Here you can find the source of linearInterpolate(double[] x)
public static double[] linearInterpolate(double[] x)
//package com.java2s; /******************************************************************************* * Copyright (c) 2014, 2015 IBM Corporation * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN * THE SOFTWARE.//from w w w .ja v a 2 s . com *******************************************************************************/ public class Main { public static double[] linearInterpolate(double[] x) { int n = x.length; double[] intered = new double[n]; for (int i = 0; i < n; i++) { intered[i] = x[i]; } double ref = x[0]; int idx_ref = 0; double incre = 0; for (int i = 0; i < n; i++) { double current = x[i]; if (current > ref) { double diff = current - ref; int dc = i - idx_ref; incre = diff / ((double) dc); for (int j = idx_ref; j < i; j++) { intered[j] = intered[j] + incre * (double) (j - idx_ref); } ref = x[i]; idx_ref = i; } } for (int i = idx_ref; i < n; i++) { intered[i] = intered[i] + incre * (double) (i - idx_ref); } return intered; } }