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Diffstat (limited to 'elki/src/main/java/de/lmu/ifi/dbs/elki/math/linearalgebra/fitting/FittingFunction.java')
-rw-r--r-- | elki/src/main/java/de/lmu/ifi/dbs/elki/math/linearalgebra/fitting/FittingFunction.java | 41 |
1 files changed, 41 insertions, 0 deletions
diff --git a/elki/src/main/java/de/lmu/ifi/dbs/elki/math/linearalgebra/fitting/FittingFunction.java b/elki/src/main/java/de/lmu/ifi/dbs/elki/math/linearalgebra/fitting/FittingFunction.java new file mode 100644 index 00000000..a0da0c7b --- /dev/null +++ b/elki/src/main/java/de/lmu/ifi/dbs/elki/math/linearalgebra/fitting/FittingFunction.java @@ -0,0 +1,41 @@ +package de.lmu.ifi.dbs.elki.math.linearalgebra.fitting; + +/* + This file is part of ELKI: + Environment for Developing KDD-Applications Supported by Index-Structures + + Copyright (C) 2015 + Ludwig-Maximilians-Universität München + Lehr- und Forschungseinheit für Datenbanksysteme + ELKI Development Team + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU Affero General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU Affero General Public License for more details. + + You should have received a copy of the GNU Affero General Public License + along with this program. If not, see <http://www.gnu.org/licenses/>. + */ + + +/** + * Interface for a function used in Levenberg-Marquard-Fitting + * + * @author Erich Schubert + */ +public interface FittingFunction { + /** + * Compute value at position x as well as gradients for the parameters + * + * @param x Current coordinate + * @param params Function parameters parameters + * @return Array consisting of y value and parameter gradients + */ + FittingFunctionResult eval(double x, double[] params); +} |