algorithms-for-computing-li.../LinearRegressionTool/src/main/java/presenter/algorithms/naiv/NaivRepeatedMedianEstimator...

122 lines
3.6 KiB
Java

package presenter.algorithms.naiv;
import model.Line;
import model.Point;
import presenter.algorithms.Algorithm;
import presenter.algorithms.util.FastElementSelector;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.LinkedList;
/**
* Implementierung verschiedener Algorithmen zur Berechnung von Ausgleichsgeraden.
*
* @Author: Armin Wolf
* @Email: a_wolf28@uni-muenster.de
* @Date: 15.09.2017.
*/
public class NaivRepeatedMedianEstimator implements Algorithm{
private LinkedList<Line> lines;
private HashMap<String, ArrayList<Double>> slopesPerLine;
private HashMap<String, ArrayList<Double>> interceptPerLine;
private ArrayList<Double> xMedians, yMedians;
private Double medianX;
private Double medianY;
public NaivRepeatedMedianEstimator(LinkedList<Line> lines) {
this.lines = lines;
slopesPerLine = new HashMap<>();
interceptPerLine = new HashMap<>();
xMedians = new ArrayList<>();
yMedians = new ArrayList<>();
}
@Override
public void run() {
//init the List for the slopes
for (int j=0;j<lines.size();j++) {
Line leq = lines.get(j);
if (slopesPerLine.get(leq.getId()) == null) {
slopesPerLine.put(leq.getId(), new ArrayList<>());
}
if (interceptPerLine.get(leq.getId()) == null) {
interceptPerLine.put(leq.getId(), new ArrayList<>());
}
}
//calculate all slopes for each line
Point ret;
for (int i=0;i<lines.size();i++) {
for (int j=i+1;j<lines.size();j++){
ret = calculateSlope(lines.get(i), lines.get(j));
slopesPerLine.get(lines.get(i).getId()).add(ret.getX());
interceptPerLine.get(lines.get(i).getId()).add(ret.getY());
}
}
//calculate median of slopes for each line
for (String l : slopesPerLine.keySet()) {
ArrayList<Double> list = slopesPerLine.get(l);
int size = list.size() / 2;
if (size > 0) {
Double medianX = FastElementSelector.randomizedSelect(list, size);
xMedians.add(medianX);
}
}
//calculate median of slopes for each line
for (String l : interceptPerLine.keySet()) {
ArrayList<Double> list = interceptPerLine.get(l);
int size = list.size() / 2;
if (size > 0) {
Double medianY = FastElementSelector.randomizedSelect(list, size);
yMedians.add(medianY);
}
}
medianX = FastElementSelector.randomizedSelect(xMedians, xMedians.size()/2);
medianY = FastElementSelector.randomizedSelect(yMedians, yMedians.size()/2);
System.out.printf("Naiv RM: %6.2f * x + %6.2f \n", medianX, medianY);
}
@Override
public void getResult() {
}
private Point calculateSlope(Line lineA, Line lineB){
Double xi;
Double xj;
Double yi;
Double yj;
if (lineB.getM() > lineA.getM()){
xi = lineA.getM();
yi = lineA.getB();
xj = lineB.getM();
yj = lineB.getB();
} else {
xj = lineA.getM();
yj = lineA.getB();
xi = lineB.getM();
yi = lineB.getB();
}
Double m = (yj - yi) / (xj -xi);
Double b = ((xj * yi) - (xi * yj)) / (xj - xi);
return new Point(m,b);
}
public Double getM() {
return medianX * -1;
}
public Double getB() {
return medianY * -1;
}
}