Newton Forward difference method
% Confirmed case Sample data points (x, y)
data = [ 1, 88; 2, 49; 3, 47; 4, 8; 5, 34; 6, 762; 7, 98; 8, 40];
% Extract x and y values
x = data(:, 1);
y = data(:, 2);
n = length(x);
% Calculate forward differences
forward_diff = zeros(n, n);
forward_diff(:, 1) = y;
for j = 2:n
for i = 1:n-j+1
forward_diff(i, j) = forward_diff(i+1, j-1) – forward_diff(i, j-1);
end
end
% Construct the Newton Forward Difference polynomial
syms X;
P = y(1);
for j = 1:n-1
term = forward_diff(1, j);
for i = 1:j
term = term * (X – x(i));
end
P = P + term / factorial(j);
end
disp(‘Newton Forward Difference Polynomial:’);
disp(simplify(P));
Result Newton Forward Difference Polynomial: – (725*X^7)/1008 + (1651*X^6)/80 – (173233*X^5)/720 + (70651*X^4)/48 – (91321*X^3)/18 + (146407*X^2)/15 – (1996741*X)/210 + 3658
The problem now is that when I substitute each value of x, I don’t get the corresponding value of y as stated in the table. I need help on how to get the correct polynomial equation.% Confirmed case Sample data points (x, y)
data = [ 1, 88; 2, 49; 3, 47; 4, 8; 5, 34; 6, 762; 7, 98; 8, 40];
% Extract x and y values
x = data(:, 1);
y = data(:, 2);
n = length(x);
% Calculate forward differences
forward_diff = zeros(n, n);
forward_diff(:, 1) = y;
for j = 2:n
for i = 1:n-j+1
forward_diff(i, j) = forward_diff(i+1, j-1) – forward_diff(i, j-1);
end
end
% Construct the Newton Forward Difference polynomial
syms X;
P = y(1);
for j = 1:n-1
term = forward_diff(1, j);
for i = 1:j
term = term * (X – x(i));
end
P = P + term / factorial(j);
end
disp(‘Newton Forward Difference Polynomial:’);
disp(simplify(P));
Result Newton Forward Difference Polynomial: – (725*X^7)/1008 + (1651*X^6)/80 – (173233*X^5)/720 + (70651*X^4)/48 – (91321*X^3)/18 + (146407*X^2)/15 – (1996741*X)/210 + 3658
The problem now is that when I substitute each value of x, I don’t get the corresponding value of y as stated in the table. I need help on how to get the correct polynomial equation. % Confirmed case Sample data points (x, y)
data = [ 1, 88; 2, 49; 3, 47; 4, 8; 5, 34; 6, 762; 7, 98; 8, 40];
% Extract x and y values
x = data(:, 1);
y = data(:, 2);
n = length(x);
% Calculate forward differences
forward_diff = zeros(n, n);
forward_diff(:, 1) = y;
for j = 2:n
for i = 1:n-j+1
forward_diff(i, j) = forward_diff(i+1, j-1) – forward_diff(i, j-1);
end
end
% Construct the Newton Forward Difference polynomial
syms X;
P = y(1);
for j = 1:n-1
term = forward_diff(1, j);
for i = 1:j
term = term * (X – x(i));
end
P = P + term / factorial(j);
end
disp(‘Newton Forward Difference Polynomial:’);
disp(simplify(P));
Result Newton Forward Difference Polynomial: – (725*X^7)/1008 + (1651*X^6)/80 – (173233*X^5)/720 + (70651*X^4)/48 – (91321*X^3)/18 + (146407*X^2)/15 – (1996741*X)/210 + 3658
The problem now is that when I substitute each value of x, I don’t get the corresponding value of y as stated in the table. I need help on how to get the correct polynomial equation. newton forward difference method MATLAB Answers — New Questions