>You could use a MCMC method, but the problem here is designing a proposal density. There is no reason to expect programs which are almost correct to be syntactically close to programs which aren't. Changing a single bit in a program tends to radically alter its behavior, in a very non linear way. Program space does not map smoothly to output space.

Ahaha, "this sounds like a job for topology!"