RolfAndreassen comments on Rationality Quotes Thread August 2015 - Less Wrong
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George Pólya, or at least attributed to him, as I am unable to find the exact source, despite its being widely quoted in texts related to mathematics education or problem solving in general.
Not sure that generalises outside of math. Is it really better to solve one problem really, really thoroughly, than to have a good-enough fix for five? Depends on the problems, perhaps - but without knowing anything else, I'd rather solve five than one.
I think the point of the quote is that in the first case you have five methods you can use to attack different problems. In the second case you only have one method, and you have to hope every problem is a nail.
Indeed, this story from Polya emphasises the necessity of trying different angles of attack until you have a breakthrough (via squeak time.com):
Nu, but a method that has already been used on five problems seems to be pretty good at converting problems into nails. :)
I don't know the exact context of this particular quote, but George Pólya wrote a few books about how to become a better problem solver (at least in mathematics). In that context the quote is very reasonable.