Add AllConstruct algorithm (#5791)

This commit is contained in:
Hardik Pawar
2024-10-26 20:10:17 +05:30
committed by GitHub
parent 94daff0895
commit 196cc60982
3 changed files with 101 additions and 0 deletions

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@ -275,6 +275,7 @@
* [TilingProblem](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/divideandconquer/TilingProblem.java) * [TilingProblem](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/divideandconquer/TilingProblem.java)
* dynamicprogramming * dynamicprogramming
* [Abbreviation](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/dynamicprogramming/Abbreviation.java) * [Abbreviation](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/dynamicprogramming/Abbreviation.java)
* [AllConstruct](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/dynamicprogramming/AllConstruct.java)
* [AssignmentUsingBitmask](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/dynamicprogramming/AssignmentUsingBitmask.java) * [AssignmentUsingBitmask](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/dynamicprogramming/AssignmentUsingBitmask.java)
* [BoardPath](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/dynamicprogramming/BoardPath.java) * [BoardPath](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/dynamicprogramming/BoardPath.java)
* [BoundaryFill](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/dynamicprogramming/BoundaryFill.java) * [BoundaryFill](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/dynamicprogramming/BoundaryFill.java)
@ -930,6 +931,7 @@
* [TilingProblemTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/divideandconquer/TilingProblemTest.java) * [TilingProblemTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/divideandconquer/TilingProblemTest.java)
* dynamicprogramming * dynamicprogramming
* [AbbreviationTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/dynamicprogramming/AbbreviationTest.java) * [AbbreviationTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/dynamicprogramming/AbbreviationTest.java)
* [AllConstructTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/dynamicprogramming/AllConstructTest.java)
* [AssignmentUsingBitmaskTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/dynamicprogramming/AssignmentUsingBitmaskTest.java) * [AssignmentUsingBitmaskTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/dynamicprogramming/AssignmentUsingBitmaskTest.java)
* [BoardPathTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/dynamicprogramming/BoardPathTest.java) * [BoardPathTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/dynamicprogramming/BoardPathTest.java)
* [BoundaryFillTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/dynamicprogramming/BoundaryFillTest.java) * [BoundaryFillTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/dynamicprogramming/BoundaryFillTest.java)

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package com.thealgorithms.dynamicprogramming;
import java.util.ArrayList;
import java.util.List;
/**
* This class provides a solution to the "All Construct" problem.
*
* The problem is to determine all the ways a target string can be constructed
* from a given list of substrings. Each substring in the word bank can be used
* multiple times, and the order of substrings matters.
*
* @author Hardvan
*/
public final class AllConstruct {
private AllConstruct() {
}
/**
* Finds all possible ways to construct the target string using substrings
* from the given word bank.
* Time Complexity: O(n * m * k), where n = length of the target,
* m = number of words in wordBank, and k = average length of a word.
*
* Space Complexity: O(n * m) due to the size of the table storing combinations.
*
* @param target The target string to construct.
* @param wordBank An iterable collection of substrings that can be used to construct the target.
* @return A list of lists, where each inner list represents one possible
* way of constructing the target string using the given word bank.
*/
public static List<List<String>> allConstruct(String target, Iterable<String> wordBank) {
List<List<List<String>>> table = new ArrayList<>(target.length() + 1);
for (int i = 0; i <= target.length(); i++) {
table.add(new ArrayList<>());
}
table.get(0).add(new ArrayList<>());
for (int i = 0; i <= target.length(); i++) {
if (!table.get(i).isEmpty()) {
for (String word : wordBank) {
if (i + word.length() <= target.length() && target.substring(i, i + word.length()).equals(word)) {
List<List<String>> newCombinations = new ArrayList<>();
for (List<String> combination : table.get(i)) {
List<String> newCombination = new ArrayList<>(combination);
newCombination.add(word);
newCombinations.add(newCombination);
}
table.get(i + word.length()).addAll(newCombinations);
}
}
}
}
return table.get(target.length());
}
}

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package com.thealgorithms.dynamicprogramming;
import static org.junit.jupiter.api.Assertions.assertEquals;
import java.util.Arrays;
import java.util.List;
import org.junit.jupiter.api.Test;
public class AllConstructTest {
@Test
public void testAllConstructBasic() {
List<List<String>> expected = Arrays.asList(Arrays.asList("he", "l", "l", "o"));
List<List<String>> result = AllConstruct.allConstruct("hello", Arrays.asList("he", "l", "o"));
assertEquals(expected, result);
}
@Test
public void testAllConstructMultipleWays() {
List<List<String>> expected = Arrays.asList(Arrays.asList("purp", "le"), Arrays.asList("p", "ur", "p", "le"));
List<List<String>> result = AllConstruct.allConstruct("purple", Arrays.asList("purp", "p", "ur", "le", "purpl"));
assertEquals(expected, result);
}
@Test
public void testAllConstructNoWays() {
List<List<String>> expected = Arrays.asList();
List<List<String>> result = AllConstruct.allConstruct("abcdef", Arrays.asList("gh", "ijk"));
assertEquals(expected, result);
}
@Test
public void testAllConstructEmptyTarget() {
List<List<String>> expected = Arrays.asList(Arrays.asList());
List<List<String>> result = AllConstruct.allConstruct("", Arrays.asList("a", "b", "c"));
assertEquals(expected, result);
}
}