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Direct Method of Interpolation

Direct Method of Interpolation. Major: All Engineering Majors Authors: Autar Kaw, Jai Paul http://numericalmethods.eng.usf.edu Numerical Methods for STEM undergraduates. What is Interpolation ?.

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Direct Method of Interpolation

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  1. Direct Method of Interpolation Major: All Engineering Majors Authors: Autar Kaw, Jai Paul http://numericalmethods.eng.usf.edu Numerical Methods for STEM undergraduates http://numericalmethods.eng.usf.edu

  2. What is Interpolation ? Given (x0,y0), (x1,y1), …… (xn,yn), find the value of ‘y’ at a value of ‘x’ that is not given. http://numericalmethods.eng.usf.edu

  3. Velocity vs Time http://numericalmethods.eng.usf.edu

  4. Interpolants Polynomials are the most common choice of interpolants because they are easy to: Evaluate Differentiate, and Integrate http://numericalmethods.eng.usf.edu

  5. Direct Method Given ‘n+1’ data points (x0,y0), (x1,y1),………….. (xn,yn), pass a polynomial of order ‘n’ through the data as given below: where a0, a1,………………. an are real constants. • Set up ‘n+1’ equations to find ‘n+1’ constants. • To find the value ‘y’ at a given value of ‘x’, simply substitute the value of ‘x’ in the above polynomial. http://numericalmethods.eng.usf.edu

  6. Example The upward velocity of a rocket is given as a function of time in Table 1. Find the velocity at t=16 seconds using the direct method for linear interpolation. Velocity vs. time data for the rocket example Velocity as a function of time http://numericalmethods.eng.usf.edu

  7. Linear Interpolation Solving the above two equations gives, Hence http://numericalmethods.eng.usf.edu

  8. Example The upward velocity of a rocket is given as a function of time in Table 1. Find the velocity at t=16 seconds using the direct method for quadratic interpolation. Velocity vs. time data for the rocket example Velocity as a function of time http://numericalmethods.eng.usf.edu

  9. Quadratic Interpolation Quadratic Interpolation Solving the above three equations gives http://numericalmethods.eng.usf.edu

  10. Quadratic Interpolation (contd) http://numericalmethods.eng.usf.edu

  11. Example The upward velocity of a rocket is given as a function of time in Table 1. Find the velocity at t=16 seconds using the direct method for cubic interpolation. Velocity vs. time data for the rocket example Velocity as a function of time http://numericalmethods.eng.usf.edu

  12. Cubic Interpolation http://numericalmethods.eng.usf.edu

  13. Cubic Interpolation (contd) http://numericalmethods.eng.usf.edu

  14. Comparison Table http://numericalmethods.eng.usf.edu

  15. Distance from Velocity Profile Find the distance covered by the rocket from t=11s to t=16s ? = http://numericalmethods.eng.usf.edu

  16. Acceleration from Velocity Profile Find the acceleration of the rocket at t=16s given that , http://numericalmethods.eng.usf.edu

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