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Diffstat (limited to 'src/de/lmu/ifi/dbs/elki/index/tree/spatial/rstarvariants/strategies/insert/LeastEnlargementInsertionStrategy.java')
-rw-r--r-- | src/de/lmu/ifi/dbs/elki/index/tree/spatial/rstarvariants/strategies/insert/LeastEnlargementInsertionStrategy.java | 89 |
1 files changed, 89 insertions, 0 deletions
diff --git a/src/de/lmu/ifi/dbs/elki/index/tree/spatial/rstarvariants/strategies/insert/LeastEnlargementInsertionStrategy.java b/src/de/lmu/ifi/dbs/elki/index/tree/spatial/rstarvariants/strategies/insert/LeastEnlargementInsertionStrategy.java new file mode 100644 index 00000000..eb211cb6 --- /dev/null +++ b/src/de/lmu/ifi/dbs/elki/index/tree/spatial/rstarvariants/strategies/insert/LeastEnlargementInsertionStrategy.java @@ -0,0 +1,89 @@ +package de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.strategies.insert; +/* + This file is part of ELKI: + Environment for Developing KDD-Applications Supported by Index-Structures + + Copyright (C) 2012 + 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/>. + */ + +import de.lmu.ifi.dbs.elki.data.spatial.SpatialComparable; +import de.lmu.ifi.dbs.elki.data.spatial.SpatialUtil; +import de.lmu.ifi.dbs.elki.utilities.datastructures.arraylike.ArrayAdapter; +import de.lmu.ifi.dbs.elki.utilities.documentation.Reference; +import de.lmu.ifi.dbs.elki.utilities.optionhandling.AbstractParameterizer; + +/** + * The default R-Tree insertion strategy: find rectangle with least volume + * enlargement. + * + * <p> + * Antonin Guttman:<br/> + * R-Trees: A Dynamic Index Structure For Spatial Searching<br /> + * in Proceedings of the 1984 ACM SIGMOD international conference on Management + * of data. + * </p> + * + * @author Erich Schubert + */ +@Reference(authors = "Antonin Guttman", title = "R-Trees: A Dynamic Index Structure For Spatial Searching", booktitle = "Proceedings of the 1984 ACM SIGMOD international conference on Management of data", url = "http://dx.doi.org/10.1145/971697.602266") +public class LeastEnlargementInsertionStrategy implements InsertionStrategy { + /** + * Static instance. + */ + public static final LeastEnlargementInsertionStrategy STATIC = new LeastEnlargementInsertionStrategy(); + + /** + * Constructor. + */ + public LeastEnlargementInsertionStrategy() { + super(); + } + + @Override + public <A> int choose(A options, ArrayAdapter<? extends SpatialComparable, A> getter, SpatialComparable obj, int height, int depth) { + final int size = getter.size(options); + assert (size > 0) : "Choose from empty set?"; + double leastEnlargement = Double.POSITIVE_INFINITY; + int best = -1; + for(int i = 0; i < size; i++) { + SpatialComparable entry = getter.get(options, i); + double enlargement = SpatialUtil.enlargement(entry, obj); + if(enlargement < leastEnlargement) { + leastEnlargement = enlargement; + best = i; + } + } + assert (best > -1); + return best; + } + + /** + * Parameterization class. + * + * @author Erich Schubert + * + * @apiviz.exclude + */ + public static class Parameterizer extends AbstractParameterizer { + @Override + protected LeastEnlargementInsertionStrategy makeInstance() { + return LeastEnlargementInsertionStrategy.STATIC; + } + } +}
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