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Breeder Settings - Basics (oEL)
Basic Settings for the NEAT Algorithm to evolve an ANN. These will override any changes made to the properties in the All-Settings Component.
Inputs
| Name | ID | Description | Type |
|---|---|---|---|
| PopulationSize | PopS | Population Size in one generation | Integer |
| MaxSpeciesP | SpeciesP | The maximum number of different species which will be maintained, as percent of population size. | Number |
| NoveltySearch | NovS | NoveltySearch - Novel Behaviours will be searched instead of a better objective value. 0:Off 1:Novelty Float 2:Novelty Fixed 3:Novelty Histogram | Integer |
| MultiObjective | MultiO | Multi-Objective Pareto Search - Instead of Speciation, the Pareto Principle will be used. 0:Off 1:Non-Dominated Sorting 2:Hypervolume Ranking | Integer |
| Seed | Seed | Random Seed Value as the basis for all probabilistic operations. | Integer |
| RecHist | History | Record History Mode 0:Disabled 1:Last generation's species champions 2:Last generation 3:Generation's champions + last generation 4:Species champions / pareto fronts + last generation 5:All History | Integer |
| SaveInterv | SaveInterv | Intermediate Save Interval - Every nth generation, the grasshopper document will be saved with the component holding the last generation of solutions. Set to 0 to deactivate completely. Set to -1 to delete the saved Genomes. | Integer |
| RecordFailed | RecFailed | Record Failed Genomes, 0 to deactivate, 1 to record just the ones of the last generation, 2 to record all | Integer |
| Memory % | Memory % | Memory Percentage which has to be free so the process keeps running, otherwise stopped and results so far given out | Number |
| Reset | Reset | Reset evolution process each time; if false the next run will take the last run's results as seedGenomes - if there are some and they are compatible. | Boolean |
Outputs
| Name | ID | Description | Type |
|---|---|---|---|
| Settings | S | Settings for the evolution of Networks | CPPN evolution parameters |
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