Description
I’ve posted five different matrices as comma-separated text files. For each
matrix, first load the matrix into memory. Then answer the following questions for each matrix:
1. What are the matrix dimensions?
2. How many nonzeros are there?
3. Is it symmetric?
4. Is it diagonal?
5. Is it orthogonal?
6. What is the rank?
7. What is the smallest singular value?
8. What is the largest singular value?
9. What is the condition number?
10. Generate five random right-hand-sides. For each right-hand-side b, try
to solve Ax = b with the appropriate solver (like linsolve). Did the
solver have any issues solving the systems?
For each matrix, make two plots:
1. Plot the nonzero elements of the matrix.
2. Plot the magnitude of the elements of the matrix.
If you don’t like the matrices I’ve posted, use your own from your work. Here
are three great places to find interesting matrices:
• Tim Davis’s SuiteSparse Matrix Collection
• NIST Matrix Market
• Matlab’s gallery
If you use these, tell me why you think the matrix is interesting.
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