ENH: n dimension launchers updates

AMOEBA3/Ressources/BadContext.xml

-<?xml version="1.0" encoding="UTF-8"?>
-<BlackBox>
-
-	<Inputs>
-	</Inputs>
-		
-	<Outputs>
-		<Output Name="x" DefaultValue="0"></Output>	
-		<Output Name="y" DefaultValue="0"></Output>		
-		<Output Name="test" DefaultValue="0"></Output>			
-	</Outputs>
-	
-			
-
-			
-	<Functions>
-	</Functions>
-			
-</BlackBox>
\ No newline at end of file

AMOEBA3/Ressources/fourDimensionsLauncher.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<System>
+
+	<!-- General config options -->
+	<Configuration>	
+		<Learning allowed = "true" creationOfNewContext = "true" loadPresetContext = "false"></Learning>	
+	</Configuration>
+	
+	
+	<StartingAgents>
+	
+		<Sensor Name="px1" Source="x1"></Sensor>
+		<Sensor Name="px2" Source="x2"></Sensor>
+		<Sensor Name="px3" Source="x3"></Sensor>
+		<Sensor Name="px4" Source="x4"></Sensor>
+	
+	  	<Controller Name="Controller" Oracle="test"></Controller> 
+
+
+			
+	</StartingAgents>
+	
+	
+</System>

AMOEBA3/src/experiments/twoDimensionsLaunchers/BadContext_solver.xml → AMOEBA3/Ressources/threeDimensionsLauncher.xml

@@ -9,8 +9,9 @@
 	
 	<StartingAgents>
 	
-		<Sensor Name="px" Source="x"></Sensor>
-		<Sensor Name="py" Source="y"></Sensor>
+		<Sensor Name="px1" Source="x1"></Sensor>
+		<Sensor Name="px2" Source="x2"></Sensor>
+		<Sensor Name="px3" Source="x3"></Sensor>
 	
 	  	<Controller Name="Controller" Oracle="test"></Controller> 
 

AMOEBA3/src/experiments/nDimensionsLaunchers/NDimLauncher.java

+package experiments.nDimensionsLaunchers;
+
+import java.io.Serializable;
+import java.util.HashMap;
+import mas.agents.localModel.TypeLocalModel;
+import mas.init.amoeba.AMOEBAFactory;
+import mas.kernel.AMOEBA;
+
+// TODO: Auto-generated Javadoc
+/**
+ * The Class BadContextLauncherEasy.
+ */
+public class NDimLauncher implements Serializable {
+
+
+	public static final boolean viewer = true;
+	public static final boolean verboseriticity = true;
+	
+	static HashMap<String,Double> output;
+
+	public static void main(String[] args) {
+		launch(viewer);
+	}
+
+	public static void launch(boolean viewer) {
+	
+		/*Here we create AMOEBA.*/
+		AMOEBA amoeba = AMOEBAFactory.createAMOEBA(viewer,"threeDimensionsLauncher.xml");
+		
+		/* These method calls allow to setup AMOEBA*/
+		amoeba.setLocalModel(TypeLocalModel.MILLER_REGRESSION);
+		
+		/* Error parameter */
+		amoeba.setDataForErrorMargin(1000, 5, 0.4, 0.1, 40, 80);
+		amoeba.setDataForInexactMargin(500, 2.5, 0.2, 0.05, 40, 80);
+		
+		/* Other parameters */
+		amoeba.setRememberState(false);
+		amoeba.setGenerateCSV(false);
+		
+		// Dimension 3
+		NDimManager f_XY_Manager = new NDimManager(50.0, 3);
+
+		
+		for (int i = 0 ; i < 500 ; i++) {
+
+			/*Random samples of the studied system */
+			f_XY_Manager.playOneStep(0);
+			
+			output = f_XY_Manager.getOutput();
+			
+			/*This is a learning step of AMOEBA*/
+			amoeba.learn(output);
+						
+		}		
+	}
+}

AMOEBA3/src/experiments/nDimensionsLaunchers/NDimManager.java

+package experiments.nDimensionsLaunchers;
+
+import java.io.Serializable;
+import java.util.HashMap;
+import java.util.Random;
+import mas.kernel.StudiedSystem;
+
+// TODO: Auto-generated Javadoc
+/**
+ * The Class BadContextManager.
+ */
+public class NDimManager implements StudiedSystem, Serializable{
+
+
+	double[] x ;
+	double[] modelCoefs1;
+	double[] modelCoefs2;
+	
+	double result = 0;
+	boolean firstStep = true;
+	double spaceSize;
+	Random generator;
+	int dim ;
+	
+	
+	public NDimManager(double size, int dimension) {
+		
+
+		
+		generator = new Random(29);
+		this.spaceSize= size;
+		this.dim = dimension;
+		
+		x = new double[dim];
+		modelCoefs1 = new double[dim];
+		modelCoefs2 = new double[dim];
+		
+		for(int i = 0; i<dimension; i++) {
+			x[i] = 0.0;
+			
+			modelCoefs1[i] = (int) (Math.random() * 255);
+			modelCoefs2[i] = (int) (Math.random() * 255);
+		}
+		
+		System.out.println("COEFS");
+		for(int i = 0; i<dimension; i++) {
+			System.out.print(modelCoefs1[i] + " ");
+			System.out.println(modelCoefs2[i]);
+		}
+		
+	}
+	
+	
+	/* (non-Javadoc)
+	 * @see kernel.StudiedSystem#playOneStep(double)
+	 */
+	@Override
+	public void playOneStep(double action) {
+
+			
+		for(int i = 0; i<dim; i++) {
+			x[i] = (generator.nextDouble() - 0.5) * spaceSize * 4;
+		}
+
+	}
+	
+	
+
+	/* (non-Javadoc)
+	 * @see kernel.StudiedSystem#getOutput()
+	 */
+	@Override
+	public HashMap<String, Double> getOutput() {
+		HashMap<String, Double> out = new HashMap<String, Double>();
+
+		
+//		boolean xPositionTest = true;
+//		for(int i = 0; i<1; i++) {
+//			xPositionTest = xPositionTest && (x[i] > 0  );
+//		}
+		
+		for(int i = 0; i<dim; i++) {
+
+			if(x[0] > 0) {
+				result = getModelResult(1);
+			}
+			else {
+				result = getModelResult(2);
+			}
+			
+			out.put("px" + (i + 1),x[i]);
+			
+		}
+
+		out.put("oracle",result);
+		return out;
+	}
+
+	/* (non-Javadoc)
+	 * @see kernel.StudiedSystem#switchControlMode()
+	 */
+	@Override
+	public void switchControlMode() {
+		
+	}
+	
+	private double getModelResult(int num) {
+		double modelresult = 0.0;
+		
+		if(num == 1) {
+			for(int i=0; i<modelCoefs1.length;i++) {
+				modelresult += x[i]*modelCoefs1[i];
+			}
+		}
+		else if(num == 2) {
+			for(int i=0; i<modelCoefs2.length;i++) {
+				modelresult += x[i]*modelCoefs2[i];
+			}
+		}
+				
+		
+		return modelresult;
+	}
+	
+
+	
+
+
+
+}
\ No newline at end of file

AMOEBA3/src/experiments/twoDimensionsLaunchers/BadContext.xml

-<?xml version="1.0" encoding="UTF-8"?>
-<BlackBox>
-
-	<Inputs>
-	</Inputs>
-		
-	<Outputs>
-		<Output Name="x" DefaultValue="0"></Output>	
-		<Output Name="y" DefaultValue="0"></Output>		
-		<Output Name="test" DefaultValue="0"></Output>			
-	</Outputs>
-	
-			
-
-			
-	<Functions>
-	</Functions>
-			
-</BlackBox>
\ No newline at end of file

AMOEBA3/src/experiments/twoDimensionsLaunchers/F_XY_Launcher.java

@@ -23,7 +23,7 @@ public class F_XY_Launcher implements Serializable {
 	public static void launch(boolean viewer) {
 	
 		/*Here we create AMOEBA.*/
-		AMOEBA amoeba = AMOEBAFactory.createAMOEBA(viewer,"BadContext_solver.xml");
+		AMOEBA amoeba = AMOEBAFactory.createAMOEBA(viewer,"twoDimensionsLauncher.xml");
 		
 		/* These method calls allow to setup AMOEBA*/
 		amoeba.setLocalModel(TypeLocalModel.MILLER_REGRESSION);

AMOEBA3/src/experiments/twoDimensionsLaunchers/F_XY_Manager.java

@@ -57,8 +57,7 @@ public class F_XY_Manager implements StudiedSystem, Serializable{
 
 
 		result = (y > -spaceSize && y < spaceSize && x < spaceSize && x > -spaceSize) ? 2*x + y : 5*x - 8*y;
-		//result = (2*x) + (4*y) + x*y;
-	//	result = (x > 2*y) ? 0.0 : 1.0;
+
 		
 		out.put("px",x);
 		out.put("py",y);