To estimate the area under f on [a, b], slice the interval into n subintervals and cap each with a rectangle. A Riemann sum totals Σ f(xᵢ*)·Δx, where xᵢ* is the sample point that sets each rectangle's height. For a uniform partition, Δx = (b − a)/n. Take f(x) = x² on [0, 4] with n = 4 (Δx = 1, grid 0,1,2,3,4):
0,1,2,3 → 1·(0+1+4+9) = 14.1,2,3,4 → 1·(1+4+9+16) = 30.0.5,1.5,2.5,3.5 → 1·(0.25+2.25+6.25+12.25) = 21.The trapezoidal sum connects consecutive points with straight segments; each trapezoid is (width)·(average of the two heights). On a uniform grid it equals the average of the left and right sums: (14 + 30)/2 = 22. The exact value is ∫₀⁴ x² dx = 64/3 ≈ 21.33, so the midpoint and trapezoid bracket it tightly.
Two separate rules — do not cross them:
f is... |
Left sum | Right sum |
|---|---|---|
| Increasing | Under | Over |
| Decreasing | Over | Under |
f is... |
Trapezoid |
|---|---|
| Concave up | Over |
| Concave down | Under |
A chord on a concave-up curve lies above it, so trapezoids overcount. Left/right depend on slope direction; the trapezoid depends on concavity.
Data often arrives in a table with unequal spacing — then there is no single Δx. Multiply each height (or each trapezoid's average height) by its own subinterval width and add. For R(t) in gal/min:
t |
0 | 2 | 5 | 7 | 12 |
|---|---|---|---|---|---|
R(t) |
10 | 18 | 24 | 28 | 35 |
Widths are 2, 3, 2, 5. Left sum = 2(10)+3(18)+2(24)+5(28) = 262. Trapezoid = 2(14)+3(21)+2(26)+5(31.5) = 300.5. Pairing a height with the wrong width is the most common table error.
The definite integral is the exact area, the limit of Riemann sums as n → ∞:
∫ₐᵇ f(x) dx = lim_{n→∞} Σ f(xᵢ*)·Δx
Geometrically it is signed (net) area: regions above the axis count positive, regions below count negative.
[GRAPH: piecewise f on [0, 8]
- [0, 2]: triangle above the axis, area 2 → +2
- [2, 6]: lower semicircle of radius 2, area ½π(2)² = 2π, below the axis → −2π
- [6, 8]: triangle above the axis, area 2 → +2]
So ∫₀⁸ f(x) dx = 2 − 2π + 2 = 4 − 2π ≈ −2.28. Evaluate integrals from a graph by finding each region's area (triangle, rectangle, semicircle), attaching a sign, and adding. Net area (the integral) can be negative; total area = ∫|f| counts every region positive. For f(x) = x − 2 on [0, 4], the net area is −2 + 2 = 0 but the total area is 2 + 2 = 4.
∫ₐᵃ f dx = 0 ∫ᵦᵃ f dx = −∫ₐᵇ f dx
∫ₐᵇ k·f dx = k∫ₐᵇ f dx ∫ₐᵇ [f ± g] dx = ∫ₐᵇ f dx ± ∫ₐᵇ g dx
∫ₐᶜ f dx = ∫ₐᵇ f dx + ∫ᵦᶜ f dx
The additivity rule holds even when the split point is not between the endpoints: if ∫₂⁵ f = 10 and ∫₂⁸ f = 4, then ∫₅⁸ f = ∫₂⁸ f − ∫₂⁵ f = −6.
Σ (height)·(width); left drops the last point, right drops the first, midpoint uses interval centers.Δx — use each subinterval's own width.∫|f|.f(x) = x² on [0, 4] with n = 4, the right Riemann sum equals1. E — Correct: right sum uses heights at 1,2,3,4: 1(1+4+9+16) = 30. A is the left sum, B the midpoint, C the trapezoid, D an arithmetic slip. Fix: the right sum drops the first grid point and uses the rest.
f(x) = x² on [0, 4] with n = 4, the midpoint Riemann sum equals2. C — Correct: midpoint heights at 0.5,1.5,2.5,3.5: 1(0.25+2.25+6.25+12.25) = 21. A is the left sum, D the trapezoid, E the right sum; B is a miscount. Fix: the midpoint sum samples the center of each subinterval, not the endpoints.
[a, b], which statement is always true?3. B — Correct: for an increasing function the left endpoint is lowest (rectangles below the curve → underestimate) and the right endpoint is highest (rectangles above → overestimate). A and C reverse the directions. D is false — the midpoint sum is only an approximation. E confuses the trapezoid rule (governed by concavity, not slope). Fix: increasing ⇒ left under, right over.
R(t) gal/min: R(0)=10, R(2)=18, R(5)=24, R(7)=28, R(12)=35. The left Riemann sum for ∫₀¹² R(t) dt over the four subintervals is4. C — Correct: widths 2,3,2,5, left heights 10,18,24,28: 2(10)+3(18)+2(24)+5(28) = 262. D is the trapezoid and E the right sum. A and B pair heights with wrong widths. Fix: multiply each left height by its own subinterval width.
∫₀¹² R(t) dt is5. A — Correct: 2(14)+3(21)+2(26)+5(31.5) = 300.5, the average of left (262) and right (339). B is the left sum, D the right sum, E forgot the ½ (doubled), C is a wrong-width slip. Fix: each trapezoid is (width)·(average of the two heights).
f is concave up on [a, b]. The trapezoidal approximation of ∫ₐᵇ f(x) dx6. D — Correct: for a concave-up function each chord lies above the curve, so every trapezoid includes extra area — an overestimate. A reverses it (that is concave down). B and E are false in general. C ignores the concavity information. Fix: concave up ⇒ trapezoid over; concave down ⇒ trapezoid under.
f on [0, 8] is a triangle of area 2 above the axis on [0, 2], the lower half of a circle of radius 2 on [2, 6], and a triangle of area 2 above the axis on [6, 8]. Then ∫₀⁸ f(x) dx =7. D — Correct: signed area = +2 − 2π + 2 = 4 − 2π ≈ −2.28; the lower semicircle (area 2π) sits below the axis and enters negative. A treats every region as positive (that is total area, 4 + 2π). B and E have sign errors. C ignores the semicircle entirely. Fix: below the axis counts negative — attach signs before adding.
∫₁⁴ f(x) dx = 6 and ∫₄⁷ f(x) dx = −2, then ∫₁⁷ f(x) dx =8. B — Correct: additivity, ∫₁⁷ f = ∫₁⁴ f + ∫₄⁷ f = 6 + (−2) = 4. A added the magnitudes without the sign. C negated the result. D and E are unrelated. Fix: adjacent intervals add — keep the sign of each piece.
∫₁³ f(x) dx = 7, then ∫₃¹ f(x) dx =9. E — Correct: reversing the limits negates the integral, so ∫₃¹ f = −∫₁³ f = −7. A ignored the reversal. B, C, D misapply the rule. Fix: swapping the limits flips the sign.
f(x) = x − 2 and the x-axis on [0, 4] is10. A — Correct: f is below the axis on [0, 2] (triangle area 2) and above on [2, 4] (triangle area 2); total area counts both positive: 2 + 2 = 4. B is the net area (they cancel). C and D miscount a region. E is a sign error. Fix: total area = ∫|f| — every region positive; net area lets them cancel.
v(t) (ft/sec), always positive, is v(0)=60, v(10)=55, v(20)=50, v(30)=42, v(40)=30. The left Riemann sum for ∫₀⁴⁰ v(t) dt over the four subintervals is11. D — Correct: the data is decreasing, so the left endpoint is the highest value on each subinterval; every left rectangle lies above the curve, making the left sum an overestimate. A reverses it (that is the increasing case). B, C, E are false in general. Fix: decreasing ⇒ left sum over, right sum under.
∫₂⁵ f(x) dx = 10 and ∫₂⁸ f(x) dx = 4, then ∫₅⁸ f(x) dx =12. C — Correct: additivity gives ∫₅⁸ f = ∫₂⁸ f − ∫₂⁵ f = 4 − 10 = −6. A and D mishandle the signs. B dropped the sign. E multiplied. Fix: ∫₂⁸ = ∫₂⁵ + ∫₅⁸, so ∫₅⁸ = ∫₂⁸ − ∫₂⁵.
1. E — Correct: right sum uses heights at 1,2,3,4: 1(1+4+9+16) = 30. A is the left sum, B the midpoint, C the trapezoid, D an arithmetic slip. Fix: the right sum drops the first grid point and uses the rest.
2. C — Correct: midpoint heights at 0.5,1.5,2.5,3.5: 1(0.25+2.25+6.25+12.25) = 21. A is the left sum, D the trapezoid, E the right sum; B is a miscount. Fix: the midpoint sum samples the center of each subinterval, not the endpoints.
3. B — Correct: for an increasing function the left endpoint is lowest (rectangles below the curve → underestimate) and the right endpoint is highest (rectangles above → overestimate). A and C reverse the directions. D is false — the midpoint sum is only an approximation. E confuses the trapezoid rule (governed by concavity, not slope). Fix: increasing ⇒ left under, right over.
4. C — Correct: widths 2,3,2,5, left heights 10,18,24,28: 2(10)+3(18)+2(24)+5(28) = 262. D is the trapezoid and E the right sum. A and B pair heights with wrong widths. Fix: multiply each left height by its own subinterval width.
5. A — Correct: 2(14)+3(21)+2(26)+5(31.5) = 300.5, the average of left (262) and right (339). B is the left sum, D the right sum, E forgot the ½ (doubled), C is a wrong-width slip. Fix: each trapezoid is (width)·(average of the two heights).
6. D — Correct: for a concave-up function each chord lies above the curve, so every trapezoid includes extra area — an overestimate. A reverses it (that is concave down). B and E are false in general. C ignores the concavity information. Fix: concave up ⇒ trapezoid over; concave down ⇒ trapezoid under.
7. D — Correct: signed area = +2 − 2π + 2 = 4 − 2π ≈ −2.28; the lower semicircle (area 2π) sits below the axis and enters negative. A treats every region as positive (that is total area, 4 + 2π). B and E have sign errors. C ignores the semicircle entirely. Fix: below the axis counts negative — attach signs before adding.
8. B — Correct: additivity, ∫₁⁷ f = ∫₁⁴ f + ∫₄⁷ f = 6 + (−2) = 4. A added the magnitudes without the sign. C negated the result. D and E are unrelated. Fix: adjacent intervals add — keep the sign of each piece.
9. E — Correct: reversing the limits negates the integral, so ∫₃¹ f = −∫₁³ f = −7. A ignored the reversal. B, C, D misapply the rule. Fix: swapping the limits flips the sign.
10. A — Correct: f is below the axis on [0, 2] (triangle area 2) and above on [2, 4] (triangle area 2); total area counts both positive: 2 + 2 = 4. B is the net area (they cancel). C and D miscount a region. E is a sign error. Fix: total area = ∫|f| — every region positive; net area lets them cancel.
11. D — Correct: the data is decreasing, so the left endpoint is the highest value on each subinterval; every left rectangle lies above the curve, making the left sum an overestimate. A reverses it (that is the increasing case). B, C, E are false in general. Fix: decreasing ⇒ left sum over, right sum under.
12. C — Correct: additivity gives ∫₅⁸ f = ∫₂⁸ f − ∫₂⁵ f = 4 − 10 = −6. A and D mishandle the signs. B dropped the sign. E multiplied. Fix: ∫₂⁸ = ∫₂⁵ + ∫₅⁸, so ∫₅⁸ = ∫₂⁸ − ∫₂⁵.