org.jenetics.Population Maven / Gradle / Ivy
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/*
* Java Genetic Algorithm Library (jenetics-3.9.0).
* Copyright (c) 2007-2017 Franz Wilhelmstötter
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*
* Author:
* Franz Wilhelmstötter ([email protected])
*/
package org.jenetics;
import static java.util.Objects.requireNonNull;
import static java.util.stream.Collectors.joining;
import static java.util.stream.Collectors.toList;
import static org.jenetics.internal.util.Equality.eq;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.Collection;
import java.util.Collections;
import java.util.Comparator;
import java.util.Iterator;
import java.util.List;
import java.util.ListIterator;
import java.util.RandomAccess;
import java.util.stream.Collector;
import java.util.stream.Stream;
import javax.xml.bind.annotation.XmlAccessType;
import javax.xml.bind.annotation.XmlAccessorType;
import javax.xml.bind.annotation.XmlAttribute;
import javax.xml.bind.annotation.XmlElement;
import javax.xml.bind.annotation.XmlRootElement;
import javax.xml.bind.annotation.XmlType;
import javax.xml.bind.annotation.adapters.XmlAdapter;
import javax.xml.bind.annotation.adapters.XmlJavaTypeAdapter;
import org.jenetics.internal.util.Equality;
import org.jenetics.internal.util.Hash;
import org.jenetics.internal.util.jaxb;
import org.jenetics.util.Copyable;
import org.jenetics.util.Factory;
/**
* A population is a collection of Phenotypes.
*
*
* This class is not synchronized. If multiple threads access
* a {@code Population} concurrently, and at least one of the threads modifies
* it, it must be synchronized externally.
*
* @author Franz Wilhelmstötter
* @since 1.0
* @version 2.0
*/
@XmlJavaTypeAdapter(Population.Model.Adapter.class)
public class Population, C extends Comparable>
implements
List>,
Copyable>,
RandomAccess,
Serializable
{
private static final long serialVersionUID = 2L;
@SuppressWarnings({"rawtypes", "unchecked"})
private static final Population EMPTY =
new Population(Collections.EMPTY_LIST, true);
private final List> _population;
/**
* Private primary constructor which assigns the underlying
* population without copying and precondition check.
*/
private Population(final List> population, boolean foo) {
_population = requireNonNull(population);
}
/**
* Constructs a population containing the elements of the specified collection,
* in the order they are returned by the collection's iterator.
*
* @param population the collection whose elements are to be placed into
* this list.
* @throws NullPointerException if the specified population is {@code null}.
*/
public Population(final Collection> population) {
this(new ArrayList<>(population), true);
}
/**
* Creating a new {@code Population} with the pre-allocated population
* size.
*
* @param size Pre-allocated population size.
* @throws IllegalArgumentException if the specified initial capacity is
* negative
*/
public Population(final int size) {
this(new ArrayList<>(size), true);
}
/**
* Creating a new {@code Population}.
*/
public Population() {
this(new ArrayList<>(), true);
}
/**
* Fills the population with individuals created by the given factory.
*
* @param factory the {@code Phenotype} factory.
* @param count the number of individuals to add to this population.
* @return return this population, for command chaining.
*/
public Population fill(
final Factory> factory,
final int count
) {
for (int i = 0; i < count; ++i) {
_population.add(factory.newInstance());
}
return this;
}
/**
* Add {@code Phenotype} to the {@code Population}.
*
* @param phenotype {@code Phenotype} to be add.
* @throws NullPointerException if the given {@code phenotype} is
* {@code null}.
*/
@Override
public boolean add(final Phenotype phenotype) {
requireNonNull(phenotype, "Phenotype");
return _population.add(phenotype);
}
/**
* Add {@code Phenotype} to the {@code Population}.
*
* @param index Index of the
* @param phenotype {@code Phenotype} to be add.
* @throws NullPointerException if the given {@code phenotype} is
* {@code null}.
*/
@Override
public void add(final int index, final Phenotype phenotype) {
requireNonNull(phenotype, "Phenotype");
_population.add(index, phenotype);
}
@Override
public boolean addAll(final Collection> c) {
return _population.addAll(c);
}
@Override
public boolean addAll(int index, Collection> c) {
return _population.addAll(index, c);
}
@Override
public Phenotype get(final int index) {
return _population.get(index);
}
@Override
public Phenotype set(final int index, final Phenotype pt) {
requireNonNull(pt, "Phenotype");
return _population.set(index, pt);
}
@Override
public Stream> stream() {
return _population.stream();
}
public void remove(final Phenotype phenotype) {
requireNonNull(phenotype, "Phenotype");
_population.remove(phenotype);
}
@Override
public boolean remove(final Object o) {
return _population.remove(o);
}
@Override
public boolean removeAll(final Collection c) {
return _population.removeAll(c);
}
@Override
public Phenotype remove(final int index) {
return _population.remove(index);
}
@Override
public void clear() {
_population.clear();
}
/**
* Sorting the phenotypes in this population according to its fitness
* value in descending order.
*/
public void populationSort() {
sortWith(Optimize.MAXIMUM.descending());
}
/**
* Sort this population according the order defined by the given
* {@code comparator}.
*
* @param comparator the comparator which defines the sorting order.
* @throws java.lang.NullPointerException if the {@code comparator} is
* {@code null}.
*/
public void sortWith(final Comparator comparator) {
_population.sort((a, b) ->
comparator.compare(a.getFitness(), b.getFitness())
);
}
/**
* Reverse the order of the population.
*/
public void reverse() {
Collections.reverse(_population);
}
@Override
public Iterator> iterator() {
return _population.iterator();
}
@Override
public ListIterator> listIterator() {
return _population.listIterator();
}
@Override
public ListIterator> listIterator(final int index) {
return _population.listIterator(index);
}
@Override
public int size() {
return _population.size();
}
@Override
public boolean isEmpty() {
return _population.isEmpty();
}
@Override
public boolean contains(final Object o) {
return _population.contains(o);
}
@Override
public boolean containsAll(final Collection c) {
return _population.containsAll(c);
}
@Override
public int indexOf(final Object o) {
return _population.indexOf(o);
}
@Override
public int lastIndexOf(final Object o) {
return _population.lastIndexOf(o);
}
@Override
public boolean retainAll(final Collection c) {
return _population.retainAll(c);
}
@Override
public List> subList(final int fromIndex, final int toIndex) {
return _population.subList(fromIndex, toIndex);
}
@Override
public Object[] toArray() {
return _population.toArray();
}
@Override
public A[] toArray(final A[] a) {
return _population.toArray(a);
}
@Override
public Population copy() {
return new Population<>(new ArrayList<>(_population), true);
}
@Override
public int hashCode() {
return Hash.of(getClass()).and(_population).value();
}
@Override
public boolean equals(final Object obj) {
return Equality.of(this, obj).test(p -> eq(_population, p._population));
}
@Override
public String toString() {
return _population.stream()
.map(Object::toString)
.collect(joining("\n", "", "\n"));
}
/**
* Return an empty population.
*
* @param the gene type
* @param the fitness result type
* @return an empty population
*/
@SuppressWarnings("unchecked")
public static , C extends Comparable>
Population empty() {
return (Population)EMPTY;
}
/**
* Returns a {@code Collector} that accumulates the input elements into a
* new {@code Population}.
*
* @param the gene type
* @param the fitness result type
* @return a {@code Collector} which collects all the input elements into a
* {@code Population}, in encounter order
*/
public static , C extends Comparable>
Collector, ?, Population> toPopulation() {
return Collector.of(
Population::new,
Population::add,
(left, right) -> { left.addAll(right); return left; }
);
}
/* *************************************************************************
* JAXB object serialization
* ************************************************************************/
@XmlRootElement(name = "population")
@XmlType(name = "org.jenetics.Population")
@XmlAccessorType(XmlAccessType.FIELD)
@SuppressWarnings({"unchecked", "rawtypes"})
static final class Model {
@XmlAttribute(name = "size", required = true)
public int size;
@XmlElement(name = "phenotype", required = true)
public List phenotypes;
public static final class Adapter
extends XmlAdapter
{
@Override
public Model marshal(final Population p) throws Exception {
final Model model = new Model();
model.size = p.size();
if (!p.isEmpty()) {
model.phenotypes = (List)p.stream()
.map(jaxb.Marshaller(p.get(0)))
.collect(toList());
}
return model;
}
@Override
public Population unmarshal(final Model model) throws Exception {
return (Population)model.phenotypes.stream()
.map(jaxb.Unmarshaller(model.phenotypes.get(0)))
.collect(toPopulation());
}
}
}
}