For n = 2 … 11 set up Vandermonde matrix A of size m × n and for each n given data set a. Matlab
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I am given set of 50 data points with values {a^(i),b^(i)} for i=1,...,50
stored in the arrays a and b.
I know that the Vandermonde matrix A has size m x n, where n = 2 ... 11 and m is the size of the array a.
I want to to fit the data with a polynomial of degree (n − 1), for n = 2,...,11. To do that for each n I have to set up the Vandermonde matrix A of size m × n.
The Vandermonde matrix A solves the following equation:
A^T*A*x = A^T*b
Where the A^T is the transpose matrix and I have b already given.
Also we know that Aij = (a^(i))^(j−1)
for j = 1,...,n,
What confuses me is how to set the matrix for n = 2,..,11.
What my line of thought is:
I have m = length(a);
this will set up m = 50;
n = 11;
Then A=ones(m,n);
This creates a matrix A filled with ones that has the correct size.
However I am not sure how to populate the matrix.
I wrote the following for loop which I thought will populate the matrix:
for n = 2:11
j=n;
for i = 1:50
A(i,n) = (a^(i))^(j-1);
end
end
Could you help me please with setting up the matrix?
matlab matrix
add a comment |
I am given set of 50 data points with values {a^(i),b^(i)} for i=1,...,50
stored in the arrays a and b.
I know that the Vandermonde matrix A has size m x n, where n = 2 ... 11 and m is the size of the array a.
I want to to fit the data with a polynomial of degree (n − 1), for n = 2,...,11. To do that for each n I have to set up the Vandermonde matrix A of size m × n.
The Vandermonde matrix A solves the following equation:
A^T*A*x = A^T*b
Where the A^T is the transpose matrix and I have b already given.
Also we know that Aij = (a^(i))^(j−1)
for j = 1,...,n,
What confuses me is how to set the matrix for n = 2,..,11.
What my line of thought is:
I have m = length(a);
this will set up m = 50;
n = 11;
Then A=ones(m,n);
This creates a matrix A filled with ones that has the correct size.
However I am not sure how to populate the matrix.
I wrote the following for loop which I thought will populate the matrix:
for n = 2:11
j=n;
for i = 1:50
A(i,n) = (a^(i))^(j-1);
end
end
Could you help me please with setting up the matrix?
matlab matrix
add a comment |
I am given set of 50 data points with values {a^(i),b^(i)} for i=1,...,50
stored in the arrays a and b.
I know that the Vandermonde matrix A has size m x n, where n = 2 ... 11 and m is the size of the array a.
I want to to fit the data with a polynomial of degree (n − 1), for n = 2,...,11. To do that for each n I have to set up the Vandermonde matrix A of size m × n.
The Vandermonde matrix A solves the following equation:
A^T*A*x = A^T*b
Where the A^T is the transpose matrix and I have b already given.
Also we know that Aij = (a^(i))^(j−1)
for j = 1,...,n,
What confuses me is how to set the matrix for n = 2,..,11.
What my line of thought is:
I have m = length(a);
this will set up m = 50;
n = 11;
Then A=ones(m,n);
This creates a matrix A filled with ones that has the correct size.
However I am not sure how to populate the matrix.
I wrote the following for loop which I thought will populate the matrix:
for n = 2:11
j=n;
for i = 1:50
A(i,n) = (a^(i))^(j-1);
end
end
Could you help me please with setting up the matrix?
matlab matrix
I am given set of 50 data points with values {a^(i),b^(i)} for i=1,...,50
stored in the arrays a and b.
I know that the Vandermonde matrix A has size m x n, where n = 2 ... 11 and m is the size of the array a.
I want to to fit the data with a polynomial of degree (n − 1), for n = 2,...,11. To do that for each n I have to set up the Vandermonde matrix A of size m × n.
The Vandermonde matrix A solves the following equation:
A^T*A*x = A^T*b
Where the A^T is the transpose matrix and I have b already given.
Also we know that Aij = (a^(i))^(j−1)
for j = 1,...,n,
What confuses me is how to set the matrix for n = 2,..,11.
What my line of thought is:
I have m = length(a);
this will set up m = 50;
n = 11;
Then A=ones(m,n);
This creates a matrix A filled with ones that has the correct size.
However I am not sure how to populate the matrix.
I wrote the following for loop which I thought will populate the matrix:
for n = 2:11
j=n;
for i = 1:50
A(i,n) = (a^(i))^(j-1);
end
end
Could you help me please with setting up the matrix?
matlab matrix
matlab matrix
asked Nov 26 '18 at 22:27
Lachezar PetkovLachezar Petkov
1
1
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add a comment |
1 Answer
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You should use the vander
function. However, vander
will return an m x m matrix, which is usually used to fit the data to a polynomial of degree (m-1). Since you want to fit to a polynomial of degree (n-1), you only need the last n columns of that matrix.
Here's the code:
A = vander(a);
A = A(:,end-n+1:end);
add a comment |
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1 Answer
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1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
You should use the vander
function. However, vander
will return an m x m matrix, which is usually used to fit the data to a polynomial of degree (m-1). Since you want to fit to a polynomial of degree (n-1), you only need the last n columns of that matrix.
Here's the code:
A = vander(a);
A = A(:,end-n+1:end);
add a comment |
You should use the vander
function. However, vander
will return an m x m matrix, which is usually used to fit the data to a polynomial of degree (m-1). Since you want to fit to a polynomial of degree (n-1), you only need the last n columns of that matrix.
Here's the code:
A = vander(a);
A = A(:,end-n+1:end);
add a comment |
You should use the vander
function. However, vander
will return an m x m matrix, which is usually used to fit the data to a polynomial of degree (m-1). Since you want to fit to a polynomial of degree (n-1), you only need the last n columns of that matrix.
Here's the code:
A = vander(a);
A = A(:,end-n+1:end);
You should use the vander
function. However, vander
will return an m x m matrix, which is usually used to fit the data to a polynomial of degree (m-1). Since you want to fit to a polynomial of degree (n-1), you only need the last n columns of that matrix.
Here's the code:
A = vander(a);
A = A(:,end-n+1:end);
edited Nov 27 '18 at 3:12
answered Nov 27 '18 at 0:44
SavithruSavithru
592511
592511
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