private void GatherData(IList <GeneticAlgorithmAgent> agents)
{
DataCollector.AddDataPoint(DataCollector.SetsNames.MinFitness, agents.Min(agent => agent.Fitness));
DataCollector.AddDataPoint(DataCollector.SetsNames.MaxFitness, agents.Max(agent => agent.Fitness));
DataCollector.AddDataPoint(DataCollector.SetsNames.AvgFitness, agents.Average(agent => agent.Fitness));
IDictionary <string, int> topologyTrends = new Dictionary <string, int>();
foreach (var network in agents.Select(agent => agent.Network))
{
string topologyIdentifier = network.GetTopologyIdentifier();
if (!topologyTrends.ContainsKey(topologyIdentifier))
{
topologyTrends.Add(topologyIdentifier, 1);
}
else
{
topologyTrends[topologyIdentifier]++;
}
}
var topologyTrendsStringBuilder = new StringBuilder();
foreach (var kvp in topologyTrends)
{
topologyTrendsStringBuilder.Append($"{kvp.Key}:{kvp.Value},");
}
DataCollector.AddDataPoint(DataCollector.SetsNames.TopologyTrends, topologyTrendsStringBuilder.ToString());
}
