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Learn numerical approximations of integrals when direct integration is not feasible. Explore Riemann Sums and Trapezoidal Rule to estimate area under the curve and definite integrals. Understand how the Trapezoidal Rule provides average approximations and how to calculate error for accurate estimates. Practice with examples involving common functions to strengthen understanding of these approximation methods.
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Lesson 7-7 Numerical Approximations of Integrals -- What we do when we can’t integrate a function Riemann Sums Trapezoidal Rule
Strategies for Integrals that we can’t do • Use Riemann Sums – left-hand or right-hand, to approximate the area under the curve (i.e., the value of the definite integral) • Use the Trapezoidal Rule to approximate the area under the curve • The trapezoidal rule gives us an average of the right and left hand Riemann Sum approximations • The graph of fThe trapezoidal rule will: concave down underestimate the area concave up overestimate the area.
Trapezoidal Rule • From Geometry: Area of a Trapezoid = ½h•(b1 + b2) • Bases will the “height” or the functional value and h is the width, (b-a)/n, of each trapezoid • Since only the first base and the last base will be used only once Area = ½h•(b1 + 2b2 + … + 2bn-1 + bn)
x=π x=π ∫ sin x dx ∫ sin x dx = 2 x=0 x=0 Example 1 Use the trapezoidal rule with n = 4 to approximate h = (b-a)/n = (π-0)/4 = π/4 nf(x) 0 sin(0) =0 1 sin(π/4) = 0.7071 2 sin(π/2) = 1 3 sin(3π/4) = 0.7071 4 sin(π) = 0 Area = ½ h (b1 + b2) Area1 = ½ h (b1 + b2) = π/8(0 + 0.7071) Area2 = ½ h (b1 + b2) = π/8(0.7071 + 1) Area3 = ½ h (b1 + b2) = π/8(1 + 0.7071) Area4 = ½ h (b1 + b2) = π/8(0.7071 + 0) AreaT = Ai = (π/8)[2(0.7071) + 2(1.7071)] = 1.89612 2 3 1 4
x=1 x=1 ∫ ex² dx = 1.46265 ∫ ex² dx x=0 x=0 Example 2 Use the trapezoidal rule with n = 5 to approximate h = (b-a)/n = (1-0)/5 = 1/5 nf(x) 0 f(0) = 1 1 f(1/5) = 1.2214 2 f(2/5) = 1.4918 3 f(3/5) = 1.8221 4 f(4/5) = 2.2255 5 f(1) = 2.7183 Area = ½ h (b1 + b2) Area1 = ½ h (b1 + b2) = 1/10(1 + 1.2214) Area2 = ½ h (b1 + b2) = 1/101.2214 + 1.4918) Area3 = ½ h (b1 + b2) = 1/10(1.4918 + 1.8221) Area4 = ½ h (b1 + b2) = 1/10(1.8221 + 2.2255) Area5 = ½ h (b1 + b2) = 1/10(2.2255 + 2.7183) AreaT = Ai = (1/10)[1 + 2(1.2214) + 2(1.4918) + 2(1.8221) + 2(2.2255) + 2.7183] = 1.72399 5 4 3 2 1 note: calculator did a numeric apx
50 30 40 45 45 40 Pond Example h = 20 =(b-a)/n n = 7 Area = ½ h (b1 + b2) Area1 = ½ h (b1 + b2) = 10(0 + 40) = 400 Area2 = ½ h (b1 + b2) = 10(40 + 50) = 900 Area3 = ½ h (b1 + b2) = 10(50 + 45) = 950 Area4 = ½ h (b1 + b2) = 10(45 + 30) = 750 Area5 = ½ h (b1 + b2) = 10(30 + 45) = 750 Area6 = ½ h (b1 + b2) = 10(45 + 40) = 850 Area7 = ½ h (b1 + b2) = 10(40 + 0) = 400 AreaT = Ai = 5000
(b-a)³ E ≤ -------- max |f ’’(x)| where a ≤ x ≤ b 12n² (b – a)³ n² ≤ ---------- max |f ’’(x)| (always round up to 12 E next whole # when calculating n) x=b ∫f(x) dx x=a Approximating the Error of the Estimate If f has a continuous second derivative on [a,b], then the error E in approximating by the trapezoidal rule is:
x=1 1 ∫--------- dx x + 1 x=0 Example 3 Use the error formula to find the maximum possible error in approximating the integral, with n = 4. f(x) = (x + 1)-1 f’(x) = -(x+1)-2 f’’(x) = 2/(x+1)-3 (b-a)³ E ≤ -------- max |f’’(x)| where a ≤ x ≤ b 12n² (1-0)³ E ≤ -------- |2| (at x = 0 ) 12•4² E ≤ 0.01042
x=1 1 ∫--------- dx x + 1 x=0 Example 4 Use the error formula to find n so that the error in the approximation of the definite integral is less than 0.00001. f(x) = (x + 1)-1 f’(x) = -(x+1)-2 f’’(x) = 2/(x+1)-3 (b – a)³ n² ≥ ---------- max |f’’(x)| (always round up to 12 E next whole # when calculating n) (1 – 0)³ [2] n² ≥ ------------------- (always round up to 12 (0.00001) next whole # when calculating n) n² ≥ 16666.67 n ≥ 129.1 n = 130
Summary & Homework • Summary: • Riemann Sums can be used to get approximations to definite integrals that we don’t know how to integrate • The error used to approximate the integral can be calculated • The number of sub-intervals required to keep the error bounded can be calculated • Homework: • pg 527 – 529: 7, 8, 9