grammaticality - do you use " The" with mathematical methods?

1. For intra-cluster relationships, we applied mathematical optimisation to choose the best tree produced by neighbour joining
   
   method.

Or

2. For intra-cluster relationships, we applied mathematical optimisation to choose the best tree produced by the neighbour
   joining method.

What is the rule for using "the" before mathematical methods in general?