public static NeatEvolutionAlgorithm <double> CreateNeatEvolutionAlgorithm(
INeatExperimentFactory <double> experimentFactory,
string jsonConfigFilename)
{
// Load experiment json config from file.
JsonDocument configDoc = JsonUtils.LoadUtf8(jsonConfigFilename);
// Create an instance of INeatExperiment, configured using the supplied json config.
INeatExperiment <double> neatExperiment = experimentFactory.CreateExperiment(configDoc.RootElement);
// Create a NeatEvolutionAlgorithm instance ready to run the experiment.
var ea = NeatExperimentUtils.CreateNeatEvolutionAlgorithm(neatExperiment);
return(ea);
}
public static INeatExperiment <double> CreateAndConfigureExperiment(ExperimentInfo expInfo)
{
// Create an experiment factory.
INeatExperimentFactory factory = (INeatExperimentFactory)Activator.CreateInstance(
expInfo.ExperimentFactory.AssemblyName,
expInfo.ExperimentFactory.TypeName)
.Unwrap();
// Load experiment json config from file.
JsonDocument configDoc = JsonUtils.LoadUtf8(expInfo.ConfigFile);
// Create an instance of INeatExperiment, configured using the supplied json config.
INeatExperiment <double> experiment = factory.CreateExperiment(configDoc.RootElement);
return(experiment);
}
public static NeatEvolutionAlgorithm <double> CreateNeatEvolutionAlgorithm(
INeatExperimentFactory <double> experimentFactory,
string jsonConfigFilename)
{
// Read experiment json config from file.
// Note. We read the entire contents into a string; we don't ever expect to see large json files here, so this fine.
string jsonStr = File.ReadAllText(jsonConfigFilename);
// Create an instance of INeatExperiment, configured using the supplied json config.
INeatExperiment <double> neatExperiment = experimentFactory.CreateExperiment(jsonStr);
// Create a NeatEvolutionAlgorithm instance ready to run the experiment.
var ea = NeatExperimentUtils.CreateNeatEvolutionAlgorithm(neatExperiment);
return(ea);
}
