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Linear algebra and geometry

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Let be a symmetric matrix of order with the elements of the main diagonal equal to and those on the upper and lower codiagonals equal to . Let be a matrix of order , whose th column is defined as linearly spaced elements in , . Solve the systems . The -norm of the vector is, approximately:

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Let be the Hilbert matrix of order (MATLAB command hilb). The sum of the elements of that are lower than is approximately
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Let be a vector of linearly spaced values on and a vector of linearly spaced values on . The scalar product between and is, approximately,
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Generate the matrix of order , whose generic element is . The condition number of in the -norm is:

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Let be the vector containing the integers between and (extrema included). The expression is, approximately:
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Let be the vector containing the integers between and (extrema included). The expression is, approximately:
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Let  be the matrix generated by the command magic(432), the identity matrix and . Let be the right-hand side such that the solution of the linear system is a vector with all elements equal to 1. Solve the linear system with the MATLAB command \. Let be the infinite norm of the residual . Which is the order of ?
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Let be the Hilbert matrix of order (hilb command), the identity matrix and . Let be the column vector such that the solution of the linear system is a vector containing the first strictly positive integers. Let be the absolute error in infinite norm between the solution obtained solving the system with the MATLAB command \ and the exact solution. Which is the order of ?
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Let be the matrix of order , generated by the command . Starting from the unitary vector, execute iterations of the inverse power method applied to . The absolute error associated to the approximation of the eigenvalue that is the closest to (take the value returned by eig as reference), is approximately:

 

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Let be a tridiagonal matrix with order such that the diagonal elements are equal to , the upper diagonal elements are equal to and the lower diagonal elements are equal to . Build a vector , whose elements are equally spaced values in , and solve the linear system , using the SVD decomposition of . Within the steps of such method, let be the solution of the linear system with coefficient matrix ; the quantity is approximately:

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