How do assumptions affect problem solving? What are some positive and negative results that can occur in the tentative alternative solution loop?

How do assumptions affect problem solving? What are some positive and negative results that can occur in the tentative alternative solution loop? Why are both quantitative and non-quantitative criteria important when evaluating and choosing an alternative?