76 lines
3.3 KiB
Java
76 lines
3.3 KiB
Java
import static java.lang.Math.*;
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import java.util.Arrays;
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import java.util.function.BiFunction;
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public class DemingsFunnel {
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public static void main(String[] args) {
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double[] dxs = {
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-0.533, 0.270, 0.859, -0.043, -0.205, -0.127, -0.071, 0.275,
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1.251, -0.231, -0.401, 0.269, 0.491, 0.951, 1.150, 0.001,
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-0.382, 0.161, 0.915, 2.080, -2.337, 0.034, -0.126, 0.014,
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0.709, 0.129, -1.093, -0.483, -1.193, 0.020, -0.051, 0.047,
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-0.095, 0.695, 0.340, -0.182, 0.287, 0.213, -0.423, -0.021,
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-0.134, 1.798, 0.021, -1.099, -0.361, 1.636, -1.134, 1.315,
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0.201, 0.034, 0.097, -0.170, 0.054, -0.553, -0.024, -0.181,
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-0.700, -0.361, -0.789, 0.279, -0.174, -0.009, -0.323, -0.658,
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0.348, -0.528, 0.881, 0.021, -0.853, 0.157, 0.648, 1.774,
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-1.043, 0.051, 0.021, 0.247, -0.310, 0.171, 0.000, 0.106,
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0.024, -0.386, 0.962, 0.765, -0.125, -0.289, 0.521, 0.017,
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0.281, -0.749, -0.149, -2.436, -0.909, 0.394, -0.113, -0.598,
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0.443, -0.521, -0.799, 0.087};
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double[] dys = {
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0.136, 0.717, 0.459, -0.225, 1.392, 0.385, 0.121, -0.395,
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0.490, -0.682, -0.065, 0.242, -0.288, 0.658, 0.459, 0.000,
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0.426, 0.205, -0.765, -2.188, -0.742, -0.010, 0.089, 0.208,
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0.585, 0.633, -0.444, -0.351, -1.087, 0.199, 0.701, 0.096,
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-0.025, -0.868, 1.051, 0.157, 0.216, 0.162, 0.249, -0.007,
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0.009, 0.508, -0.790, 0.723, 0.881, -0.508, 0.393, -0.226,
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0.710, 0.038, -0.217, 0.831, 0.480, 0.407, 0.447, -0.295,
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1.126, 0.380, 0.549, -0.445, -0.046, 0.428, -0.074, 0.217,
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-0.822, 0.491, 1.347, -0.141, 1.230, -0.044, 0.079, 0.219,
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0.698, 0.275, 0.056, 0.031, 0.421, 0.064, 0.721, 0.104,
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-0.729, 0.650, -1.103, 0.154, -1.720, 0.051, -0.385, 0.477,
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1.537, -0.901, 0.939, -0.411, 0.341, -0.411, 0.106, 0.224,
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-0.947, -1.424, -0.542, -1.032};
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experiment("Rule 1:", dxs, dys, (z, dz) -> 0.0);
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experiment("Rule 2:", dxs, dys, (z, dz) -> -dz);
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experiment("Rule 3:", dxs, dys, (z, dz) -> -(z + dz));
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experiment("Rule 4:", dxs, dys, (z, dz) -> z + dz);
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}
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static void experiment(String label, double[] dxs, double[] dys,
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BiFunction<Double, Double, Double> rule) {
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double[] resx = funnel(dxs, rule);
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double[] resy = funnel(dys, rule);
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System.out.println(label);
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System.out.printf("Mean x, y: %.4f, %.4f%n", mean(resx), mean(resy));
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System.out.printf("Std dev x, y: %.4f, %.4f%n", stdDev(resx), stdDev(resy));
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System.out.println();
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}
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static double[] funnel(double[] input, BiFunction<Double, Double, Double> rule) {
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double x = 0;
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double[] result = new double[input.length];
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for (int i = 0; i < input.length; i++) {
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double rx = x + input[i];
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x = rule.apply(x, input[i]);
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result[i] = rx;
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}
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return result;
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}
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static double mean(double[] xs) {
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return Arrays.stream(xs).sum() / xs.length;
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}
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static double stdDev(double[] xs) {
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double m = mean(xs);
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return sqrt(Arrays.stream(xs).map(x -> pow((x - m), 2)).sum() / xs.length);
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}
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}
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