Fixes and fixes

Final_evaluation.md

@@ -0,0 +1,8 @@
+# Final Evaluation
+
+
+
+## Introduction
+
+Final evaluation doc.
+WIP

Game1/Sources/Crops/Crops.cs

@@ -207,18 +207,18 @@ class Crops
 
     public void degradeSoil()
     {
-
+        Random r = new Random();
         if (soilProperties.Nitrogen > 4.0f)
         {
-            soilProperties.Nitrogen = soilProperties.Nitrogen - (soilProperties.NitrogenDegradeRate * (float)Math.Pow(ProductionRate, 2));
+            soilProperties.Nitrogen = soilProperties.Nitrogen - ((soilProperties.NitrogenDegradeRate * (float)Math.Pow(ProductionRate, 2)) * (float)Math.Pow((r.NextDouble() + 0.5f), 2));
         }
         if (soilProperties.Phosphorous > 0.1f)
         {
-            soilProperties.Phosphorous = soilProperties.Phosphorous - (soilProperties.PhosphorousDegradeRate * (float)Math.Pow(ProductionRate, 2));
+            soilProperties.Phosphorous = soilProperties.Phosphorous - ((soilProperties.PhosphorousDegradeRate * (float)Math.Pow(ProductionRate, 2)) * (float)Math.Pow((r.NextDouble() + 0.5f), 2));
         }
         if (soilProperties.Potassium > 0.1f)
         {
-            soilProperties.Potassium = soilProperties.Potassium - (soilProperties.PotassiumDegradeRate * (float)Math.Pow(ProductionRate, 2));
+            soilProperties.Potassium = soilProperties.Potassium - ((soilProperties.PotassiumDegradeRate * (float)Math.Pow(ProductionRate, 2)) * (float)Math.Pow((r.NextDouble() + 0.5f), 2));
         }
     }
 

Game1/Sources/Crops/Farm.cs

@@ -77,8 +77,13 @@ class Farm
             init(Size, housepos);
         RainPosition.X = r.Next(0, 1900);
         RainPosition.Y = r.Next(0, 1950);
-        WindSpeed.X = GetRandomNumber(-1f, 1f) / 500;
+        float coef = GetRandomNumber(-1f, 1f);
-        WindSpeed.Y = GetRandomNumber(-1f, 1f) / 500;
+        if (coef < 0)
+            coef = -1.0f;
+        else
+            coef = 1.0f;
+        WindSpeed.X = GetRandomNumber(0.9f, 1f) / 50 * coef;
+        WindSpeed.Y = GetRandomNumber(0.9f, 1f) / 50 * coef;
         //RainfallMap = PerlinNoise.LoadImage("C:\\Users\\Joel\\source\\repos\\Oskars Repo\\Game1\\Content\\Rainfall.png");
         RainfallMap = PerlinNoise.LoadImage("C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/Rainfall.png");
     }
@@ -215,17 +220,17 @@ class Farm
 
     private void updateRainMapPosition(Vector2 Size)
     {
-        float x, y;
+        double x, y;
         x = WindSpeed.X + GetRandomNumber(-1f, 1f) / 20000;
         y = WindSpeed.Y + GetRandomNumber(-1f, 1f) / 20000;
         if (x <= 0.02f && x >= -0.02f)
         {
-            WindSpeed.X = x;
+            WindSpeed.X = (float)x;
         }
 
         if (y < 0.02f && y > -0.02f)
         {
-            WindSpeed.Y = y;
+            WindSpeed.Y = (float)y;
         }
 
         if (WindSpeed.X > 0 && RainPosition.X < 2000)

Game1/Sources/Crops/SoilProperties.cs

@@ -19,9 +19,9 @@ class SoilProperties
     public float Phosphorous;
     public float Rainfall;
     public float prevRainfall;
-    public float NitrogenDegradeRate = 1.0f - (1.0f/55 * 40);
+    public float NitrogenDegradeRate = 0.8f;
-    public float PotassiumDegradeRate = 1.0f - (1.0f/28 * 23);
+    public float PotassiumDegradeRate = 0.3f;
-    public float PhosphorousDegradeRate = 1.0f - (1.0f/60 * 37);
+    public float PhosphorousDegradeRate = 0.6f;
     public int Capacity = 80;
     public int Area;
 

Game1/Sources/ML/MLModel.cs

@@ -11,7 +11,7 @@ using Microsoft.ML.Trainers.LightGbm;
 class MLModel
 {
     private static MLContext mlContext = new MLContext(seed: 1);
-    /*
+    
     private static string path = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/Fertilizer_Prediction.csv";
     private static string modelpath = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/MLmodel";
     private static string report = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/report";
@@ -19,7 +19,7 @@ class MLModel
     private static string pathBig = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/BigFertPredict.csv";
     private static string modelpathBig = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/MLmodelBig";
     private static string reportBig = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/report_BigModel";
-    */
+    /*
     private static string pathBig = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/BigFertPredict.csv";
     private static string modelpathBig = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/MLmodelBig";
     private static string reportBig = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/report_BigModel";
@@ -27,7 +27,7 @@ class MLModel
     private static string path = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/Fertilizer_Prediction.csv";
     private static string modelpath = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/MLmodel";
     private static string report = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/report";
-
+    */
     // Loading data, creatin and saving ML model for smaller dataset (100)
     public static void CreateModel()
     {

Game1/Sources/ML_Joel/Model.cs

@@ -13,7 +13,7 @@ namespace Game1.Sources.ML_Joel
     class Model
     {
         private static MLContext mlContext = new MLContext(seed: 1);
-        /*
+        
         private static string path = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/Rainfall.csv";
         private static string modelpath = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/MLmodel_Joel";
         private static string report = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/report_Joel";
@@ -21,8 +21,8 @@ namespace Game1.Sources.ML_Joel
         private static string path_area = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/Rainfall_area.csv";
         private static string modelpath_area = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/MLmodel_Joel_area";
         private static string report_area = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/report_Joel_area";
-        */
+        
-
+        /*
         private static string path = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/Rainfall.csv";
         private static string modelpath = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/MLmodel_Joel";
         private static string report = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/report_Joel";
@@ -30,7 +30,7 @@ namespace Game1.Sources.ML_Joel
         private static string path_area = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/Rainfall_area.csv";
         private static string modelpath_area = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/MLmodel_Joel_area";
         private static string report_area = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/report_Joel_area";
-
+        */
         // Loading data, creatin and saving ML model for smaller dataset (100)
         public static void CreateModel()
         {

Game1/Sources/Objects/InventorySystem/Inventory.cs

@@ -16,6 +16,7 @@ class Inventory
     private int[] totalFertilizerUsed = new int[8];
     private Cargo cargo = new Cargo();
     private Cargo itemStorage = new Cargo();
+    private int Refills = 0;
 
     // Item list by index:
     // ---------------------------------------
@@ -128,18 +129,64 @@ class Inventory
 
         for (int i = 0; i <= 10; i++)
             while (useItem(i, 1, true)) ;
+
     }
 
     public void fillWithFertilizer()
     {
-        int i = 0;
+        Refills++;
-        while (getWeight() < getMaxWeight())
+        int fert_amount = 7;
+        float weightPerFertilizer = maxWeight / fert_amount;
+        float min = weightPerFertilizer / 10;
+        float max = (2 * weightPerFertilizer) - min;
+        float expectedUse = Refills * weightPerFertilizer;
+
+        double[] useFactor = new double[fert_amount];
+        for (int i = 0; i < fert_amount; i++)
         {
-            if (i > 6)
+            if (Refills <= 1)
-                i = 0;
+                useFactor[i] = weightPerFertilizer;
-            addItem(i, 0);
+            else
-            i++;
+                if (totalFertilizerUsed[i] / expectedUse + 0.85f > 1.0f)
+                    useFactor[i] = Math.Round(Math.Pow((totalFertilizerUsed[i] / expectedUse) + 0.50f, 0.6f + Math.Min(Refills / 6.0f, 1.0f)) * weightPerFertilizer);
+                else
+                    useFactor[i] = Math.Round(Math.Pow((totalFertilizerUsed[i] / expectedUse) + 0.50f, 1.0f + Math.Min(Refills / 6.0f, 1.8f)) * weightPerFertilizer);
+            if (useFactor[i] < min)
+                useFactor[i] = min;
+            else if (useFactor[i] > max)
+                useFactor[i] = max;
         }
+        int j = 0;
+        bool change = false;
+        while (getWeight() < getMaxWeight() - fert_amount)
+        {
+            if (useFactor[j] > 0)
+            {
+                addItem(j, 0);
+                useFactor[j]--;
+                change = true;
+            }
+            j++;
+            if (j >= fert_amount)
+            {
+                if (!change)
+                    break;
+                else
+                {
+                    j = 0;
+                    change = false;
+                }
+            }
+        }
+
+        int m = 0;
+        while (getWeight() < getMaxWeight()- fert_amount)
+        {
+            if (m > 6)
+                m = 0;
+            addItem(m, 0);
+            m++;
+        }   
     }
 
     public bool isMissingFertilizer()