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  1. #--- parameters for the XOR-2 experiment ---#
  2.  
  3. # The `Types` section specifies which classes should be used for various
  4. # tasks in the NEAT algorithm. If you use a non-default class here, you
  5. # must register it with your Config instance before loading the config file.
  6. [Types]
  7. stagnation_type = DefaultStagnation
  8. reproduction_type = DefaultReproduction
  9.  
  10. [phenotype]
  11. input_nodes = 4
  12. hidden_nodes = 0
  13. output_nodes = 1
  14. initial_connection = unconnected
  15. max_weight = 30
  16. min_weight = -30
  17. feedforward = 0
  18. activation_functions = sigmoid
  19. weight_stdev = 1.0
  20.  
  21. [genetic]
  22. pop_size = 150
  23. max_fitness_threshold = 975
  24. prob_add_conn = 0.988
  25. prob_add_node = 0.125
  26. prob_delete_conn = 0.146
  27. prob_delete_node = 0.05
  28. prob_mutate_bias = 0.0509
  29. bias_mutation_power = 2.093
  30. prob_mutate_response = 0.1
  31. response_mutation_power = 0.1
  32. prob_mutate_weight = 0.460
  33. prob_replace_weight = 0.0245
  34. weight_mutation_power = 0.825
  35. prob_mutate_activation = 0.0
  36. prob_toggle_link = 0.0138
  37. reset_on_extinction = 1
  38.  
  39. [genotype compatibility]
  40. compatibility_threshold = 3.0
  41. excess_coefficient = 1.0
  42. disjoint_coefficient = 1.0
  43. weight_coefficient = 0.4
  44.  
  45. [DefaultStagnation]
  46. species_fitness_func = mean
  47. max_stagnation = 15
  48.  
  49. [DefaultReproduction]
  50. elitism = 1
  51. survival_threshold = 0.2
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