing the value.

3Step by step Steps

  1. Step 1: The M1 integration toolkit and the syllabus boundaryThe Module 1 formula table: the integral of a constant k is kx + C; x to the n integrates to x to the n+1 over n+1; one over x gives ln x + C; e to the x is its own integral. Together with linearity and substitution. Memorise the boundary: M1 excludes integration by parts and trigonometric substitution, so a form like x times e to the x needs no struggle. For example, the integral of three x squared: factor out the constant, apply the power rule, and get x cubed plus C. Master the toolkit first, then spend the effort on applications.
  2. Step 2: Integration by substitution, M1 styleSubstitution handles composite forms: set the inner function as u, find du, rewrite everything in terms of u, integrate and substitute back. For example, ∫2x/(x²+1) dx with u = x²+1 and du = 2x dx becomes ∫du/u = ln(x²+1) + C. In definite integrals, change the limits to the u-values as well and no back-substitution is needed. The test: somewhere in the integrand a piece is a constant multiple of the derivative of another piece — the numerator matching the denominator's derivative, for instance. M1 substitution questions use polynomial and exponential composites; trigonometric substitution never appears.
  3. Step 3: The fundamental theorem and properties of the definite integralThe definite integral is defined as the limit of sums of rectangular strips and computed by the fundamental theorem: ∫ₐᵇ f(x) dx = F(b) − F(a), where F′ = f. Properties: swapping the limits changes the sign, equal limits give zero, intervals split, constants and sums pass through term by term. For example, e to the x from 0 to 1 gives e − 1; x squared from 1 to 3 gives (27−1)/3 = 263. The answer is a number — no constant of integration; and the dummy variable concept, explicitly required, says replacing x by t changes nothing.
  4. Step 4: Area questions and the signThe standard M1 area question asks for the area between a curve and the x-axis: solve f(x) = 0 for the intersection points and split the interval; strips below the axis integrate to negative numbers, so take absolute values before adding. For example, for y = x² − 4 between −3 and 3, the curve is below the axis from −2 to 2, so that piece's integral is made positive before adding the two positive flanks. Remember the boundary at the same time: M1 does not require areas between a curve and the y-axis or between two curves — do not over-revise; save the time for applications.
  5. Step 5: Application questions with definite integralsM1 applications prize the argument format. Two recurring situations: recovering a total from a rate — given a marginal cost, integrate and pin the constant with an initial condition; and accumulating a quantity from a flow — given a rate over time, the total is the definite integral. Answer in five steps: define the variables, state the function and its domain, integrate, apply the condition, conclude in words. For example, a marginal cost of six x plus two over output from 0 to 10 accumulates by definite integration to 320; a missing domain or conclusion sentence is the most common lost mark.
  6. Step 6: The trapezoidal ruleWhen the antiderivative cannot be found or only tabulated data exist, estimate the integral with the trapezoidal rule: split [a, b] into n equal parts of width h = (b−a)/n, approximate each strip by a trapezium, and T = (h2)[first + last + 2×(sum of the middle values)]. For example, estimate ∫₀² x² dx with two equal strips: h = 1, the y-values are 0, 1, 4, and T = (12)(0 + 4 + 2×1) = 3, slightly above the exact 83 ≈ 2.67. Finer divisions are more accurate; for data tables, feed the table values into the same formula — and remember to double the middle values.
  7. Step 7: Over or under: judging with concavityWhether the trapezoidal estimate is too high or too low is decided, as the curriculum requires, by the second derivative and concavity: f''(x) > 0 means the curve opens upward, each chord lies above the curve, and the estimate is an overestimate; f''(x) < 0 puts the chords below and the estimate is an underestimate. For example, f(x) = e⁻ˣ has second derivative e⁻ˣ > 0, opening upward, so the trapezoidal estimate of ∫₀¹ e⁻ˣ dx must be high; the exact 1 − e⁻¹ ≈ 0.632 against the estimate 0.635 confirms it. Fix the order of the answer: differentiate twice, state the concavity, conclude — omit any step and marks fall.

5Worked example Example

Example: use the trapezoidal rule with four equal subintervals to estimate ∫₀¹ e⁻ˣ dx, and decide whether the estimate is over or under.

  1. Step size h = (1−0)/4 = 0.25; tabulate: f(0) = 1, f(0.25) ≈ 0.7788, f(0.5) ≈ 0.6065, f(0.75) ≈ 0.4724, f(1) ≈ 0.3679
  2. Apply the formula: T = (0.252)[1 + 0.3679 + 2(0.7788 + 0.6065 + 0.4724)] = 0.125 × (1.3679 + 3.7154) = 0.635 (three decimal places)
  3. Concavity: f'(x) = −e⁻ˣ and f''(x) = e⁻ˣ > 0, so the curve opens upward on [0, 1]
  4. Conclusion: with an upward-opening curve each chord lies above the curve, so the estimate is high; the exact value 1 − e⁻¹ ≈ 0.632 against the estimate 0.635 confirms it
  5. Answer: The estimate is 0.635, an overestimate. Marking points: the value table and substitution into the formula, correct rounding to three decimals, the second derivative and concavity, and the conclusion with its reasoning; stating the conclusion without the concavity argument loses the judgement marks.

6Common mistakes Mistakes

✗ Forgetting to double the middle values in the trapezoidal rule, adding all values equally.
✓ T = (h2)[first + last + 2×(sum of the middle values)]: each middle value is shared by two neighbouring trapezia, so it is doubled.
✗ Integrating an area question straight across without splitting, cancelling the below-axis part.
✓ Solve for the intersections and split; strips below the axis integrate negative — take absolute values before adding.
✗ Reversing the concavity judgement, calling an f'' > 0 curve an underestimate.
✓ f'' > 0 opens upward, chords lie above the curve, and the trapezoidal estimate is high; only f'' < 0 gives an underestimate.
✗ Changing the integrand by substitution but not the limits of a definite integral.
✓ After substituting, the limits must become u-values; otherwise substitute back and evaluate with the original limits.
✗ Adding the constant C to a definite integral.
✓ A definite integral is the difference of the antiderivative at the limits; constants cancel and the answer is a number.

7Quick check Quick check

Q1What does the M1 integration toolkit lack compared with M2?

Q2Evaluate ∫ (2x+1)³ dx.

Q3Evaluate ∫₀¹ eˣ dx.

Q4Estimate ∫₀² x² dx with the trapezoidal rule using two equal strips, and state whether the estimate is over or under.

Q5Why does f'' > 0 make the trapezoidal rule an overestimate?

8Recap Recap

  • The M1 toolkit: basic formulas (k, xⁿ, 1/x, eˣ) plus linearity and substitution; no integration by parts, no trigonometric substitution.
  • Definite integrals go by the fundamental theorem: F(b) − F(a); swapping limits flips the sign, intervals split, constants and sums pass through.
  • Area questions split at the intersections and take absolute values below the axis; M1 never asks for areas against the y-axis or between two curves.
  • The trapezoidal rule: T = (h2)[first + last + 2×(middle sum)]; tabulated data go straight in, with middle values doubled.
  • Judge over or under with the second derivative: f'' > 0 opens upward and overestimates, f'' < 0 underestimates; argue in three steps — differentiate, state concavity, conclude.

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