humpday
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meta-map elites
https://github.com/kayuksel/meta-map-elites
I think an alternative could be first getting eigenvectors or independent components (via Fast ICA), then using meta-map-elites to optimize their weights, rather than optimizing a large portfolio of assets. The diversity of the map-elites can be set accordingly.