E7_lecture23_F08_Interpolation_MKF

E7_lecture23_F08_Interpolation_MKF - DENSITY OF WATER...

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Unformatted text preview: DENSITY OF WATER Temperature, ºC Density, g/cm3 1.0000 0.9970 0.9881 0.9747 0.9579 Polynomial Interpolation 0 25 50 75 100 FUNCTION EVALUATION f(x) y6 y5 y3 y1 0 x1 x2 x3 x4 x5 x6 x LINEAR INTERPOLATION f(x) (xi+1,yi+1) • (xi,yi) • (x,y) • 0 x interpolation y yi1  yi x  x i  yi x i1  x i PIECEWISE LINEAR INTERPOLATION f(x) y6 y5 y3 y1 0 x1 x2 x3 x4 x5 x6 x PIECEWISE LINEAR INTERPOLATION load xydata; plot(x,y,'o') hold on n = 10; % number of points between nodes for i = 1:length(x)-1 xplot = linspace(x(i),x(i+1),n); yplot = ( (y(i+1)-y(i))/(x(i+1)-x(i)) )… (y(i+1) *(xplot-x(i))+y(i); plot(xplot,yplot,'r') hold on end hold off INTERPOLATION linear quadratic y = a0 + a1x y = a0 + a1x + a2x2 y = a0 + a1x +…+ anxn 2 points 3 points MATLAB FUNCTIONS YI = interp1(X,Y,Xi) interp1(X YI = interp1(X,Y,Xi,'linear') YI = interp1(X,Y,Xi,'cubic') YI = interp1(X,Y,Xi,'spline') PP = spline(X,Y) n-th order spline n+1 points y = a0 + a1x + a2x2 + a3x3 4 points and 2 slopes ...
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This note was uploaded on 11/01/2009 for the course ENGLISH 7 taught by Professor Sengupta during the Spring '09 term at University of California, Berkeley.

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E7_lecture23_F08_Interpolation_MKF - DENSITY OF WATER...

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