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hypkey.txt
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hypkey.txt
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# WANN Hyperparameters
task - (string) - name of task (see domain/config.py)
maxGen - (int) - number of generations to run algorithm
popSize - (int) - number of individuals in population
alg_wDist - (string) - "standard": 6 chosen values ([-2,-1,-0.5,0.5,1,2])
"other": linspace of alg_nVals between weight caps
alg_nVals - (int) - number of weights to test when evaluating individual
alg_nReps - (int) - number of repetitions when evaluating individuals
alg_probMoo - (float) - chance of applying second objective when using MOO
prob_addConn - (float) - chance to add connections
prob_addNode - (float) - chance to add node
prob_crossover - (float) - chance of crossover
prob_enable - (float) - chance to enable disabled connection
prob_mutAct - (float) - chance to change node activation function
prob_initEnable - (float) - chance to enable each initial connection
select_cullRatio - (float) - percent of individuals to remove from parent pool before selection
select_eliteRatio - (float) - percent of individuals to pass on to next genration unchanged
select_tournSize - (int) - number of competitors in each tournament
save_mod - (int) - generations between saving results to disk
bestReps - (int) - number of times to test new 'best' solutions to confirm