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ml implement

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BOTLester 2020-05-24 22:21:49 +02:00
parent 6bb5073048
commit e406823e47
3 changed files with 30 additions and 8 deletions
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28
Game1/Sources/Crops/Crops.cs
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@ -22,8 +22,8 @@ class Crops
SoilProperties soilProperties = new SoilProperties();
private float ProductionRate;
private float tempRain;
public DayNightCycle Time { get; set; }
private DayNightCycle Time = new DayNightCycle();
public void updateCrop(Vector2 newSize, float Rain, DayNightCycle nTime)
@ -328,6 +328,28 @@ class Crops
public float getProductionRate(CropTypes Sample)
{
float predProd = 1.0f;
if (Status > 1)
{
bool correctSeason = false;
foreach (string i in Sample.Season)
{
if (i == Time.getTimeOfYear() || i == "Whole Year")
{
correctSeason = true;
break;
}
}
if (correctSeason)
{
predProd = Game1.Sources.ML_Joel.Engine.PredictProductionwithRainfall(soilProperties, Time);
predProd = (predProd / soilProperties.Area) / 2;
}
else
predProd = 0.20f;
}
ProductionRate = 1;
float min = 1.0f;
if (DataSet != null)
@ -366,7 +388,7 @@ class Crops
ProductionRate = ProductionRate / 1.5f;
}
ProductionRate = (float)Math.Pow(ProductionRate, 2.5f);
return ProductionRate;
return ProductionRate * predProd;
}
public float getProductionRate()

8
Game1/Sources/ML_Joel/Engine.cs
View File

@ -35,13 +35,13 @@ namespace Game1.Sources.ML_Joel
PredictionEngineArea = Model.CreateEngineArea();
}
public static float PredictProductionwithRainfall(Crops crop, CropTypes cropTypes)
public static float PredictProductionwithRainfall(SoilProperties soilProperties, DayNightCycle Time)
{
InputArea modelInput = new InputArea
{
//Season = crop.
//Area = crop.getSoilProperties().Area,
Rainfall = crop.getSoilProperties().Humidity,
Season = Time.getTimeOfYear(),
Area = soilProperties.Area,
Rainfall = soilProperties.Humidity,
};
return PredictionEngineArea.Predict(modelInput).Score;

2
Game1/Sources/Smart/SmartTractor.cs
View File

@ -16,7 +16,7 @@ class SmartTractor
//What to do next
public Path returnChoice()
{
//System.Threading.St
//System.Threading.ThreadStart tractorThread = new System.Threading.ThreadStart(farm.UpdatePreferedCrops);
ai.update(farm, Size, tractorPos / (tileSize + Spacing), housePos / (tileSize + Spacing), Target / (tileSize + Spacing), Rotation);
farm.UpdatePreferedCrops(Size);
farm = ai.changeCropStatus();