What evolutionary algorithms are there that model or incorporate some notion of epigenetics? What are the pros/cons of those approaches? Are there vast insufficiencies or wide-open questions about their usefulness?
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Over the last few years, evolutionary computation research has shown increasing interest in including some aspect of epigenetics. For example:
- A 2008 paper by Tanev and Yuta
- Work from Lee Spector's genetic programming group
- A recent paper by Ricalde and Banzhaf
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$\begingroup$ It would really be nice if you could also (at least briefly) address the other question "What are the pros/cons of those approaches?". $\endgroup$– nbroJan 10, 2021 at 22:32