public void OnMoveTo(int newPosY, int newPosX)
{
AxonWayPoints[0] = new NeuronAxonWaypoint(1, this, new Point(newPosX, newPosY));
if (Type == NeuronType.Output)
{
AxonTerminal = AxonWayPoints[0].Waypoint;
}
}
private bool ProcessGuideAxon()
{
NeuronAxonWaypoint lastAxonWaypoint = AxonWayPoints.Last();
Point lastMaxLocation = lastAxonWaypoint.Waypoint;
Point maxLocation;
double maxScore;
var guidanceForceScores =
AxonGuidanceForces.Select
(axonGuidanceForce => new GuidanceForceScoreEventArgs(axonGuidanceForce,
lastMaxLocation.Y, lastMaxLocation.X, this,
axonGuidanceForce.GetScore(lastMaxLocation.Y, lastMaxLocation.X, this))).ToArray();
var guidanceForceScoresSum = guidanceForceScores.Select(guidanceForceScore => guidanceForceScore.Score).Sum();
IEnumerable <Point> maxLocations;
guidanceForceScoresSum.GetMaxAndLocation(out maxLocations, out maxScore);
bool result = false;
if (maxScore > 0)
{
maxLocation = maxLocations.ElementAt(_random.Next(maxLocations.Count()));
maxLocation = new Point
(Math.Min(Math.Max(maxLocation.X - Network.AxonGuidanceForceSearchPlainRange + lastMaxLocation.X, 0), Network.Width - 1),
Math.Min(Math.Max(maxLocation.Y - Network.AxonGuidanceForceSearchPlainRange + lastMaxLocation.Y, 0), Network.Height - 1));
double lastMaxLocationScore = AxonGuidanceForces.Select(axonGuidanceForce => axonGuidanceForce.ComputeScoreAtLocation(lastMaxLocation.X, lastMaxLocation.Y, this)).Sum();
if (maxScore > lastMaxLocationScore ||
AxonWayPoints.Count == 1)
{
var newAxonWaypoint = new NeuronAxonWaypoint(lastAxonWaypoint.Id + 1, this, maxLocation);
AxonWayPoints.Add(newAxonWaypoint);
Network.NeuronAxonWayPoints[maxLocation.Y, maxLocation.X] = newAxonWaypoint;
result = true;
}
InvokeAxonGuidanceForcesScoreEvent(guidanceForceScores);
InvokeAxonGuidanceForcesSumEvent(guidanceForceScoresSum);
}
return(result);
}
private bool ProcessGuideAxon()
{
NeuronAxonWaypoint lastAxonWaypoint = AxonWayPoints.Last();
Point lastMaxLocation = lastAxonWaypoint.Waypoint;
Point maxLocation;
double maxScore;
var guidanceForceScores =
AxonGuidanceForces.Select
(axonGuidanceForce => new GuidanceForceScoreEventArgs(axonGuidanceForce,
lastMaxLocation.Y, lastMaxLocation.X, this,
axonGuidanceForce.GetScore(lastMaxLocation.Y, lastMaxLocation.X, this))).ToArray();
var guidanceForceScoresSum = guidanceForceScores.Select(guidanceForceScore => guidanceForceScore.Score).Sum();
IEnumerable<Point> maxLocations;
guidanceForceScoresSum.GetMaxAndLocation(out maxLocations, out maxScore);
bool result = false;
if (maxScore > 0)
{
maxLocation = maxLocations.ElementAt(_random.Next(maxLocations.Count()));
maxLocation = new Point
(Math.Min(Math.Max(maxLocation.X - Network.AxonGuidanceForceSearchPlainRange + lastMaxLocation.X, 0), Network.Width - 1),
Math.Min(Math.Max(maxLocation.Y - Network.AxonGuidanceForceSearchPlainRange + lastMaxLocation.Y, 0), Network.Height - 1));
double lastMaxLocationScore = AxonGuidanceForces.Select(axonGuidanceForce => axonGuidanceForce.ComputeScoreAtLocation(lastMaxLocation.X, lastMaxLocation.Y, this)).Sum();
if (maxScore > lastMaxLocationScore
|| AxonWayPoints.Count == 1)
{
var newAxonWaypoint = new NeuronAxonWaypoint(lastAxonWaypoint.Id + 1, this, maxLocation);
AxonWayPoints.Add(newAxonWaypoint);
Network.NeuronAxonWayPoints[maxLocation.Y, maxLocation.X] = newAxonWaypoint;
result = true;
}
InvokeAxonGuidanceForcesScoreEvent(guidanceForceScores);
InvokeAxonGuidanceForcesSumEvent(guidanceForceScoresSum);
}
return result;
}
public void OnMoveTo(int newPosY, int newPosX)
{
AxonWayPoints[0] = new NeuronAxonWaypoint(1, this, new Point(newPosX, newPosY));
if (Type == NeuronType.Output)
{
AxonTerminal = AxonWayPoints[0].Waypoint;
}
}
