synths here...
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Imagine a modular synth with 10s of modules that could be instantly wired up at random. Imagine then being able to combine or breed different circuits, or to create multiple variations of a circuit with subtle wiring changes. That's basically what evosynth does.
To be more specific, EvoSynth is a sound synthesis system which uses an interactive genetic algorithm to search the space of all possible configurations of a set of oscillators and filters. It is based on an idea I first experimented with back in 2000 with a system I called AudioServe. You can read all about that system here: AudioServe.