Ask HN: How do you approach a problem you are not sure has a solution?

How do you battle against (self-inflicted) anxiety/paralysis when you are attempting to tackle a problem you are not sure has a solution? I have a very open mind to solving problems but it can make it difficult to come to conclusions. Anyone know what I'm talking about here? Have any advice?