prune size of returned Pareto front? (and/or include epsilon dominance?)

fstonedahl / behaviorsearch

BehaviorSearch is a software tool to help with automating the exploration of agent-based models (ABMs), by using genetic algorithms and other heuristic techniques to search the parameter-space. BehaviorSearch interfaces with the popular NetLogo ABM development platform, to provide a low-threshold way to search for combinations of model parameter settings that will result in a specified target behavior.

Other

11 stars 6 forks source link

prune size of returned Pareto front? (and/or include epsilon dominance?) #22

Open fstonedahl opened 7 years ago

fstonedahl commented 7 years ago

Could consider just returning what the evolutionary algorithm found at the end, rather than giving the "overallBests"? However, that doesn't help with the "checkedBest" situation.

Allow user to specify how many solutions they would like to receive (for MO problems), as part of the runOptions, or part of the protocol (probably protocol, include in SA tab)?

fstonedahl commented 7 years ago

Related idea: Add "epsilon" choice to SA (and SearchProtocolInfo class) to collect Epsilon-dominated results instead?