I have indeed looked at some genetic algorithms and a lot of papers on the topic (in fact, my former university has a course about that, so I read the coursebook). Most of what I have read is either included, attempted, or in TODO. And obviously, I need to read some more.
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That interactive thing looks useful. It might be possible to build a music composer (website) using collective intelligence, i.e., producing music by taking people's response into consideration?
The idea of "liking" and "disliking" is to:
1. Get a collection of 'best' tracks that sort-of advertises the successful parts of the algorithm
2. To let me analyze which intermediate decisions in the generation process are good and which not, so that I can make the good ones happen more often.