Chapter 07.02 Trapezoidal 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 single segment Trapezoidal 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). Solution a) f (a ) f (b) I (b a) , where 2 a0 b 100 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 f 0 0 f 100 9.1688 10 6 100 2.7961 10 3 100 2.8487 10 1 100 9.6778 0.017000 0 0.017 I 100 0 2 0.85000 3 07.02.1 2 07.02.2 Chapter 07.02 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 0.85000 61.643 c) The absolute relative true error, t , would then be t True Error 100 % True Value 60.793 0.850900 100 % 60.793 101.40 % 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 2-segment Trapezoidal 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, t ,for part (a). Solution a) ba n1 f (a) 2 f (a ih ) f (b) 2n i 1 n2 a0 b 100 I Trapezoidal Rule-More Examples: Computer Engineering 07.02.3 ba n 100 0 2 50 h 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 I 100 0 21 f 0 2 f a ih f 100 22 i 1 1 100 f 0 2 f 0 1 50 f 100 4 i 1 100 f 0 2 f 50 f 100 4 100 0 21.2784 0.017000 4 63.497 Since 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 2 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 63.497 2.7049 c) The absolute relative true error, t , would then be t True Error 100 % True Value 07.02.4 Chapter 07.02 60.793 63.497 100 % 60.793 4.4494 % Table 1 Values obtained using multiple-segment Trapezoidal rule for 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 n Value Et 1 2 3 4 5 6 7 8 0.85000 63.498 111.26 36.062 58.427 77.769 42.528 55.754 61.643 2.7049 50.465 24.731 2.3652 16.977 18.265 5.0388 t % 101.40 4.4494 83.011 40.681 3.8906 27.925 30.044 8.2885 a % --101.34 42.927 208.52 38.279 24.870 82.866 23.722