I wrote my thesis by writing the contents page first and then filling out each chapter and subsection as it came to mind.

Whenever I would get stuck on a problem X I would stick it in the contents list in an appropriate chapter as a subheading called "How to solve X" and plod on from there.

Today I use Scrivener which is great for this kind of non-linear writing.