/// <summary>
/// Constructs and initializes the initialization algorithm.
/// </summary>
/// <param name="xmlConfig">The XML configuration for the initialization algorithm.</param>
/// <param name="isAcyclic">Flag indicating whether the network is acyclic (i.e. does not have recurrent connections).</param>
/// <returns>The constructed initialization algorithm.</returns>
public virtual void SetAlgorithmParameters(XmlElement xmlConfig, bool isAcyclic)
{
// Read NEAT genome parameters
// Save off genome parameters specifically for the initialization algorithm
// (this is primarily because the initialization algorithm will quite likely have different NEAT parameters)
NeatGenomeParameters = ExperimentUtils.ReadNeatGenomeParameters(xmlConfig);
NeatGenomeParameters.FeedforwardOnly = isAcyclic;
// Read NEAT evolution parameters
EvolutionAlgorithmParameters = ExperimentUtils.ReadNeatEvolutionAlgorithmParameters(xmlConfig);
// Get complexity constraint parameters
ComplexityRegulationStrategyDefinition = XmlUtils.TryGetValueAsString(xmlConfig,
"ComplexityRegulationStrategy");
ComplexityThreshold = XmlUtils.TryGetValueAsInt(xmlConfig, "ComplexityThreshold");
}