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Does anyone know of any .NET genetic algorithm frameworks for evolving instructions sets in virtual machines to solve abstract problems? I would be particularly interested in a framework which allows virtual machines to self propagate within a pool and evolve against a fitness function determined by a data set with “good” outputs given expected inputs.
MicroGP is a framework for evolving programs that is retargetable – if a CLR target does not exist, you can create one.
It has been used for making winning corewars warriors, as well as the serious task of verifying processor implementations.
It has received sponsorship from Intel.