This is old but is more relevant than ever. Everyone should read this.
Author: samuel.cheng@ou.edu
A great discussion on population-based search. Especially how it connects with goal switching and multi-task learning.
Pretty neat idea
https://vpr-norman.ou.edu/FY18-Federal-Research-Budgets