mirror of
https://github.com/TheAlgorithms/Java.git
synced 2025-07-31 00:37:15 +08:00
158 lines
6.1 KiB
Java
158 lines
6.1 KiB
Java
package com.thealgorithms.maths;
|
|
|
|
import java.math.BigDecimal;
|
|
import java.util.Arrays;
|
|
import java.util.Objects;
|
|
import java.util.Optional;
|
|
import java.util.function.BiFunction;
|
|
import java.util.stream.IntStream;
|
|
|
|
/**
|
|
* @author: caos321
|
|
* @date: 31 October 2021 (Sunday)
|
|
*/
|
|
public class MatrixUtil {
|
|
|
|
public static boolean isValid(final BigDecimal[][] matrix) {
|
|
return matrix != null && matrix.length > 0 && matrix[0].length > 0;
|
|
}
|
|
|
|
public static boolean hasEqualSizes(final BigDecimal[][] matrix1, final BigDecimal[][] matrix2) {
|
|
return (isValid(matrix1) && isValid(matrix2) && matrix1.length == matrix2.length && matrix1[0].length == matrix2[0].length);
|
|
}
|
|
|
|
public static boolean canMultiply(final BigDecimal[][] matrix1, final BigDecimal[][] matrix2) {
|
|
return (isValid(matrix1) && isValid(matrix2) && matrix1[0].length == matrix2.length);
|
|
}
|
|
|
|
public static Optional<BigDecimal[][]> operate(final BigDecimal[][] matrix1, final BigDecimal[][] matrix2, final BiFunction<BigDecimal, BigDecimal, BigDecimal> operation) {
|
|
if (!hasEqualSizes(matrix1, matrix2)) {
|
|
return Optional.empty();
|
|
}
|
|
|
|
final int rowSize = matrix1.length;
|
|
final int columnSize = matrix1[0].length;
|
|
|
|
final BigDecimal[][] result = new BigDecimal[rowSize][columnSize];
|
|
|
|
IntStream.range(0, rowSize).forEach(rowIndex -> IntStream.range(0, columnSize).forEach(columnIndex -> {
|
|
final BigDecimal value1 = matrix1[rowIndex][columnIndex];
|
|
final BigDecimal value2 = matrix2[rowIndex][columnIndex];
|
|
|
|
result[rowIndex][columnIndex] = operation.apply(value1, value2);
|
|
}));
|
|
|
|
return Optional.of(result);
|
|
}
|
|
|
|
public static Optional<BigDecimal[][]> add(final BigDecimal[][] matrix1, final BigDecimal[][] matrix2) {
|
|
return operate(matrix1, matrix2, BigDecimal::add);
|
|
}
|
|
|
|
public static Optional<BigDecimal[][]> subtract(final BigDecimal[][] matrix1, final BigDecimal[][] matrix2) {
|
|
return operate(matrix1, matrix2, BigDecimal::subtract);
|
|
}
|
|
|
|
public static Optional<BigDecimal[][]> multiply(final BigDecimal[][] matrix1, final BigDecimal[][] matrix2) {
|
|
if (!canMultiply(matrix1, matrix2)) {
|
|
return Optional.empty();
|
|
}
|
|
|
|
final int size = matrix1[0].length;
|
|
|
|
final int matrix1RowSize = matrix1.length;
|
|
final int matrix2ColumnSize = matrix2[0].length;
|
|
|
|
final BigDecimal[][] result = new BigDecimal[matrix1RowSize][matrix2ColumnSize];
|
|
|
|
IntStream.range(0, matrix1RowSize)
|
|
.forEach(rowIndex
|
|
-> IntStream.range(0, matrix2ColumnSize)
|
|
.forEach(columnIndex
|
|
-> result[rowIndex][columnIndex] = IntStream.range(0, size)
|
|
.mapToObj(index -> {
|
|
final BigDecimal value1 = matrix1[rowIndex][index];
|
|
final BigDecimal value2 = matrix2[index][columnIndex];
|
|
|
|
return value1.multiply(value2);
|
|
})
|
|
.reduce(BigDecimal.ZERO, BigDecimal::add)));
|
|
|
|
return Optional.of(result);
|
|
}
|
|
|
|
public static void assertThat(final BigDecimal[][] actual, final BigDecimal[][] expected) {
|
|
if (!Objects.deepEquals(actual, expected)) {
|
|
throw new AssertionError(String.format("expected=%s but was actual=%s", Arrays.deepToString(expected), Arrays.deepToString(actual)));
|
|
}
|
|
}
|
|
|
|
public static void main(final String[] args) {
|
|
{
|
|
final BigDecimal[][] matrix1 = {
|
|
{new BigDecimal(3), new BigDecimal(2)},
|
|
{new BigDecimal(0), new BigDecimal(1)},
|
|
};
|
|
|
|
final BigDecimal[][] matrix2 = {
|
|
{new BigDecimal(1), new BigDecimal(3)},
|
|
{new BigDecimal(2), new BigDecimal(0)},
|
|
};
|
|
|
|
final BigDecimal[][] actual = add(matrix1, matrix2).orElseThrow(() -> new AssertionError("Could not compute matrix!"));
|
|
|
|
final BigDecimal[][] expected = {
|
|
{new BigDecimal(4), new BigDecimal(5)},
|
|
{new BigDecimal(2), new BigDecimal(1)},
|
|
};
|
|
|
|
assertThat(actual, expected);
|
|
}
|
|
|
|
{
|
|
final BigDecimal[][] matrix1 = {
|
|
{new BigDecimal(1), new BigDecimal(4)},
|
|
{new BigDecimal(5), new BigDecimal(6)},
|
|
};
|
|
|
|
final BigDecimal[][] matrix2 = {
|
|
{new BigDecimal(2), new BigDecimal(0)},
|
|
{new BigDecimal(-2), new BigDecimal(-3)},
|
|
};
|
|
|
|
final BigDecimal[][] actual = subtract(matrix1, matrix2).orElseThrow(() -> new AssertionError("Could not compute matrix!"));
|
|
|
|
final BigDecimal[][] expected = {
|
|
{new BigDecimal(-1), new BigDecimal(4)},
|
|
{new BigDecimal(7), new BigDecimal(9)},
|
|
};
|
|
|
|
assertThat(actual, expected);
|
|
}
|
|
|
|
{
|
|
final BigDecimal[][] matrix1 = {
|
|
{new BigDecimal(1), new BigDecimal(2), new BigDecimal(3)},
|
|
{new BigDecimal(4), new BigDecimal(5), new BigDecimal(6)},
|
|
{new BigDecimal(7), new BigDecimal(8), new BigDecimal(9)},
|
|
};
|
|
|
|
final BigDecimal[][] matrix2 = {
|
|
{new BigDecimal(1), new BigDecimal(2)},
|
|
{new BigDecimal(3), new BigDecimal(4)},
|
|
{new BigDecimal(5), new BigDecimal(6)},
|
|
};
|
|
|
|
final BigDecimal[][] actual = multiply(matrix1, matrix2).orElseThrow(() -> new AssertionError("Could not compute matrix!"));
|
|
|
|
final BigDecimal[][] expected = {
|
|
{new BigDecimal(22), new BigDecimal(28)},
|
|
{new BigDecimal(49), new BigDecimal(64)},
|
|
{new BigDecimal(76), new BigDecimal(100)},
|
|
};
|
|
|
|
assertThat(actual, expected);
|
|
}
|
|
}
|
|
}
|