Trial and error. One of the most common problem-solving strategies is trial and error. ... Heuristics. Sometimes, it's more effective to solve a problem based on a formula than to try different solutions blindly. ... Gut instincts (insight problem-solving) ... Working backward. ... Means-end analysis.