001/* 002 * Java Genetic Algorithm Library (jenetics-8.1.0). 003 * Copyright (c) 2007-2024 Franz Wilhelmstötter 004 * 005 * Licensed under the Apache License, Version 2.0 (the "License"); 006 * you may not use this file except in compliance with the License. 007 * You may obtain a copy of the License at 008 * 009 * http://www.apache.org/licenses/LICENSE-2.0 010 * 011 * Unless required by applicable law or agreed to in writing, software 012 * distributed under the License is distributed on an "AS IS" BASIS, 013 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 014 * See the License for the specific language governing permissions and 015 * limitations under the License. 016 * 017 * Author: 018 * Franz Wilhelmstötter (franz.wilhelmstoetter@gmail.com) 019 */ 020package io.jenetics; 021 022import static io.jenetics.internal.util.Hashes.hash; 023import static io.jenetics.util.RandomRegistry.random; 024 025import java.io.DataInput; 026import java.io.DataOutput; 027import java.io.IOException; 028import java.io.InvalidObjectException; 029import java.io.ObjectInputStream; 030import java.io.Serial; 031import java.io.Serializable; 032 033import io.jenetics.util.DoubleRange; 034import io.jenetics.util.ISeq; 035import io.jenetics.util.IntRange; 036import io.jenetics.util.MSeq; 037import io.jenetics.util.Mean; 038 039/** 040 * Implementation of the NumericGene which holds a 64-bit floating point number. 041 * 042 * <p>This is a <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/doc-files/ValueBased.html"> 043 * value-based</a> class; use of identity-sensitive operations (including 044 * reference equality ({@code ==}), identity hash code, or synchronization) on 045 * instances of {@code DoubleGene} may have unpredictable results and should 046 * be avoided. 047 * 048 * @see DoubleChromosome 049 * 050 * @implNote 051 * This class is immutable and thread-safe. 052 * 053 * @author <a href="mailto:franz.wilhelmstoetter@gmail.com">Franz Wilhelmstötter</a> 054 * @since 1.6 055 * @version 6.0 056 */ 057public final class DoubleGene 058 implements 059 NumericGene<Double, DoubleGene>, 060 Mean<DoubleGene>, 061 Comparable<DoubleGene>, 062 Serializable 063{ 064 065 @Serial 066 private static final long serialVersionUID = 2L; 067 068 private final double _allele; 069 private final double _min; 070 private final double _max; 071 072 /** 073 * Create a new random {@code DoubleGene} with the given value and the 074 * given range. If the {@code value} isn't within the interval [min, max), 075 * no exception is thrown. In this case the method 076 * {@link DoubleGene#isValid()} returns {@code false}. 077 * 078 * @param allele the value of the gene. 079 * @param min the minimal valid value of this gene (inclusively). 080 * @param max the maximal valid value of this gene (exclusively). 081 */ 082 private DoubleGene(final double allele, final double min, final double max) { 083 _allele = allele; 084 _min = min; 085 _max = max; 086 } 087 088 @Override 089 public Double allele() { 090 return _allele; 091 } 092 093 @Override 094 public Double min() { 095 return _min; 096 } 097 098 @Override 099 public Double max() { 100 return _max; 101 } 102 103 /** 104 * Return the range of {@code this} gene. 105 * 106 * @since 4.4 107 * 108 * @return the range of {@code this} gene 109 */ 110 public DoubleRange range() { 111 return DoubleRange.of(_min, _max); 112 } 113 114 @Override 115 public byte byteValue() { 116 return (byte)_allele; 117 } 118 119 @Override 120 public short shortValue() { 121 return (short)_allele; 122 } 123 124 @Override 125 public int intValue() { 126 return (int)_allele; 127 } 128 129 @Override 130 public long longValue() { 131 return (long)_allele; 132 } 133 134 @Override 135 public float floatValue() { 136 return (float)_allele; 137 } 138 139 @Override 140 public double doubleValue() { 141 return _allele; 142 } 143 144 @Override 145 public boolean isValid() { 146 return 147 Double.isFinite(_allele) && 148 Double.isFinite(_min) && 149 Double.isFinite(_max) && 150 Double.compare(_allele, _min) >= 0 && 151 Double.compare(_allele, _max) < 0; 152 } 153 154 @Override 155 public int compareTo(final DoubleGene other) { 156 return Double.compare(_allele, other._allele); 157 } 158 159 @Override 160 public DoubleGene mean(final DoubleGene that) { 161 // (a - a/2) + b/2 162 // https://hal.archives-ouvertes.fr/hal-00576641v1/document 163 return of((_allele - _allele/2.0) + that._allele/2.0, _min, _max); 164 } 165 166 /** 167 * Create a new gene from the given {@code value} and the gene context. 168 * 169 * @since 5.0 170 * @param allele the value of the new gene. 171 * @return a new gene with the given value. 172 */ 173 public DoubleGene newInstance(final double allele) { 174 return DoubleGene.of(allele, _min, _max); 175 } 176 177 @Override 178 public DoubleGene newInstance(final Double allele) { 179 return of(allele, _min, _max); 180 } 181 182 @Override 183 public DoubleGene newInstance(final Number allele) { 184 return of(allele.doubleValue(), _min, _max); 185 } 186 187 @Override 188 public DoubleGene newInstance() { 189 return of(random().nextDouble(_min, _max), _min, _max); 190 } 191 192 @Override 193 public int hashCode() { 194 return hash(_allele, hash(_min, hash(_max))); 195 } 196 197 @Override 198 public boolean equals(final Object obj) { 199 return obj == this || 200 obj instanceof DoubleGene other && 201 Double.compare(other._allele, _allele) == 0 && 202 Double.compare(other._min, _min) == 0 && 203 Double.compare(other._max, _max) == 0; 204 } 205 206 @Override 207 public String toString() { 208 return String.format("[%s]", _allele); 209 } 210 211 212 /* ************************************************************************* 213 * Static factory methods. 214 * ************************************************************************/ 215 216 /** 217 * Create a new random {@code DoubleGene} with the given value and the 218 * given range. If the {@code value} isn't within the interval [min, max), 219 * no exception is thrown. In this case the method 220 * {@link DoubleGene#isValid()} returns {@code false}. 221 * 222 * @param allele the value of the gene. 223 * @param min the minimal valid value of this gene (inclusively). 224 * @param max the maximal valid value of this gene (exclusively). 225 * @return a new {@code DoubleGene} with the given parameter 226 */ 227 public static DoubleGene of( 228 final double allele, 229 final double min, 230 final double max 231 ) { 232 return new DoubleGene(allele, min, max); 233 } 234 235 /** 236 * Create a new random {@code DoubleGene} with the given value and the 237 * given range. If the {@code value} isn't within the interval 238 * {@code [min, max)}, no exception is thrown. In this case the method 239 * {@link DoubleGene#isValid()} returns {@code false}. 240 * 241 * @since 3.2 242 * 243 * @param allele the value of the gene 244 * @param range the double range to use 245 * @return a new random {@code DoubleGene} 246 * @throws NullPointerException if the given {@code range} is {@code null} 247 */ 248 public static DoubleGene of(final double allele, final DoubleRange range) { 249 return of(allele, range.min(), range.max()); 250 } 251 252 /** 253 * Create a new random {@code DoubleGene}. It is guaranteed that the value 254 * of the {@code DoubleGene} lies in the interval {@code [min, max)}. 255 * 256 * @param min the minimal valid value of this gene (inclusively) 257 * @param max the maximal valid value of this gene (exclusively) 258 * @return a new {@code DoubleGene} with the given parameter 259 * @throws IllegalArgumentException if {@code min} is not finite, 260 * or {@code max} is not finite, or {@code min} 261 * is greater than or equal to {@code max} 262 */ 263 public static DoubleGene of(final double min, final double max) { 264 return of(random().nextDouble(min, max), min, max); 265 } 266 267 /** 268 * Create a new random {@code DoubleGene}. It is guaranteed that the value 269 * of the {@code DoubleGene} lies in the interval {@code [min, max)}. 270 * 271 * @since 3.2 272 * 273 * @param range the double range to use 274 * @return a new {@code DoubleGene} with the given parameter 275 * @throws NullPointerException if the given {@code range} is {@code null} 276 * @throws IllegalArgumentException if {@code min} is not finite, 277 * or {@code max} is not finite, or {@code min} 278 * is greater than or equal to {@code max} 279 */ 280 public static DoubleGene of(final DoubleRange range) { 281 return of(range.min(), range.max()); 282 } 283 284 static ISeq<DoubleGene> seq( 285 final double min, 286 final double max, 287 final IntRange lengthRange 288 ) { 289 final var random = random(); 290 final var length = random.nextInt(lengthRange.min(), lengthRange.max()); 291 292 return MSeq.<DoubleGene>ofLength(length) 293 .fill(() -> new DoubleGene(random.nextDouble(min, max), min, max)) 294 .toISeq(); 295 } 296 297 298 /* ************************************************************************* 299 * Java object serialization 300 * ************************************************************************/ 301 302 @Serial 303 private Object writeReplace() { 304 return new SerialProxy(SerialProxy.DOUBLE_GENE, this); 305 } 306 307 @Serial 308 private void readObject(final ObjectInputStream stream) 309 throws InvalidObjectException 310 { 311 throw new InvalidObjectException("Serialization proxy required."); 312 } 313 314 void write(final DataOutput out) throws IOException { 315 out.writeDouble(_allele); 316 out.writeDouble(_min); 317 out.writeDouble(_max); 318 } 319 320 static DoubleGene read(final DataInput in) throws IOException { 321 return of(in.readDouble(), in.readDouble(), in.readDouble()); 322 } 323 324}