Merge remote-tracking branch 'upstream/master'

algorithms-miscellaneous-1/README.md

@@ -7,8 +7,6 @@ This module contains articles about algorithms. Some classes of algorithms, e.g.
 
 - [Validating Input With Finite Automata in Java](https://www.baeldung.com/java-finite-automata)
 - [Example of Hill Climbing Algorithm](https://www.baeldung.com/java-hill-climbing-algorithm)
-- [Monte Carlo Tree Search for Tic-Tac-Toe Game](https://www.baeldung.com/java-monte-carlo-tree-search)
-- [Binary Search Algorithm in Java](https://www.baeldung.com/java-binary-search)
 - [Introduction to Minimax Algorithm](https://www.baeldung.com/java-minimax-algorithm)
 - [How to Calculate Levenshtein Distance in Java?](https://www.baeldung.com/java-levenshtein-distance)
 - [How to Find the Kth Largest Element in Java](https://www.baeldung.com/java-kth-largest-element)

algorithms-miscellaneous-2/src/test/java/com/baeldung/algorithms/astar/Graph.java

@@ -0,0 +1,30 @@
+package com.baeldung.algorithms.astar;
+
+import java.util.Map;
+import java.util.Set;
+import java.util.stream.Collectors;
+
+
+public class Graph<T extends GraphNode> {
+    private final Set<T> nodes;
+
+    private final Map<String, Set<String>> connections;
+
+    public Graph(Set<T> nodes, Map<String, Set<String>> connections) {
+        this.nodes = nodes;
+        this.connections = connections;
+    }
+
+    public T getNode(String id) {
+        return nodes.stream()
+            .filter(node -> node.getId().equals(id))
+            .findFirst()
+            .orElseThrow(() -> new IllegalArgumentException("No node found with ID"));
+    }
+
+    public Set<T> getConnections(T node) {
+        return connections.get(node.getId()).stream()
+            .map(this::getNode)
+            .collect(Collectors.toSet());
+    }
+}

algorithms-miscellaneous-2/src/test/java/com/baeldung/algorithms/astar/GraphNode.java

@@ -0,0 +1,5 @@
+package com.baeldung.algorithms.astar;
+
+public interface GraphNode {
+    String getId();
+}

algorithms-miscellaneous-2/src/test/java/com/baeldung/algorithms/astar/RouteFinder.java

@@ -0,0 +1,66 @@
+package com.baeldung.algorithms.astar;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.PriorityQueue;
+import java.util.Queue;
+import java.util.stream.Collectors;
+
+public class RouteFinder<T extends GraphNode> {
+    private final Graph<T> graph;
+    private final Scorer<T> nextNodeScorer;
+    private final Scorer<T> targetScorer;
+
+    public RouteFinder(Graph<T> graph, Scorer<T> nextNodeScorer, Scorer<T> targetScorer) {
+        this.graph = graph;
+        this.nextNodeScorer = nextNodeScorer;
+        this.targetScorer = targetScorer;
+    }
+
+    public List<T> findRoute(T from, T to) {
+        Map<T, RouteNode<T>> allNodes = new HashMap<>();
+        Queue<RouteNode> openSet = new PriorityQueue<>();
+
+        RouteNode<T> start = new RouteNode<>(from, null, 0d, targetScorer.computeCost(from, to));
+        allNodes.put(from, start);
+        openSet.add(start);
+
+        while (!openSet.isEmpty()) {
+            System.out.println("Open Set contains: " + openSet.stream().map(RouteNode::getCurrent).collect(Collectors.toSet()));
+            RouteNode<T> next = openSet.poll();
+            System.out.println("Looking at node: " + next);
+            if (next.getCurrent().equals(to)) {
+                System.out.println("Found our destination!");
+
+                List<T> route = new ArrayList<>();
+                RouteNode<T> current = next;
+                do {
+                    route.add(0, current.getCurrent());
+                    current = allNodes.get(current.getPrevious());
+                } while (current != null);
+
+                System.out.println("Route: " + route);
+                return route;
+            }
+
+            graph.getConnections(next.getCurrent()).forEach(connection -> {
+                double newScore = next.getRouteScore() + nextNodeScorer.computeCost(next.getCurrent(), connection);
+                RouteNode<T> nextNode = allNodes.getOrDefault(connection, new RouteNode<>(connection));
+                allNodes.put(connection, nextNode);
+
+                if (nextNode.getRouteScore() > newScore) {
+                    nextNode.setPrevious(next.getCurrent());
+                    nextNode.setRouteScore(newScore);
+                    nextNode.setEstimatedScore(newScore + targetScorer.computeCost(connection, to));
+                    openSet.add(nextNode);
+                    System.out.println("Found a better route to node: " + nextNode);
+                }
+            });
+        }
+
+        throw new IllegalStateException("No route found");
+    }
+
+}

algorithms-miscellaneous-2/src/test/java/com/baeldung/algorithms/astar/RouteNode.java

@@ -0,0 +1,67 @@
+package com.baeldung.algorithms.astar;
+
+import java.util.StringJoiner;
+
+class RouteNode<T extends GraphNode> implements Comparable<RouteNode> {
+    private final T current;
+    private T previous;
+    private double routeScore;
+    private double estimatedScore;
+
+    RouteNode(T current) {
+        this(current, null, Double.POSITIVE_INFINITY, Double.POSITIVE_INFINITY);
+    }
+
+    RouteNode(T current, T previous, double routeScore, double estimatedScore) {
+        this.current = current;
+        this.previous = previous;
+        this.routeScore = routeScore;
+        this.estimatedScore = estimatedScore;
+    }
+
+    T getCurrent() {
+        return current;
+    }
+
+    T getPrevious() {
+        return previous;
+    }
+
+    double getRouteScore() {
+        return routeScore;
+    }
+
+    double getEstimatedScore() {
+        return estimatedScore;
+    }
+
+    void setPrevious(T previous) {
+        this.previous = previous;
+    }
+
+    void setRouteScore(double routeScore) {
+        this.routeScore = routeScore;
+    }
+
+    void setEstimatedScore(double estimatedScore) {
+        this.estimatedScore = estimatedScore;
+    }
+
+    @Override
+    public int compareTo(RouteNode other) {
+        if (this.estimatedScore > other.estimatedScore) {
+            return 1;
+        } else if (this.estimatedScore < other.estimatedScore) {
+            return -1;
+        } else {
+            return 0;
+        }
+    }
+
+    @Override
+    public String toString() {
+        return new StringJoiner(", ", RouteNode.class.getSimpleName() + "[", "]").add("current=" + current)
+            .add("previous=" + previous).add("routeScore=" + routeScore).add("estimatedScore=" + estimatedScore)
+            .toString();
+    }
+}

algorithms-miscellaneous-2/src/test/java/com/baeldung/algorithms/astar/Scorer.java

@@ -0,0 +1,5 @@
+package com.baeldung.algorithms.astar;
+
+public interface Scorer<T extends GraphNode> {
+    double computeCost(T from, T to);
+}

algorithms-miscellaneous-2/src/test/java/com/baeldung/algorithms/astar/underground/HaversineScorer.java

@@ -0,0 +1,19 @@
+package com.baeldung.algorithms.astar.underground;
+
+import com.baeldung.algorithms.astar.Scorer;
+
+public class HaversineScorer implements Scorer<Station> {
+    @Override
+    public double computeCost(Station from, Station to) {
+        double R = 6372.8; // In kilometers
+
+        double dLat = Math.toRadians(to.getLatitude() - from.getLatitude());
+        double dLon = Math.toRadians(to.getLongitude() - from.getLongitude());
+        double lat1 = Math.toRadians(from.getLatitude());
+        double lat2 = Math.toRadians(to.getLatitude());
+
+        double a = Math.pow(Math.sin(dLat / 2),2) + Math.pow(Math.sin(dLon / 2),2) * Math.cos(lat1) * Math.cos(lat2);
+        double c = 2 * Math.asin(Math.sqrt(a));
+        return R * c;
+    }
+}

algorithms-miscellaneous-2/src/test/java/com/baeldung/algorithms/astar/underground/Station.java

@@ -0,0 +1,42 @@
+package com.baeldung.algorithms.astar.underground;
+
+import java.util.StringJoiner;
+
+import com.baeldung.algorithms.astar.GraphNode;
+
+public class Station implements GraphNode {
+    private final String id;
+    private final String name;
+    private final double latitude;
+    private final double longitude;
+
+    public Station(String id, String name, double latitude, double longitude) {
+        this.id = id;
+        this.name = name;
+        this.latitude = latitude;
+        this.longitude = longitude;
+    }
+
+    @Override
+    public String getId() {
+        return id;
+    }
+
+    public String getName() {
+        return name;
+    }
+
+    public double getLatitude() {
+        return latitude;
+    }
+
+    public double getLongitude() {
+        return longitude;
+    }
+
+    @Override
+    public String toString() {
+        return new StringJoiner(", ", Station.class.getSimpleName() + "[", "]").add("id='" + id + "'")
+            .add("name='" + name + "'").add("latitude=" + latitude).add("longitude=" + longitude).toString();
+    }
+}

algorithms-miscellaneous-3/README.md

@@ -14,8 +14,6 @@ This module contains articles about algorithms. Some classes of algorithms, e.g.
 - [A Guide to the Folding Technique in Java](https://www.baeldung.com/folding-hashing-technique)
 - [Creating a Triangle with for Loops in Java](https://www.baeldung.com/java-print-triangle)
 - [Efficient Word Frequency Calculator in Java](https://www.baeldung.com/java-word-frequency)
-- [Interpolation Search in Java](https://www.baeldung.com/java-interpolation-search)
 - [The K-Means Clustering Algorithm in Java](https://www.baeldung.com/java-k-means-clustering-algorithm)
 - [Creating a Custom Annotation in Java](https://www.baeldung.com/java-custom-annotation)
-- [Breadth-First Search Algorithm in Java](https://www.baeldung.com/java-breadth-first-search)
 - More articles: [[<-- prev]](/algorithms-miscellaneous-2) [[next -->]](/algorithms-miscellaneous-4)

algorithms-miscellaneous-4/README.md

@@ -5,10 +5,10 @@ This module contains articles about algorithms. Some classes of algorithms, e.g.
 ### Relevant articles:
 
 - [Multi-Swarm Optimization Algorithm in Java](https://www.baeldung.com/java-multi-swarm-algorithm)
-- [String Search Algorithms for Large Texts](https://www.baeldung.com/java-full-text-search-algorithms)
 - [Check If a String Contains All The Letters of The Alphabet](https://www.baeldung.com/java-string-contains-all-letters)
 - [Find the Middle Element of a Linked List](https://www.baeldung.com/java-linked-list-middle-element)
 - [Find Substrings That Are Palindromes in Java](https://www.baeldung.com/java-palindrome-substrings)
 - [Find the Longest Substring without Repeating Characters](https://www.baeldung.com/java-longest-substring-without-repeated-characters)
 - [Permutations of an Array in Java](https://www.baeldung.com/java-array-permutations)
+- [Find the Smallest Missing Integer in an Array](https://www.baeldung.com/java-smallest-missing-integer-in-array)
 - More articles: [[<-- prev]](/algorithms-miscellaneous-3) [[next -->]](/algorithms-miscellaneous-5)

algorithms-miscellaneous-4/src/test/java/com/baeldung/algorithms/StringSearchAlgorithmsUnitTest.java

@@ -1,25 +0,0 @@
-package com.baeldung.algorithms;
-
-
-import org.junit.Assert;
-import org.junit.Test;
-
-import com.baeldung.algorithms.string.search.StringSearchAlgorithms;
-
-public class StringSearchAlgorithmsUnitTest {
-	
-	
-	@Test
-	public void testStringSearchAlgorithms(){
-		String text = "This is some nice text.";
-		String pattern = "some";
-		
-		int realPosition = text.indexOf(pattern);
-        Assert.assertTrue(realPosition == StringSearchAlgorithms.simpleTextSearch(pattern.toCharArray(), text.toCharArray()));
-        Assert.assertTrue(realPosition == StringSearchAlgorithms.RabinKarpMethod(pattern.toCharArray(), text.toCharArray()));
-        Assert.assertTrue(realPosition == StringSearchAlgorithms.KnuthMorrisPrattSearch(pattern.toCharArray(), text.toCharArray()));
-        Assert.assertTrue(realPosition == StringSearchAlgorithms.BoyerMooreHorspoolSimpleSearch(pattern.toCharArray(), text.toCharArray()));
-        Assert.assertTrue(realPosition == StringSearchAlgorithms.BoyerMooreHorspoolSearch(pattern.toCharArray(), text.toCharArray()));
-	}
-
-}

algorithms-miscellaneous-5/README.md

@@ -9,4 +9,5 @@ This module contains articles about algorithms. Some classes of algorithms, e.g.
 - [Reversing a Binary Tree in Java](https://www.baeldung.com/java-reversing-a-binary-tree)
 - [Find If Two Numbers Are Relatively Prime in Java](https://www.baeldung.com/java-two-relatively-prime-numbers)
 - [Knapsack Problem Implementation in Java](https://www.baeldung.com/java-knapsack)
+- [How to Determine if a Binary Tree is Balanced](https://www.baeldung.com/java-balanced-binary-tree)
 - More articles: [[<-- prev]](/../algorithms-miscellaneous-4)

algorithms-miscellaneous-5/pom.xml

@@ -17,6 +17,11 @@
             <artifactId>commons-codec</artifactId>
             <version>${commons-codec.version}</version>
         </dependency>
+        <dependency>
+            <groupId>org.apache.commons</groupId>
+            <artifactId>commons-math3</artifactId>
+            <version>${commons-math3.version}</version>
+        </dependency>
         <dependency>
             <groupId>org.projectlombok</groupId>
             <artifactId>lombok</artifactId>
@@ -28,6 +33,7 @@
             <artifactId>tradukisto</artifactId>
             <version>${tradukisto.version}</version>
         </dependency>
+
         <dependency>
             <groupId>org.assertj</groupId>
             <artifactId>assertj-core</artifactId>
@@ -52,6 +58,7 @@
         <tradukisto.version>1.0.1</tradukisto.version>
         <org.assertj.core.version>3.9.0</org.assertj.core.version>
         <commons-codec.version>1.11</commons-codec.version>
+        <commons-math3.version>3.6.1</commons-math3.version>
     </properties>
 
 </project>

algorithms-miscellaneous-5/src/main/java/com/baeldung/algorithms/caesarcipher/CaesarCipher.java

@@ -0,0 +1,83 @@
+package com.baeldung.algorithms.caesarcipher;
+
+import org.apache.commons.math3.stat.inference.ChiSquareTest;
+
+import java.util.Arrays;
+import java.util.stream.IntStream;
+
+public class CaesarCipher {
+    private static final char LETTER_A = 'a';
+    private static final char LETTER_Z = 'z';
+    private static final int ALPHABET_SIZE = LETTER_Z - LETTER_A + 1;
+    private static final double[] ENGLISH_LETTERS_PROBABILITIES = {0.073, 0.009, 0.030, 0.044, 0.130, 0.028, 0.016, 0.035, 0.074, 0.002, 0.003, 0.035, 0.025, 0.078, 0.074, 0.027, 0.003, 0.077, 0.063, 0.093, 0.027, 0.013, 0.016, 0.005, 0.019, 0.001};
+
+    public String cipher(String message, int offset) {
+        StringBuilder result = new StringBuilder();
+
+        for (char character : message.toCharArray()) {
+            if (character != ' ') {
+                int originalAlphabetPosition = character - LETTER_A;
+                int newAlphabetPosition = (originalAlphabetPosition + offset) % ALPHABET_SIZE;
+                char newCharacter = (char) (LETTER_A + newAlphabetPosition);
+                result.append(newCharacter);
+            } else {
+                result.append(character);
+            }
+        }
+
+        return result.toString();
+    }
+
+    public String decipher(String message, int offset) {
+        return cipher(message, ALPHABET_SIZE - (offset % ALPHABET_SIZE));
+    }
+
+    public int breakCipher(String message) {
+        return probableOffset(chiSquares(message));
+    }
+
+    private double[] chiSquares(String message) {
+        double[] expectedLettersFrequencies = expectedLettersFrequencies(message.length());
+
+        double[] chiSquares = new double[ALPHABET_SIZE];
+
+        for (int offset = 0; offset < chiSquares.length; offset++) {
+            String decipheredMessage = decipher(message, offset);
+            long[] lettersFrequencies = observedLettersFrequencies(decipheredMessage);
+            double chiSquare = new ChiSquareTest().chiSquare(expectedLettersFrequencies, lettersFrequencies);
+            chiSquares[offset] = chiSquare;
+        }
+
+        return chiSquares;
+    }
+
+    private long[] observedLettersFrequencies(String message) {
+        return IntStream.rangeClosed(LETTER_A, LETTER_Z)
+          .mapToLong(letter -> countLetter((char) letter, message))
+          .toArray();
+    }
+
+    private long countLetter(char letter, String message) {
+        return message.chars()
+          .filter(character -> character == letter)
+          .count();
+    }
+
+    private double[] expectedLettersFrequencies(int messageLength) {
+        return Arrays.stream(ENGLISH_LETTERS_PROBABILITIES)
+          .map(probability -> probability * messageLength)
+          .toArray();
+    }
+
+    private int probableOffset(double[] chiSquares) {
+        int probableOffset = 0;
+        for (int offset = 0; offset < chiSquares.length; offset++) {
+            System.out.println(String.format("Chi-Square for offset %d: %.2f", offset, chiSquares[offset]));
+            if (chiSquares[offset] < chiSquares[probableOffset]) {
+                probableOffset = offset;
+            }
+        }
+
+        return probableOffset;
+    }
+}

algorithms-miscellaneous-5/src/test/java/com/baeldung/algorithms/caesarcipher/CaesarCipherUnitTest.java

@@ -0,0 +1,83 @@
+package com.baeldung.algorithms.caesarcipher;
+
+import org.junit.jupiter.api.Test;
+
+import static org.assertj.core.api.Assertions.assertThat;
+
+class CaesarCipherUnitTest {
+    private static final String SENTENCE = "he told me i could never teach a llama to drive";
+    private static final String SENTENCE_SHIFTED_THREE = "kh wrog ph l frxog qhyhu whdfk d oodpd wr gulyh";
+    private static final String SENTENCE_SHIFTED_TEN = "ro dyvn wo s myevn xofob dokmr k vvkwk dy nbsfo";
+
+    private CaesarCipher algorithm = new CaesarCipher();
+
+    @Test
+    void givenSentenceAndShiftThree_whenCipher_thenCipheredMessageWithoutOverflow() {
+        String cipheredSentence = algorithm.cipher(SENTENCE, 3);
+
+        assertThat(cipheredSentence)
+          .isEqualTo(SENTENCE_SHIFTED_THREE);
+    }
+
+    @Test
+    void givenSentenceAndShiftTen_whenCipher_thenCipheredMessageWithOverflow() {
+        String cipheredSentence = algorithm.cipher(SENTENCE, 10);
+
+        assertThat(cipheredSentence)
+          .isEqualTo(SENTENCE_SHIFTED_TEN);
+    }
+
+    @Test
+    void givenSentenceAndShiftThirtySix_whenCipher_thenCipheredLikeTenMessageWithOverflow() {
+        String cipheredSentence = algorithm.cipher(SENTENCE, 36);
+
+        assertThat(cipheredSentence)
+          .isEqualTo(SENTENCE_SHIFTED_TEN);
+    }
+
+    @Test
+    void givenSentenceShiftedThreeAndShiftThree_whenDecipher_thenOriginalSentenceWithoutOverflow() {
+        String decipheredSentence = algorithm.decipher(SENTENCE_SHIFTED_THREE, 3);
+
+        assertThat(decipheredSentence)
+          .isEqualTo(SENTENCE);
+    }
+
+    @Test
+    void givenSentenceShiftedTenAndShiftTen_whenDecipher_thenOriginalSentenceWithOverflow() {
+        String decipheredSentence = algorithm.decipher(SENTENCE_SHIFTED_TEN, 10);
+
+        assertThat(decipheredSentence)
+          .isEqualTo(SENTENCE);
+    }
+
+    @Test
+    void givenSentenceShiftedTenAndShiftThirtySix_whenDecipher_thenOriginalSentenceWithOverflow() {
+        String decipheredSentence = algorithm.decipher(SENTENCE_SHIFTED_TEN, 36);
+
+        assertThat(decipheredSentence)
+          .isEqualTo(SENTENCE);
+    }
+
+    @Test
+    void givenSentenceShiftedThree_whenBreakCipher_thenOriginalSentence() {
+        int offset = algorithm.breakCipher(SENTENCE_SHIFTED_THREE);
+
+        assertThat(offset)
+          .isEqualTo(3);
+
+        assertThat(algorithm.decipher(SENTENCE_SHIFTED_THREE, offset))
+          .isEqualTo(SENTENCE);
+    }
+
+    @Test
+    void givenSentenceShiftedTen_whenBreakCipher_thenOriginalSentence() {
+        int offset = algorithm.breakCipher(SENTENCE_SHIFTED_TEN);
+
+        assertThat(offset)
+          .isEqualTo(10);
+
+        assertThat(algorithm.decipher(SENTENCE_SHIFTED_TEN, offset))
+          .isEqualTo(SENTENCE);
+    }
+}

algorithms-searching/README.md

@@ -0,0 +1,11 @@
+## Algorithms - Searching
+
+This module contains articles about searching algorithms.
+
+### Relevant articles:
+- [Binary Search Algorithm in Java](https://www.baeldung.com/java-binary-search)
+- [Depth First Search in Java](https://www.baeldung.com/java-depth-first-search)
+- [Interpolation Search in Java](https://www.baeldung.com/java-interpolation-search)
+- [Breadth-First Search Algorithm in Java](https://www.baeldung.com/java-breadth-first-search)
+- [String Search Algorithms for Large Texts](https://www.baeldung.com/java-full-text-search-algorithms)
+- [Monte Carlo Tree Search for Tic-Tac-Toe Game](https://www.baeldung.com/java-monte-carlo-tree-search)

algorithms-searching/pom.xml

@@ -0,0 +1,37 @@
+<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>
+    <artifactId>algorithms-searching</artifactId>
+    <version>0.0.1-SNAPSHOT</version>
+    <name>algorithms-searching</name>
+
+    <parent>
+        <groupId>com.baeldung</groupId>
+        <artifactId>parent-modules</artifactId>
+        <version>1.0.0-SNAPSHOT</version>
+    </parent>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.assertj</groupId>
+            <artifactId>assertj-core</artifactId>
+            <version>${org.assertj.core.version}</version>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <finalName>algorithms-searching</finalName>
+        <resources>
+            <resource>
+                <directory>src/main/resources</directory>
+                <filtering>true</filtering>
+            </resource>
+        </resources>
+    </build>
+
+    <properties>
+        <org.assertj.core.version>3.9.0</org.assertj.core.version>
+    </properties>
+
+</project>

algorithms-searching/src/main/java/com/baeldung/algorithms/binarysearch/BinarySearch.java

@@ -1,55 +1,55 @@
-package com.baeldung.algorithms.binarysearch;
+package com.baeldung.algorithms.binarysearch;
-
+
-import java.util.Arrays;
+import java.util.Arrays;
-import java.util.Collections;
+import java.util.Collections;
-import java.util.List;
+import java.util.List;
-
+
-public class BinarySearch {
+public class BinarySearch {
-
+
-    public int runBinarySearchIteratively(int[] sortedArray, int key, int low, int high) {
+    public int runBinarySearchIteratively(int[] sortedArray, int key, int low, int high) {
-
+
-        int index = Integer.MAX_VALUE;
+        int index = Integer.MAX_VALUE;
-
+
-        while (low <= high) {
+        while (low <= high) {
-
+
-            int mid = (low + high) / 2;
+            int mid = (low + high) / 2;
-
+
-            if (sortedArray[mid] < key) {
+            if (sortedArray[mid] < key) {
-                low = mid + 1;
+                low = mid + 1;
-            } else if (sortedArray[mid] > key) {
+            } else if (sortedArray[mid] > key) {
-                high = mid - 1;
+                high = mid - 1;
-            } else if (sortedArray[mid] == key) {
+            } else if (sortedArray[mid] == key) {
-                index = mid;
+                index = mid;
-                break;
+                break;
-            }
+            }
-        }
+        }
-        return index;
+        return index;
-    }
+    }
-
+
-    public int runBinarySearchRecursively(int[] sortedArray, int key, int low, int high) {
+    public int runBinarySearchRecursively(int[] sortedArray, int key, int low, int high) {
-
+
-        int middle = (low + high) / 2;
+        int middle = (low + high) / 2;
-        if (high < low) {
+        if (high < low) {
-            return -1;
+            return -1;
-        }
+        }
-
+
-        if (key == sortedArray[middle]) {
+        if (key == sortedArray[middle]) {
-          return middle;
+          return middle;
-        } else if (key < sortedArray[middle]) {
+        } else if (key < sortedArray[middle]) {
-          return runBinarySearchRecursively(sortedArray, key, low, middle - 1);
+          return runBinarySearchRecursively(sortedArray, key, low, middle - 1);
-        } else {
+        } else {
-          return runBinarySearchRecursively(sortedArray, key, middle + 1, high);
+          return runBinarySearchRecursively(sortedArray, key, middle + 1, high);
-        }
+        }
-    }
+    }
-
+
-    public int runBinarySearchUsingJavaArrays(int[] sortedArray, Integer key) {
+    public int runBinarySearchUsingJavaArrays(int[] sortedArray, Integer key) {
-        int index = Arrays.binarySearch(sortedArray, key);
+        int index = Arrays.binarySearch(sortedArray, key);
-        return index;
+        return index;
-    }
+    }
-
+
-    public int runBinarySearchUsingJavaCollections(List<Integer> sortedList, Integer key) {
+    public int runBinarySearchUsingJavaCollections(List<Integer> sortedList, Integer key) {
-        int index = Collections.binarySearch(sortedList, key);
+        int index = Collections.binarySearch(sortedList, key);
-        return index;
+        return index;
-    }
+    }
-
+
-}
+}

algorithms-searching/src/main/java/com/baeldung/algorithms/dfs/BinaryTree.java

@@ -0,0 +1,227 @@
+package com.baeldung.algorithms.dfs;
+
+import java.util.LinkedList;
+import java.util.Queue;
+import java.util.Stack;
+
+public class BinaryTree {
+
+    Node root;
+
+    public void add(int value) {
+        root = addRecursive(root, value);
+    }
+
+    private Node addRecursive(Node current, int value) {
+
+        if (current == null) {
+            return new Node(value);
+        }
+
+        if (value < current.value) {
+            current.left = addRecursive(current.left, value);
+        } else if (value > current.value) {
+            current.right = addRecursive(current.right, value);
+        }
+
+        return current;
+    }
+
+    public boolean isEmpty() {
+        return root == null;
+    }
+
+    public int getSize() {
+        return getSizeRecursive(root);
+    }
+
+    private int getSizeRecursive(Node current) {
+        return current == null ? 0 : getSizeRecursive(current.left) + 1 + getSizeRecursive(current.right);
+    }
+
+    public boolean containsNode(int value) {
+        return containsNodeRecursive(root, value);
+    }
+
+    private boolean containsNodeRecursive(Node current, int value) {
+        if (current == null) {
+            return false;
+        }
+
+        if (value == current.value) {
+            return true;
+        }
+
+        return value < current.value
+          ? containsNodeRecursive(current.left, value)
+          : containsNodeRecursive(current.right, value);
+    }
+
+    public void delete(int value) {
+        root = deleteRecursive(root, value);
+    }
+
+    private Node deleteRecursive(Node current, int value) {
+        if (current == null) {
+            return null;
+        }
+
+        if (value == current.value) {
+            // Case 1: no children
+            if (current.left == null && current.right == null) {
+                return null;
+            }
+
+            // Case 2: only 1 child
+            if (current.right == null) {
+                return current.left;
+            }
+
+            if (current.left == null) {
+                return current.right;
+            }
+
+            // Case 3: 2 children
+            int smallestValue = findSmallestValue(current.right);
+            current.value = smallestValue;
+            current.right = deleteRecursive(current.right, smallestValue);
+            return current;
+        }
+        if (value < current.value) {
+            current.left = deleteRecursive(current.left, value);
+            return current;
+        }
+
+        current.right = deleteRecursive(current.right, value);
+        return current;
+    }
+
+    private int findSmallestValue(Node root) {
+        return root.left == null ? root.value : findSmallestValue(root.left);
+    }
+
+    public void traverseInOrder(Node node) {
+        if (node != null) {
+            traverseInOrder(node.left);
+            visit(node.value);
+            traverseInOrder(node.right);
+        }
+    }
+
+    public void traversePreOrder(Node node) {
+        if (node != null) {
+            visit(node.value);
+            traversePreOrder(node.left);
+            traversePreOrder(node.right);
+        }
+    }
+
+    public void traversePostOrder(Node node) {
+        if (node != null) {
+            traversePostOrder(node.left);
+            traversePostOrder(node.right);
+            visit(node.value);
+        }
+    }
+
+    public void traverseLevelOrder() {
+        if (root == null) {
+            return;
+        }
+
+        Queue<Node> nodes = new LinkedList<>();
+        nodes.add(root);
+
+        while (!nodes.isEmpty()) {
+
+            Node node = nodes.remove();
+
+            System.out.print(" " + node.value);
+
+            if (node.left != null) {
+                nodes.add(node.left);
+            }
+
+            if (node.left != null) {
+                nodes.add(node.right);
+            }
+        }
+    }
+
+    
+    public void traverseInOrderWithoutRecursion() {
+        Stack<Node> stack = new Stack<Node>();
+        Node current = root;
+        stack.push(root);
+        while(! stack.isEmpty()) {
+            while(current.left != null) {
+                current = current.left;                
+                stack.push(current);                
+            }
+            current = stack.pop();
+            visit(current.value);
+            if(current.right != null) {
+                current = current.right;                
+                stack.push(current);
+            }
+        }
+    }
+    
+    public void traversePreOrderWithoutRecursion() {
+        Stack<Node> stack = new Stack<Node>();
+        Node current = root;
+        stack.push(root);
+        while(! stack.isEmpty()) {
+            current = stack.pop();
+            visit(current.value);
+            
+            if(current.right != null)
+                stack.push(current.right);
+                
+            if(current.left != null)
+                stack.push(current.left);
+        }        
+    }
+    
+    public void traversePostOrderWithoutRecursion() {
+        Stack<Node> stack = new Stack<Node>();
+        Node prev = root;
+        Node current = root;
+        stack.push(root);
+
+        while (!stack.isEmpty()) {
+            current = stack.peek();
+            boolean hasChild = (current.left != null || current.right != null);
+            boolean isPrevLastChild = (prev == current.right || (prev == current.left && current.right == null));
+
+            if (!hasChild || isPrevLastChild) {
+                current = stack.pop();
+                visit(current.value);
+                prev = current;
+            } else {
+                if (current.right != null) {
+                    stack.push(current.right);
+                }
+                if (current.left != null) {
+                    stack.push(current.left);
+                }
+            }
+        }   
+    }    
+    
+    private void visit(int value) {
+        System.out.print(" " + value);        
+    }
+    
+    class Node {
+        int value;
+        Node left;
+        Node right;
+
+        Node(int value) {
+            this.value = value;
+            right = null;
+            left = null;
+        }
+    }
+}

algorithms-searching/src/main/java/com/baeldung/algorithms/dfs/Graph.java

@@ -1,4 +1,4 @@
-package com.baeldung.graph;
+package com.baeldung.algorithms.dfs;
 
 import java.util.ArrayList;
 import java.util.HashMap;