Implement warm-up routine

[otbrown]

It can help to start with a low dimension approximation and to iteratively increase the matrix dimension and decrease the convergence threshold, as in the work of Mascarenhas, Flayac, and Savona.

• Write control function for warm-up approach
• Write unit test for warm-up control function
• Extend validation tests to include validation of warm-up approach