07.03 Simpson’s 1/3 Rule for Integration-More Examples Computer Engineering Example 1 Human vision has the remarkable ability to infer 3D shapes from 2D images. The intriguing question is: can we replicate some of these abilities on a computer? Yes, it can be done and to do this, integration of vector fields is required. The following integral needs to integrated. 100 I f ( x)dx 0 where f ( x) 0, 0 x 30 9.1688 10 6 x 3 2.7961 10 3 x 2 2.8487 10 1 x 9.6778, 30 x 172 0, 172 x 200 a) Use Simpson’s 1/3 Rule to find the probability. b) Find the true error, E t , for part (a). c) Find the absolute relative true error for part (a). Solution a) ba ab f (a) 4 f f (b) 6 2 a0 b 100 ab 50 2 f x 0, 0 x 30 I 9.1688 10 6 x 3 2.7961 10 3 x 2 2.8487 10 1 x 9.6778, 30 x 172 0, 172 x 200 f 0 0 f 100 9.1688 10 6 100 2.7961 10 3 100 2.8487 10 1 100 9.6778 0.017000 3 2 f 50 9.1688 10 6 50 2.7961 10 3 50 2.8487 10 1 50 9.6778 1.2784 3 07.03.1 2 07.03.2 Chapter 07.03 b a ab I f a 4 f f b 6 2 100 0 f 0 4 f 50 f 100 6 100 0 41.2784 0.017 6 84.947 b) The exact value of the above integral is found using Maple for calculating the true error and relative true error. 100 I f ( x)dx 0 60.793 so the true error is Et True Value Approximate Value 60.793 84.947 24.154 c) The absolute relative true error, t , would then be True Error 100 % True Value 60.793 84.947 100 % 60.793 39.732 % t Example 2 Human vision has the remarkable ability to infer 3D shapes from 2D images. The intriguing question is: can we replicate some of these abilities on a computer? Yes, it can be done and to do this, integration of vector fields is required. The following integral needs to integrated. 100 I f ( x)dx 0 where f x 0, 0 x 30 9.1688 10 6 x 3 2.7961 10 3 x 2 2.8487 10 1 x 9.6778, 30 x 172 0, 172 x 200 a) Use four segment Simpson’s 1/3 Rule to find the value of the integral b) Find the true error, E t , for part (a). c) Find the absolute relative true error for part (a). Simpsons 1/3 Rule for Integration-More Examples: Computer Engineering 07.03.3 Solution a) Using n segment Simpson’s 1/3 Rule, n 1 n2 ba I f ( x 0 ) 4 f ( xi ) 2 f ( xi ) f ( x n ) 3n i 1 i 2 i odd i even n4 a0 b 100 ba h n 100 0 4 25 f x 0, 0 x 30 9.1688 10 6 x 3 2.7961 10 3 x 2 2.8487 10 1 x 9.6778, 30 x 172 0, 172 x 200 So f x0 f 0 f 0 0 f x1 f 0 25 f 25 f 25 0 f x2 f 25 25 f 50 f 50 9.1688 10 6 50 2.7961 10 3 50 2.8487 10 1 50 9.6778 1.2784 3 2 f x3 f 50 25 f 75 f 75 9.1688 10 6 75 2.7961 10 3 75 2.8487 10 1 75 9.6778 0.17253 3 f x4 f xn f 100 2 07.03.4 Chapter 07.03 f 100 9.1688 10 6 100 2.7961 10 3 100 2.8487 10 1 100 9.6778 0.017000 3 2 n 1 n2 ba I f ( x 0 ) 4 f ( xi ) 2 f ( xi ) f ( x n ) 3n i 1 i 2 i odd i even 3 2 100 0 f 0 4 f xi 2 f xi f 100 34 i 1 i 2 i odd i even 100 f 0 4 f x1 4 f x3 2 f x2 f 100 12 25 f 0 4 f 25 4 f 75 2 f 50 f 100 3 25 0 40 40.17253 21.2784 0.017000 3 26.917 b) The exact value of the above integral is found using Maple for calculating the true error and relative true error. 100 I f ( x)dx 0 60.793 so the true error is Et True Value Approximate Value 60.793 26.917 33.873 c) The absolute relative true error, t , would then be True Error 100 % True Value 60.793 26.917 100 % 60.793 55.724 % t Simpsons 1/3 Rule for Integration-More Examples: Computer Engineering Table 1 Values of Simpson’s 1/3 Rule for Example 2 with multiple segments. n Approximate Value Et t % 2 4 6 8 10 84.947 26.917 66.606 62.318 85.820 24.154 33.876 5.8138 1.5252 25.023 39.732 55.724 9.5633 2.5088 41.169 07.03.5