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A multi-purpose extensible self-adaptive evolutionary algorithm

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MicroGP (µGP, ugp) is yet another evolutionary optimizer able to outperform both human experts and conventional heuristics. Over the years it has been exploited as a coverage-driven fuzzer, as a general-purpose optimizer, and as a framework for prototyping and testing new ideas. Some hundreds papers discussing it can be found in the scientific literature.

MicroGP4 has been redesigned from scratch in Python to exploit the strengths of the language and its vibrant ecosystem. It is free and open-source software, and it is distributed under the permissive Apache License 2.0.

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