hypkey.txt

# 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