Multi-objective
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GoogleCodeExporter commented
It would be great if BehaviorSearch supported multi-objective
search/optimization, so we could find whole Pareto-fronts that describe
trade-offs between the objectives.
For GAs this means implementing algorithms like NSGA-2 or SPEA-2. But there's
quite a bit of infrastructure that would need to change too, to support
collecting and storing multiple measures, instead of just a single fitness
function.
Also, visualizing search progress could be more difficult as well - and
best-checking? May need to show a plot of the Pareto-front?
Original issue reported on code.google.com by fsondahl@gmail.com on 27 Apr 2011 at 7:33