@@ -1,3 +1,5 @@
|
||||
*/bin/*
|
||||
|
||||
*.class
|
||||
|
||||
# Package Files #
|
||||
@@ -29,3 +31,5 @@ spring-openid/src/main/resources/application.properties
|
||||
.recommenders/
|
||||
/spring-hibernate4/nbproject/
|
||||
spring-security-openid/src/main/resources/application.properties
|
||||
|
||||
spring-all/*.log
|
||||
|
||||
+13
-3
@@ -1,11 +1,19 @@
|
||||
language: java
|
||||
|
||||
install: travis_wait 40 mvn -q clean install -Dgib.enabled=true
|
||||
before_install:
|
||||
- export MAVEN_OPTS="-Xmx2048M -Xss128M -XX:+CMSClassUnloadingEnabled -XX:+UseG1GC -XX:-UseGCOverheadLimit"
|
||||
- echo "MAVEN_OPTS='-Xmx2048M -Xss128M -XX:+CMSClassUnloadingEnabled -XX:+UseG1GC -XX:-UseGCOverheadLimit'" > ~/.mavenrc
|
||||
|
||||
install: travis_wait 60 mvn -q test -fae
|
||||
|
||||
sudo: required
|
||||
|
||||
before_script:
|
||||
- echo "MAVEN_OPTS='-Xmx2048M -Xss128M -XX:+CMSClassUnloadingEnabled -XX:+UseG1GC -XX:-UseGCOverheadLimit'" > ~/.mavenrc
|
||||
|
||||
jdk:
|
||||
- oraclejdk8
|
||||
|
||||
sudo: false
|
||||
addons:
|
||||
apt:
|
||||
packages:
|
||||
@@ -14,4 +22,6 @@ addons:
|
||||
cache:
|
||||
directories:
|
||||
- .autoconf
|
||||
- $HOME/.m2
|
||||
- $HOME/.m2
|
||||
|
||||
|
||||
|
||||
+7
-19
@@ -6,6 +6,13 @@
|
||||
<version>1.0-SNAPSHOT</version>
|
||||
<packaging>jar</packaging>
|
||||
<url>http://maven.apache.org</url>
|
||||
|
||||
<parent>
|
||||
<groupId>com.baeldung</groupId>
|
||||
<artifactId>parent-modules</artifactId>
|
||||
<version>1.0.0-SNAPSHOT</version>
|
||||
</parent>
|
||||
|
||||
<properties>
|
||||
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
|
||||
<maven.compiler.source>1.8</maven.compiler.source>
|
||||
@@ -40,24 +47,5 @@
|
||||
<artifactId>slf4j-simple</artifactId>
|
||||
<version>1.7.21</version>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>junit</groupId>
|
||||
<artifactId>junit</artifactId>
|
||||
<version>4.12</version>
|
||||
<scope>test</scope>
|
||||
</dependency>
|
||||
</dependencies>
|
||||
<build>
|
||||
<plugins>
|
||||
<plugin>
|
||||
<groupId>org.apache.maven.plugins</groupId>
|
||||
<artifactId>maven-compiler-plugin</artifactId>
|
||||
<version>3.2</version>
|
||||
<configuration>
|
||||
<source>1.7</source>
|
||||
<target>1.7</target>
|
||||
</configuration>
|
||||
</plugin>
|
||||
</plugins>
|
||||
</build>
|
||||
</project>
|
||||
@@ -0,0 +1,31 @@
|
||||
import com.baeldung.jgit.helper.Helper;
|
||||
import org.eclipse.jgit.lib.ObjectLoader;
|
||||
import org.eclipse.jgit.lib.ObjectReader;
|
||||
import org.eclipse.jgit.lib.Ref;
|
||||
import org.eclipse.jgit.lib.Repository;
|
||||
import org.eclipse.jgit.revwalk.RevWalk;
|
||||
import org.junit.Test;
|
||||
import java.io.IOException;
|
||||
import static org.junit.Assert.assertNotNull;
|
||||
|
||||
/**
|
||||
* Tests which show issues with JGit that we reported upstream.
|
||||
*/
|
||||
public class JGitBugIntegrationTest {
|
||||
@Test
|
||||
public void testRevWalkDisposeClosesReader() throws IOException {
|
||||
try (Repository repo = Helper.openJGitRepository()) {
|
||||
try (ObjectReader reader = repo.newObjectReader()) {
|
||||
try (RevWalk walk = new RevWalk(reader)) {
|
||||
walk.dispose();
|
||||
|
||||
Ref head = repo.exactRef("refs/heads/master");
|
||||
System.out.println("Found head: " + head);
|
||||
|
||||
ObjectLoader loader = reader.open(head.getObjectId());
|
||||
assertNotNull(loader);
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -1,31 +0,0 @@
|
||||
import com.baeldung.jgit.helper.Helper;
|
||||
import org.eclipse.jgit.lib.ObjectLoader;
|
||||
import org.eclipse.jgit.lib.ObjectReader;
|
||||
import org.eclipse.jgit.lib.Ref;
|
||||
import org.eclipse.jgit.lib.Repository;
|
||||
import org.eclipse.jgit.revwalk.RevWalk;
|
||||
import org.junit.Test;
|
||||
import java.io.IOException;
|
||||
import static org.junit.Assert.assertNotNull;
|
||||
|
||||
/**
|
||||
* Tests which show issues with JGit that we reported upstream.
|
||||
*/
|
||||
public class JGitBugTest {
|
||||
@Test
|
||||
public void testRevWalkDisposeClosesReader() throws IOException {
|
||||
try (Repository repo = Helper.openJGitRepository()) {
|
||||
try (ObjectReader reader = repo.newObjectReader()) {
|
||||
try (RevWalk walk = new RevWalk(reader)) {
|
||||
walk.dispose();
|
||||
|
||||
Ref head = repo.exactRef("refs/heads/master");
|
||||
System.out.println("Found head: " + head);
|
||||
|
||||
ObjectLoader loader = reader.open(head.getObjectId());
|
||||
assertNotNull(loader);
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -1,17 +0,0 @@
|
||||
package com.baeldung.jgit.porcelain;
|
||||
|
||||
import org.junit.Test;
|
||||
|
||||
public class PorcelainTest {
|
||||
@Test
|
||||
public void runSamples() throws Exception {
|
||||
// simply call all the samples to see any severe problems with the samples
|
||||
AddFile.main(null);
|
||||
|
||||
CommitAll.main(null);
|
||||
|
||||
CreateAndDeleteTag.main(null);
|
||||
|
||||
Log.main(null);
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,17 @@
|
||||
package com.baeldung.jgit.porcelain;
|
||||
|
||||
import org.junit.Test;
|
||||
|
||||
public class PorcelainUnitTest {
|
||||
@Test
|
||||
public void runSamples() throws Exception {
|
||||
// simply call all the samples to see any severe problems with the samples
|
||||
AddFile.main(null);
|
||||
|
||||
CommitAll.main(null);
|
||||
|
||||
CreateAndDeleteTag.main(null);
|
||||
|
||||
Log.main(null);
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,3 @@
|
||||
### Relevant articles
|
||||
|
||||
- [Introduction to Twitter4J](http://www.baeldung.com/twitter4j)
|
||||
@@ -0,0 +1,52 @@
|
||||
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
|
||||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
|
||||
<modelVersion>4.0.0</modelVersion>
|
||||
<groupId>com.mabsisa</groupId>
|
||||
<artifactId>Twitter4J</artifactId>
|
||||
<packaging>jar</packaging>
|
||||
<version>1.0-SNAPSHOT</version>
|
||||
<name>Twitter4J</name>
|
||||
<url>http://maven.apache.org</url>
|
||||
|
||||
<parent>
|
||||
<groupId>com.baeldung</groupId>
|
||||
<artifactId>parent-modules</artifactId>
|
||||
<version>1.0.0-SNAPSHOT</version>
|
||||
</parent>
|
||||
|
||||
<properties>
|
||||
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
|
||||
<project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
|
||||
<java.version>1.8</java.version>
|
||||
</properties>
|
||||
|
||||
<dependencies>
|
||||
<dependency>
|
||||
<groupId>org.twitter4j</groupId>
|
||||
<artifactId>twitter4j-stream</artifactId>
|
||||
<version>4.0.6</version>
|
||||
</dependency>
|
||||
</dependencies>
|
||||
|
||||
<build>
|
||||
<finalName>${project.artifactId}</finalName>
|
||||
<resources>
|
||||
<resource>
|
||||
<directory>src/main/resources</directory>
|
||||
</resource>
|
||||
</resources>
|
||||
<plugins>
|
||||
<plugin>
|
||||
<groupId>org.apache.maven.plugins</groupId>
|
||||
<artifactId>maven-surefire-plugin</artifactId>
|
||||
<version>${maven-surefire-plugin.version}</version>
|
||||
<configuration>
|
||||
<excludes>
|
||||
<exclude>**/ApplicationTest.java</exclude>
|
||||
</excludes>
|
||||
</configuration>
|
||||
</plugin>
|
||||
</plugins>
|
||||
</build>
|
||||
|
||||
</project>
|
||||
@@ -0,0 +1,116 @@
|
||||
/**
|
||||
*
|
||||
*/
|
||||
package com.baeldung;
|
||||
|
||||
import java.util.List;
|
||||
import java.util.stream.Collectors;
|
||||
|
||||
import twitter4j.DirectMessage;
|
||||
import twitter4j.Query;
|
||||
import twitter4j.QueryResult;
|
||||
import twitter4j.StallWarning;
|
||||
import twitter4j.Status;
|
||||
import twitter4j.StatusDeletionNotice;
|
||||
import twitter4j.StatusListener;
|
||||
import twitter4j.Twitter;
|
||||
import twitter4j.TwitterException;
|
||||
import twitter4j.TwitterFactory;
|
||||
import twitter4j.TwitterStream;
|
||||
import twitter4j.TwitterStreamFactory;
|
||||
import twitter4j.conf.ConfigurationBuilder;
|
||||
|
||||
public class Application {
|
||||
|
||||
public static Twitter getTwitterinstance() {
|
||||
/**
|
||||
* if not using properties file, we can set access token by following way
|
||||
*/
|
||||
// ConfigurationBuilder cb = new ConfigurationBuilder();
|
||||
// cb.setDebugEnabled(true)
|
||||
// .setOAuthConsumerKey("//TODO")
|
||||
// .setOAuthConsumerSecret("//TODO")
|
||||
// .setOAuthAccessToken("//TODO")
|
||||
// .setOAuthAccessTokenSecret("//TODO");
|
||||
// TwitterFactory tf = new TwitterFactory(cb.build());
|
||||
// Twitter twitter = tf.getSingleton();
|
||||
|
||||
Twitter twitter = TwitterFactory.getSingleton();
|
||||
return twitter;
|
||||
|
||||
}
|
||||
|
||||
public static String createTweet(String tweet) throws TwitterException {
|
||||
Twitter twitter = getTwitterinstance();
|
||||
Status status = twitter.updateStatus("creating baeldung API");
|
||||
return status.getText();
|
||||
}
|
||||
|
||||
public static List<String> getTimeLine() throws TwitterException {
|
||||
Twitter twitter = getTwitterinstance();
|
||||
List<Status> statuses = twitter.getHomeTimeline();
|
||||
return statuses.stream().map(
|
||||
item -> item.getText()).collect(
|
||||
Collectors.toList());
|
||||
}
|
||||
|
||||
public static String sendDirectMessage(String recipientName, String msg) throws TwitterException {
|
||||
Twitter twitter = getTwitterinstance();
|
||||
DirectMessage message = twitter.sendDirectMessage(recipientName, msg);
|
||||
return message.getText();
|
||||
}
|
||||
|
||||
public static List<String> searchtweets() throws TwitterException {
|
||||
Twitter twitter = getTwitterinstance();
|
||||
Query query = new Query("source:twitter4j baeldung");
|
||||
QueryResult result = twitter.search(query);
|
||||
List<Status> statuses = result.getTweets();
|
||||
return statuses.stream().map(
|
||||
item -> item.getText()).collect(
|
||||
Collectors.toList());
|
||||
}
|
||||
|
||||
public static void streamFeed() {
|
||||
|
||||
StatusListener listener = new StatusListener(){
|
||||
|
||||
@Override
|
||||
public void onException(Exception e) {
|
||||
e.printStackTrace();
|
||||
}
|
||||
|
||||
@Override
|
||||
public void onDeletionNotice(StatusDeletionNotice arg) {
|
||||
System.out.println("Got a status deletion notice id:" + arg.getStatusId());
|
||||
}
|
||||
|
||||
@Override
|
||||
public void onScrubGeo(long userId, long upToStatusId) {
|
||||
System.out.println("Got scrub_geo event userId:" + userId + " upToStatusId:" + upToStatusId);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void onStallWarning(StallWarning warning) {
|
||||
System.out.println("Got stall warning:" + warning);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void onStatus(Status status) {
|
||||
System.out.println(status.getUser().getName() + " : " + status.getText());
|
||||
}
|
||||
|
||||
@Override
|
||||
public void onTrackLimitationNotice(int numberOfLimitedStatuses) {
|
||||
System.out.println("Got track limitation notice:" + numberOfLimitedStatuses);
|
||||
}
|
||||
};
|
||||
|
||||
TwitterStream twitterStream = new TwitterStreamFactory().getInstance();
|
||||
|
||||
twitterStream.addListener(listener);
|
||||
|
||||
twitterStream.sample();
|
||||
|
||||
}
|
||||
|
||||
}
|
||||
@@ -0,0 +1,4 @@
|
||||
oauth.consumerKey=//TODO
|
||||
oauth.consumerSecret=//TODO
|
||||
oauth.accessToken=//TODO
|
||||
oauth.accessTokenSecret=//TODO
|
||||
@@ -0,0 +1,40 @@
|
||||
package com.baeldung;
|
||||
|
||||
import static org.junit.Assert.assertEquals;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.List;
|
||||
|
||||
import org.junit.Test;
|
||||
|
||||
import twitter4j.TwitterException;
|
||||
|
||||
public class ApplicationIntegrationTest {
|
||||
|
||||
/**
|
||||
* In order run this jUnit test you need to configure your API details in the twitter4j.properties
|
||||
*/
|
||||
|
||||
String tweet = "baeldung is awsome";
|
||||
|
||||
@Test
|
||||
public void givenText_updateStatus() throws TwitterException {
|
||||
String text = Application.createTweet(tweet);
|
||||
assertEquals(tweet, text);
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenCredential_fetchStatus() throws TwitterException {
|
||||
List<String> statuses = Application.getTimeLine();
|
||||
List<String> expectedStatuses = new ArrayList<String>();
|
||||
expectedStatuses.add(tweet);
|
||||
assertEquals(expectedStatuses, statuses);
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenRecipientNameAndMessage_sendDirectMessage() throws TwitterException {
|
||||
String msg = Application.sendDirectMessage("YOUR_RECCIPIENT_ID", tweet);
|
||||
assertEquals(msg, tweet);
|
||||
}
|
||||
|
||||
}
|
||||
@@ -0,0 +1 @@
|
||||
/target/
|
||||
@@ -2,3 +2,7 @@
|
||||
|
||||
- [Dijkstra Algorithm in Java](http://www.baeldung.com/java-dijkstra)
|
||||
- [Introduction to Cobertura](http://www.baeldung.com/cobertura)
|
||||
- [Ant Colony Optimization](http://www.baeldung.com/java-ant-colony-optimization)
|
||||
- [Validating Input With Finite Automata in Java](http://www.baeldung.com/finite-automata-java)
|
||||
- [Introduction to Jenetics Library](http://www.baeldung.com/jenetics)
|
||||
- [Check If a Number Is Prime in Java](http://www.baeldung.com/java-prime-numbers)
|
||||
|
||||
+64
-58
@@ -1,63 +1,69 @@
|
||||
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
|
||||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
|
||||
<modelVersion>4.0.0</modelVersion>
|
||||
<groupId>com.baeldung</groupId>
|
||||
<artifactId>algorithms</artifactId>
|
||||
<version>0.0.1-SNAPSHOT</version>
|
||||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
|
||||
<modelVersion>4.0.0</modelVersion>
|
||||
<groupId>com.baeldung</groupId>
|
||||
<artifactId>algorithms</artifactId>
|
||||
<version>0.0.1-SNAPSHOT</version>
|
||||
|
||||
<properties>
|
||||
<junit.version>4.12</junit.version>
|
||||
<maven-compiler-plugin.version>3.6.0</maven-compiler-plugin.version>
|
||||
<exec-maven-plugin.version>1.5.0</exec-maven-plugin.version>
|
||||
</properties>
|
||||
<properties>
|
||||
<exec-maven-plugin.version>1.5.0</exec-maven-plugin.version>
|
||||
<lombok.version>1.16.12</lombok.version>
|
||||
<commons-math3.version>3.6.1</commons-math3.version>
|
||||
</properties>
|
||||
|
||||
<dependencies>
|
||||
<dependency>
|
||||
<groupId>junit</groupId>
|
||||
<artifactId>junit</artifactId>
|
||||
<version>${junit.version}</version>
|
||||
<scope>test</scope>
|
||||
</dependency>
|
||||
</dependencies>
|
||||
<parent>
|
||||
<groupId>com.baeldung</groupId>
|
||||
<artifactId>parent-modules</artifactId>
|
||||
<version>1.0.0-SNAPSHOT</version>
|
||||
</parent>
|
||||
|
||||
<build>
|
||||
<defaultGoal>install</defaultGoal>
|
||||
<pluginManagement>
|
||||
<plugins>
|
||||
<plugin>
|
||||
<groupId>org.apache.maven.plugins</groupId>
|
||||
<artifactId>maven-compiler-plugin</artifactId>
|
||||
<version>${maven-compiler-plugin.version}</version>
|
||||
<configuration>
|
||||
<source>1.8</source>
|
||||
<target>1.8</target>
|
||||
</configuration>
|
||||
</plugin>
|
||||
<plugin>
|
||||
<groupId>org.codehaus.mojo</groupId>
|
||||
<artifactId>exec-maven-plugin</artifactId>
|
||||
<version>${exec-maven-plugin.version}</version>
|
||||
</plugin>
|
||||
</plugins>
|
||||
</pluginManagement>
|
||||
</build>
|
||||
<reporting>
|
||||
<plugins>
|
||||
<plugin>
|
||||
<groupId>org.codehaus.mojo</groupId>
|
||||
<artifactId>cobertura-maven-plugin</artifactId>
|
||||
<version>2.7</version>
|
||||
<configuration>
|
||||
<instrumentation>
|
||||
<ignores>
|
||||
<ignore>com/baeldung/algorithms/dijkstra/*</ignore>
|
||||
</ignores>
|
||||
<excludes>
|
||||
<exclude>com/baeldung/algorithms/dijkstra/*</exclude>
|
||||
</excludes>
|
||||
</instrumentation>
|
||||
</configuration>
|
||||
</plugin>
|
||||
</plugins>
|
||||
</reporting>
|
||||
<dependencies>
|
||||
<dependency>
|
||||
<groupId>org.apache.commons</groupId>
|
||||
<artifactId>commons-math3</artifactId>
|
||||
<version>${commons-math3.version}</version>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>org.projectlombok</groupId>
|
||||
<artifactId>lombok</artifactId>
|
||||
<version>${lombok.version}</version>
|
||||
<scope>provided</scope>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>io.jenetics</groupId>
|
||||
<artifactId>jenetics</artifactId>
|
||||
<version>3.7.0</version>
|
||||
</dependency>
|
||||
</dependencies>
|
||||
|
||||
<build>
|
||||
<pluginManagement>
|
||||
<plugins>
|
||||
<plugin>
|
||||
<groupId>org.codehaus.mojo</groupId>
|
||||
<artifactId>exec-maven-plugin</artifactId>
|
||||
<version>${exec-maven-plugin.version}</version>
|
||||
</plugin>
|
||||
</plugins>
|
||||
</pluginManagement>
|
||||
</build>
|
||||
<reporting>
|
||||
<plugins>
|
||||
<plugin>
|
||||
<groupId>org.codehaus.mojo</groupId>
|
||||
<artifactId>cobertura-maven-plugin</artifactId>
|
||||
<version>2.7</version>
|
||||
<configuration>
|
||||
<instrumentation>
|
||||
<ignores>
|
||||
<ignore>com/baeldung/algorithms/dijkstra/*</ignore>
|
||||
</ignores>
|
||||
<excludes>
|
||||
<exclude>com/baeldung/algorithms/dijkstra/*</exclude>
|
||||
</excludes>
|
||||
</instrumentation>
|
||||
</configuration>
|
||||
</plugin>
|
||||
</plugins>
|
||||
</reporting>
|
||||
</project>
|
||||
|
||||
@@ -0,0 +1,47 @@
|
||||
package com.baeldung.algorithms;
|
||||
|
||||
import java.util.Scanner;
|
||||
|
||||
import com.baeldung.algorithms.ga.annealing.SimulatedAnnealing;
|
||||
import com.baeldung.algorithms.ga.ant_colony.AntColonyOptimization;
|
||||
import com.baeldung.algorithms.ga.binary.SimpleGeneticAlgorithm;
|
||||
import com.baeldung.algorithms.slope_one.SlopeOne;
|
||||
|
||||
public class RunAlgorithm {
|
||||
|
||||
public static void main(String[] args) throws InstantiationException, IllegalAccessException {
|
||||
Scanner in = new Scanner(System.in);
|
||||
System.out.println("Run algorithm:");
|
||||
System.out.println("1 - Simulated Annealing");
|
||||
System.out.println("2 - Slope One");
|
||||
System.out.println("3 - Simple Genetic Algorithm");
|
||||
System.out.println("4 - Ant Colony");
|
||||
System.out.println("5 - Dijkstra");
|
||||
int decision = in.nextInt();
|
||||
switch (decision) {
|
||||
case 1:
|
||||
System.out.println(
|
||||
"Optimized distance for travel: " + SimulatedAnnealing.simulateAnnealing(10, 10000, 0.9995));
|
||||
break;
|
||||
case 2:
|
||||
SlopeOne.slopeOne(3);
|
||||
break;
|
||||
case 3:
|
||||
SimpleGeneticAlgorithm ga = new SimpleGeneticAlgorithm();
|
||||
ga.runAlgorithm(50, "1011000100000100010000100000100111001000000100000100000000001111");
|
||||
break;
|
||||
case 4:
|
||||
AntColonyOptimization antColony = new AntColonyOptimization(21);
|
||||
antColony.startAntOptimization();
|
||||
break;
|
||||
case 5:
|
||||
System.out.println("Please run the DijkstraAlgorithmTest.");
|
||||
break;
|
||||
default:
|
||||
System.out.println("Unknown option");
|
||||
break;
|
||||
}
|
||||
in.close();
|
||||
}
|
||||
|
||||
}
|
||||
+1
-1
@@ -1,4 +1,4 @@
|
||||
package com.baeldung.algorithms.annealing;
|
||||
package com.baeldung.algorithms.ga.annealing;
|
||||
|
||||
import lombok.Data;
|
||||
|
||||
+1
-1
@@ -1,4 +1,4 @@
|
||||
package com.baeldung.algorithms.annealing;
|
||||
package com.baeldung.algorithms.ga.annealing;
|
||||
|
||||
public class SimulatedAnnealing {
|
||||
|
||||
+1
-1
@@ -1,4 +1,4 @@
|
||||
package com.baeldung.algorithms.annealing;
|
||||
package com.baeldung.algorithms.ga.annealing;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.Collections;
|
||||
@@ -0,0 +1,37 @@
|
||||
package com.baeldung.algorithms.ga.ant_colony;
|
||||
|
||||
public class Ant {
|
||||
|
||||
protected int trailSize;
|
||||
protected int trail[];
|
||||
protected boolean visited[];
|
||||
|
||||
public Ant(int tourSize) {
|
||||
this.trailSize = tourSize;
|
||||
this.trail = new int[tourSize];
|
||||
this.visited = new boolean[tourSize];
|
||||
}
|
||||
|
||||
protected void visitCity(int currentIndex, int city) {
|
||||
trail[currentIndex + 1] = city;
|
||||
visited[city] = true;
|
||||
}
|
||||
|
||||
protected boolean visited(int i) {
|
||||
return visited[i];
|
||||
}
|
||||
|
||||
protected double trailLength(double graph[][]) {
|
||||
double length = graph[trail[trailSize - 1]][trail[0]];
|
||||
for (int i = 0; i < trailSize - 1; i++) {
|
||||
length += graph[trail[i]][trail[i + 1]];
|
||||
}
|
||||
return length;
|
||||
}
|
||||
|
||||
protected void clear() {
|
||||
for (int i = 0; i < trailSize; i++)
|
||||
visited[i] = false;
|
||||
}
|
||||
|
||||
}
|
||||
+203
@@ -0,0 +1,203 @@
|
||||
package com.baeldung.algorithms.ga.ant_colony;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.Arrays;
|
||||
import java.util.List;
|
||||
import java.util.OptionalInt;
|
||||
import java.util.Random;
|
||||
import java.util.stream.IntStream;
|
||||
|
||||
public class AntColonyOptimization {
|
||||
|
||||
private double c = 1.0;
|
||||
private double alpha = 1;
|
||||
private double beta = 5;
|
||||
private double evaporation = 0.5;
|
||||
private double Q = 500;
|
||||
private double antFactor = 0.8;
|
||||
private double randomFactor = 0.01;
|
||||
|
||||
private int maxIterations = 1000;
|
||||
|
||||
private int numberOfCities;
|
||||
private int numberOfAnts;
|
||||
private double graph[][];
|
||||
private double trails[][];
|
||||
private List<Ant> ants = new ArrayList<>();
|
||||
private Random random = new Random();
|
||||
private double probabilities[];
|
||||
|
||||
private int currentIndex;
|
||||
|
||||
private int[] bestTourOrder;
|
||||
private double bestTourLength;
|
||||
|
||||
public AntColonyOptimization(int noOfCities) {
|
||||
graph = generateRandomMatrix(noOfCities);
|
||||
numberOfCities = graph.length;
|
||||
numberOfAnts = (int) (numberOfCities * antFactor);
|
||||
|
||||
trails = new double[numberOfCities][numberOfCities];
|
||||
probabilities = new double[numberOfCities];
|
||||
IntStream.range(0, numberOfAnts)
|
||||
.forEach(i -> ants.add(new Ant(numberOfCities)));
|
||||
}
|
||||
|
||||
/**
|
||||
* Generate initial solution
|
||||
*/
|
||||
public double[][] generateRandomMatrix(int n) {
|
||||
double[][] randomMatrix = new double[n][n];
|
||||
IntStream.range(0, n)
|
||||
.forEach(i -> IntStream.range(0, n)
|
||||
.forEach(j -> randomMatrix[i][j] = Math.abs(random.nextInt(100) + 1)));
|
||||
return randomMatrix;
|
||||
}
|
||||
|
||||
/**
|
||||
* Perform ant optimization
|
||||
*/
|
||||
public void startAntOptimization() {
|
||||
IntStream.rangeClosed(1, 3)
|
||||
.forEach(i -> {
|
||||
System.out.println("Attempt #" + i);
|
||||
solve();
|
||||
});
|
||||
}
|
||||
|
||||
/**
|
||||
* Use this method to run the main logic
|
||||
*/
|
||||
public int[] solve() {
|
||||
setupAnts();
|
||||
clearTrails();
|
||||
IntStream.range(0, maxIterations)
|
||||
.forEach(i -> {
|
||||
moveAnts();
|
||||
updateTrails();
|
||||
updateBest();
|
||||
});
|
||||
System.out.println("Best tour length: " + (bestTourLength - numberOfCities));
|
||||
System.out.println("Best tour order: " + Arrays.toString(bestTourOrder));
|
||||
return bestTourOrder.clone();
|
||||
}
|
||||
|
||||
/**
|
||||
* Prepare ants for the simulation
|
||||
*/
|
||||
private void setupAnts() {
|
||||
IntStream.range(0, numberOfAnts)
|
||||
.forEach(i -> {
|
||||
ants.forEach(ant -> {
|
||||
ant.clear();
|
||||
ant.visitCity(-1, random.nextInt(numberOfCities));
|
||||
});
|
||||
});
|
||||
currentIndex = 0;
|
||||
}
|
||||
|
||||
/**
|
||||
* At each iteration, move ants
|
||||
*/
|
||||
private void moveAnts() {
|
||||
IntStream.range(currentIndex, numberOfCities - 1)
|
||||
.forEach(i -> {
|
||||
ants.forEach(ant -> ant.visitCity(currentIndex, selectNextCity(ant)));
|
||||
currentIndex++;
|
||||
});
|
||||
}
|
||||
|
||||
/**
|
||||
* Select next city for each ant
|
||||
*/
|
||||
private int selectNextCity(Ant ant) {
|
||||
int t = random.nextInt(numberOfCities - currentIndex);
|
||||
if (random.nextDouble() < randomFactor) {
|
||||
OptionalInt cityIndex = IntStream.range(0, numberOfCities)
|
||||
.filter(i -> i == t && !ant.visited(i))
|
||||
.findFirst();
|
||||
if (cityIndex.isPresent()) {
|
||||
return cityIndex.getAsInt();
|
||||
}
|
||||
}
|
||||
calculateProbabilities(ant);
|
||||
double r = random.nextDouble();
|
||||
double total = 0;
|
||||
for (int i = 0; i < numberOfCities; i++) {
|
||||
total += probabilities[i];
|
||||
if (total >= r) {
|
||||
return i;
|
||||
}
|
||||
}
|
||||
|
||||
throw new RuntimeException("There are no other cities");
|
||||
}
|
||||
|
||||
/**
|
||||
* Calculate the next city picks probabilites
|
||||
*/
|
||||
public void calculateProbabilities(Ant ant) {
|
||||
int i = ant.trail[currentIndex];
|
||||
double pheromone = 0.0;
|
||||
for (int l = 0; l < numberOfCities; l++) {
|
||||
if (!ant.visited(l)) {
|
||||
pheromone += Math.pow(trails[i][l], alpha) * Math.pow(1.0 / graph[i][l], beta);
|
||||
}
|
||||
}
|
||||
for (int j = 0; j < numberOfCities; j++) {
|
||||
if (ant.visited(j)) {
|
||||
probabilities[j] = 0.0;
|
||||
} else {
|
||||
double numerator = Math.pow(trails[i][j], alpha) * Math.pow(1.0 / graph[i][j], beta);
|
||||
probabilities[j] = numerator / pheromone;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Update trails that ants used
|
||||
*/
|
||||
private void updateTrails() {
|
||||
for (int i = 0; i < numberOfCities; i++) {
|
||||
for (int j = 0; j < numberOfCities; j++) {
|
||||
trails[i][j] *= evaporation;
|
||||
}
|
||||
}
|
||||
for (Ant a : ants) {
|
||||
double contribution = Q / a.trailLength(graph);
|
||||
for (int i = 0; i < numberOfCities - 1; i++) {
|
||||
trails[a.trail[i]][a.trail[i + 1]] += contribution;
|
||||
}
|
||||
trails[a.trail[numberOfCities - 1]][a.trail[0]] += contribution;
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Update the best solution
|
||||
*/
|
||||
private void updateBest() {
|
||||
if (bestTourOrder == null) {
|
||||
bestTourOrder = ants.get(0).trail;
|
||||
bestTourLength = ants.get(0)
|
||||
.trailLength(graph);
|
||||
}
|
||||
for (Ant a : ants) {
|
||||
if (a.trailLength(graph) < bestTourLength) {
|
||||
bestTourLength = a.trailLength(graph);
|
||||
bestTourOrder = a.trail.clone();
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Clear trails after simulation
|
||||
*/
|
||||
private void clearTrails() {
|
||||
IntStream.range(0, numberOfCities)
|
||||
.forEach(i -> {
|
||||
IntStream.range(0, numberOfCities)
|
||||
.forEach(j -> trails[i][j] = c);
|
||||
});
|
||||
}
|
||||
|
||||
}
|
||||
+57
-57
@@ -1,57 +1,57 @@
|
||||
package com.baeldung.algorithms.dijkstra;
|
||||
|
||||
import java.util.HashSet;
|
||||
import java.util.LinkedList;
|
||||
import java.util.Map.Entry;
|
||||
import java.util.Set;
|
||||
|
||||
public class Dijkstra {
|
||||
|
||||
public static Graph calculateShortestPathFromSource(Graph graph, Node source) {
|
||||
|
||||
source.setDistance(0);
|
||||
|
||||
Set<Node> settledNodes = new HashSet<>();
|
||||
Set<Node> unsettledNodes = new HashSet<>();
|
||||
unsettledNodes.add(source);
|
||||
|
||||
while (unsettledNodes.size() != 0) {
|
||||
Node currentNode = getLowestDistanceNode(unsettledNodes);
|
||||
unsettledNodes.remove(currentNode);
|
||||
for (Entry<Node, Integer> adjacencyPair : currentNode.getAdjacentNodes().entrySet()) {
|
||||
Node adjacentNode = adjacencyPair.getKey();
|
||||
Integer edgeWeigh = adjacencyPair.getValue();
|
||||
|
||||
if (!settledNodes.contains(adjacentNode)) {
|
||||
CalculateMinimumDistance(adjacentNode, edgeWeigh, currentNode);
|
||||
unsettledNodes.add(adjacentNode);
|
||||
}
|
||||
}
|
||||
settledNodes.add(currentNode);
|
||||
}
|
||||
return graph;
|
||||
}
|
||||
|
||||
private static void CalculateMinimumDistance(Node evaluationNode, Integer edgeWeigh, Node sourceNode) {
|
||||
Integer sourceDistance = sourceNode.getDistance();
|
||||
if (sourceDistance + edgeWeigh < evaluationNode.getDistance()) {
|
||||
evaluationNode.setDistance(sourceDistance + edgeWeigh);
|
||||
LinkedList<Node> shortestPath = new LinkedList<>(sourceNode.getShortestPath());
|
||||
shortestPath.add(sourceNode);
|
||||
evaluationNode.setShortestPath(shortestPath);
|
||||
}
|
||||
}
|
||||
|
||||
private static Node getLowestDistanceNode(Set<Node> unsettledNodes) {
|
||||
Node lowestDistanceNode = null;
|
||||
int lowestDistance = Integer.MAX_VALUE;
|
||||
for (Node node : unsettledNodes) {
|
||||
int nodeDistance = node.getDistance();
|
||||
if (nodeDistance < lowestDistance) {
|
||||
lowestDistance = nodeDistance;
|
||||
lowestDistanceNode = node;
|
||||
}
|
||||
}
|
||||
return lowestDistanceNode;
|
||||
}
|
||||
}
|
||||
package com.baeldung.algorithms.ga.dijkstra;
|
||||
|
||||
import java.util.HashSet;
|
||||
import java.util.LinkedList;
|
||||
import java.util.Map.Entry;
|
||||
import java.util.Set;
|
||||
|
||||
public class Dijkstra {
|
||||
|
||||
public static Graph calculateShortestPathFromSource(Graph graph, Node source) {
|
||||
|
||||
source.setDistance(0);
|
||||
|
||||
Set<Node> settledNodes = new HashSet<>();
|
||||
Set<Node> unsettledNodes = new HashSet<>();
|
||||
unsettledNodes.add(source);
|
||||
|
||||
while (unsettledNodes.size() != 0) {
|
||||
Node currentNode = getLowestDistanceNode(unsettledNodes);
|
||||
unsettledNodes.remove(currentNode);
|
||||
for (Entry<Node, Integer> adjacencyPair : currentNode.getAdjacentNodes().entrySet()) {
|
||||
Node adjacentNode = adjacencyPair.getKey();
|
||||
Integer edgeWeigh = adjacencyPair.getValue();
|
||||
|
||||
if (!settledNodes.contains(adjacentNode)) {
|
||||
CalculateMinimumDistance(adjacentNode, edgeWeigh, currentNode);
|
||||
unsettledNodes.add(adjacentNode);
|
||||
}
|
||||
}
|
||||
settledNodes.add(currentNode);
|
||||
}
|
||||
return graph;
|
||||
}
|
||||
|
||||
private static void CalculateMinimumDistance(Node evaluationNode, Integer edgeWeigh, Node sourceNode) {
|
||||
Integer sourceDistance = sourceNode.getDistance();
|
||||
if (sourceDistance + edgeWeigh < evaluationNode.getDistance()) {
|
||||
evaluationNode.setDistance(sourceDistance + edgeWeigh);
|
||||
LinkedList<Node> shortestPath = new LinkedList<>(sourceNode.getShortestPath());
|
||||
shortestPath.add(sourceNode);
|
||||
evaluationNode.setShortestPath(shortestPath);
|
||||
}
|
||||
}
|
||||
|
||||
private static Node getLowestDistanceNode(Set<Node> unsettledNodes) {
|
||||
Node lowestDistanceNode = null;
|
||||
int lowestDistance = Integer.MAX_VALUE;
|
||||
for (Node node : unsettledNodes) {
|
||||
int nodeDistance = node.getDistance();
|
||||
if (nodeDistance < lowestDistance) {
|
||||
lowestDistance = nodeDistance;
|
||||
lowestDistanceNode = node;
|
||||
}
|
||||
}
|
||||
return lowestDistanceNode;
|
||||
}
|
||||
}
|
||||
+21
-21
@@ -1,21 +1,21 @@
|
||||
package com.baeldung.algorithms.dijkstra;
|
||||
|
||||
import java.util.HashSet;
|
||||
import java.util.Set;
|
||||
|
||||
public class Graph {
|
||||
|
||||
private Set<Node> nodes = new HashSet<>();
|
||||
|
||||
public void addNode(Node nodeA) {
|
||||
nodes.add(nodeA);
|
||||
}
|
||||
|
||||
public Set<Node> getNodes() {
|
||||
return nodes;
|
||||
}
|
||||
|
||||
public void setNodes(Set<Node> nodes) {
|
||||
this.nodes = nodes;
|
||||
}
|
||||
}
|
||||
package com.baeldung.algorithms.ga.dijkstra;
|
||||
|
||||
import java.util.HashSet;
|
||||
import java.util.Set;
|
||||
|
||||
public class Graph {
|
||||
|
||||
private Set<Node> nodes = new HashSet<>();
|
||||
|
||||
public void addNode(Node nodeA) {
|
||||
nodes.add(nodeA);
|
||||
}
|
||||
|
||||
public Set<Node> getNodes() {
|
||||
return nodes;
|
||||
}
|
||||
|
||||
public void setNodes(Set<Node> nodes) {
|
||||
this.nodes = nodes;
|
||||
}
|
||||
}
|
||||
+58
-58
@@ -1,58 +1,58 @@
|
||||
package com.baeldung.algorithms.dijkstra;
|
||||
|
||||
import java.util.HashMap;
|
||||
import java.util.LinkedList;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
|
||||
public class Node {
|
||||
|
||||
private String name;
|
||||
|
||||
private LinkedList<Node> shortestPath = new LinkedList<>();
|
||||
|
||||
private Integer distance = Integer.MAX_VALUE;
|
||||
|
||||
private Map<Node, Integer> adjacentNodes = new HashMap<>();
|
||||
|
||||
public Node(String name) {
|
||||
this.name = name;
|
||||
}
|
||||
|
||||
public void addDestination(Node destination, int distance) {
|
||||
adjacentNodes.put(destination, distance);
|
||||
}
|
||||
|
||||
public String getName() {
|
||||
return name;
|
||||
}
|
||||
|
||||
public void setName(String name) {
|
||||
this.name = name;
|
||||
}
|
||||
|
||||
public Map<Node, Integer> getAdjacentNodes() {
|
||||
return adjacentNodes;
|
||||
}
|
||||
|
||||
public void setAdjacentNodes(Map<Node, Integer> adjacentNodes) {
|
||||
this.adjacentNodes = adjacentNodes;
|
||||
}
|
||||
|
||||
public Integer getDistance() {
|
||||
return distance;
|
||||
}
|
||||
|
||||
public void setDistance(Integer distance) {
|
||||
this.distance = distance;
|
||||
}
|
||||
|
||||
public List<Node> getShortestPath() {
|
||||
return shortestPath;
|
||||
}
|
||||
|
||||
public void setShortestPath(LinkedList<Node> shortestPath) {
|
||||
this.shortestPath = shortestPath;
|
||||
}
|
||||
|
||||
}
|
||||
package com.baeldung.algorithms.ga.dijkstra;
|
||||
|
||||
import java.util.HashMap;
|
||||
import java.util.LinkedList;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
|
||||
public class Node {
|
||||
|
||||
private String name;
|
||||
|
||||
private LinkedList<Node> shortestPath = new LinkedList<>();
|
||||
|
||||
private Integer distance = Integer.MAX_VALUE;
|
||||
|
||||
private Map<Node, Integer> adjacentNodes = new HashMap<>();
|
||||
|
||||
public Node(String name) {
|
||||
this.name = name;
|
||||
}
|
||||
|
||||
public void addDestination(Node destination, int distance) {
|
||||
adjacentNodes.put(destination, distance);
|
||||
}
|
||||
|
||||
public String getName() {
|
||||
return name;
|
||||
}
|
||||
|
||||
public void setName(String name) {
|
||||
this.name = name;
|
||||
}
|
||||
|
||||
public Map<Node, Integer> getAdjacentNodes() {
|
||||
return adjacentNodes;
|
||||
}
|
||||
|
||||
public void setAdjacentNodes(Map<Node, Integer> adjacentNodes) {
|
||||
this.adjacentNodes = adjacentNodes;
|
||||
}
|
||||
|
||||
public Integer getDistance() {
|
||||
return distance;
|
||||
}
|
||||
|
||||
public void setDistance(Integer distance) {
|
||||
this.distance = distance;
|
||||
}
|
||||
|
||||
public List<Node> getShortestPath() {
|
||||
return shortestPath;
|
||||
}
|
||||
|
||||
public void setShortestPath(LinkedList<Node> shortestPath) {
|
||||
this.shortestPath = shortestPath;
|
||||
}
|
||||
|
||||
}
|
||||
@@ -0,0 +1,47 @@
|
||||
package com.baeldung.algorithms.ga.jenetics;
|
||||
|
||||
import static org.jenetics.engine.EvolutionResult.toBestPhenotype;
|
||||
import static org.jenetics.engine.limit.bySteadyFitness;
|
||||
|
||||
import java.util.stream.Stream;
|
||||
|
||||
import org.jenetics.BitChromosome;
|
||||
import org.jenetics.BitGene;
|
||||
import org.jenetics.Mutator;
|
||||
import org.jenetics.Phenotype;
|
||||
import org.jenetics.RouletteWheelSelector;
|
||||
import org.jenetics.SinglePointCrossover;
|
||||
import org.jenetics.TournamentSelector;
|
||||
import org.jenetics.engine.Engine;
|
||||
import org.jenetics.engine.EvolutionStatistics;
|
||||
|
||||
//The main class.
|
||||
public class Knapsack {
|
||||
|
||||
public static void main(String[] args) {
|
||||
int nItems = 15;
|
||||
double ksSize = nItems * 100.0 / 3.0;
|
||||
|
||||
KnapsackFF ff = new KnapsackFF(Stream.generate(KnapsackItem::random)
|
||||
.limit(nItems)
|
||||
.toArray(KnapsackItem[]::new), ksSize);
|
||||
|
||||
Engine<BitGene, Double> engine = Engine.builder(ff, BitChromosome.of(nItems, 0.5))
|
||||
.populationSize(500)
|
||||
.survivorsSelector(new TournamentSelector<>(5))
|
||||
.offspringSelector(new RouletteWheelSelector<>())
|
||||
.alterers(new Mutator<>(0.115), new SinglePointCrossover<>(0.16))
|
||||
.build();
|
||||
|
||||
EvolutionStatistics<Double, ?> statistics = EvolutionStatistics.ofNumber();
|
||||
|
||||
Phenotype<BitGene, Double> best = engine.stream()
|
||||
.limit(bySteadyFitness(7))
|
||||
.limit(100)
|
||||
.peek(statistics)
|
||||
.collect(toBestPhenotype());
|
||||
|
||||
System.out.println(statistics);
|
||||
System.out.println(best);
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,25 @@
|
||||
package com.baeldung.algorithms.ga.jenetics;
|
||||
|
||||
import java.util.function.Function;
|
||||
|
||||
import org.jenetics.BitChromosome;
|
||||
import org.jenetics.BitGene;
|
||||
import org.jenetics.Genotype;
|
||||
|
||||
public class KnapsackFF implements Function<Genotype<BitGene>, Double> {
|
||||
private KnapsackItem[] items;
|
||||
private double size;
|
||||
|
||||
public KnapsackFF(KnapsackItem[] items, double size) {
|
||||
this.items = items;
|
||||
this.size = size;
|
||||
}
|
||||
|
||||
@Override
|
||||
public Double apply(Genotype<BitGene> gt) {
|
||||
KnapsackItem sum = ((BitChromosome) gt.getChromosome()).ones()
|
||||
.mapToObj(i -> items[i])
|
||||
.collect(KnapsackItem.toSum());
|
||||
return sum.size <= this.size ? sum.value : 0;
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,34 @@
|
||||
package com.baeldung.algorithms.ga.jenetics;
|
||||
|
||||
import java.util.Random;
|
||||
import java.util.stream.Collector;
|
||||
|
||||
import org.jenetics.util.RandomRegistry;
|
||||
|
||||
public class KnapsackItem {
|
||||
|
||||
public double size;
|
||||
public double value;
|
||||
|
||||
public KnapsackItem(double size, double value) {
|
||||
this.size = size;
|
||||
this.value = value;
|
||||
}
|
||||
|
||||
protected static KnapsackItem random() {
|
||||
Random r = RandomRegistry.getRandom();
|
||||
return new KnapsackItem(r.nextDouble() * 100, r.nextDouble() * 100);
|
||||
}
|
||||
|
||||
protected static Collector<KnapsackItem, ?, KnapsackItem> toSum() {
|
||||
return Collector.of(() -> new double[2], (a, b) -> {
|
||||
a[0] += b.size;
|
||||
a[1] += b.value;
|
||||
} , (a, b) -> {
|
||||
a[0] += b[0];
|
||||
a[1] += b[1];
|
||||
return a;
|
||||
} , r -> new KnapsackItem(r[0], r[1]));
|
||||
}
|
||||
|
||||
}
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user