Scripted HTML version of Foils prepared 29 December 1996

Foil 15 Notes on the use of full matrices

From CPS615-Linear Programming and Whirlwind Full Matrix Discussion Delivered Lectures of CPS615 Basic Simulation Track for Computational Science -- 5 Decemr 96. by Geoffrey C. Fox *
Secs 178.5
From the previous discussion, we see that matrix multiplication is actually very rarely used in scientific computing for large N. (Yet it's a favorite computer science algorithm!)
Full matrix equation solvers are sometimes used but not very common. Of course equation solvers are incredibly important for sparse matrices because if the matrix is large
  • the physics of the problem will make it sparse
  • it will be insoluble unless it is sparse
In solving , formally , but this is NOT normally the best numerical method.
If is sparse, both and the better LU decomposition are NOT sparse.



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