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| 1 | +package com.thealgorithms.maths; |
| 2 | + |
| 3 | +import static org.junit.jupiter.api.Assertions.assertArrayEquals; |
| 4 | + |
| 5 | +import org.junit.jupiter.api.Test; |
| 6 | + |
| 7 | +public class ConvolutionTest { |
| 8 | + |
| 9 | + @Test |
| 10 | + public void testConvolutionBasic() { |
| 11 | + double[] signalA = {1, 2, 3}; |
| 12 | + double[] signalB = {4, 5, 6}; |
| 13 | + double[] expected = {4, 13, 28, 27, 18}; // Expected output |
| 14 | + |
| 15 | + double[] result = Convolution.convolution(signalA, signalB); |
| 16 | + |
| 17 | + assertArrayEquals(expected, result, 1e-9); // Allowing for floating-point precision |
| 18 | + } |
| 19 | + |
| 20 | + @Test |
| 21 | + public void testConvolutionWithZeroElements() { |
| 22 | + double[] signalA = {0, 0, 0}; |
| 23 | + double[] signalB = {1, 2, 3}; |
| 24 | + double[] expected = {0, 0, 0, 0, 0}; // All values should remain zero |
| 25 | + |
| 26 | + double[] result = Convolution.convolution(signalA, signalB); |
| 27 | + |
| 28 | + assertArrayEquals(expected, result, 1e-9); |
| 29 | + } |
| 30 | + |
| 31 | + @Test |
| 32 | + public void testConvolutionSingleElement() { |
| 33 | + double[] signalA = {2}; |
| 34 | + double[] signalB = {3}; |
| 35 | + double[] expected = {6}; // 2 * 3 = 6 |
| 36 | + |
| 37 | + double[] result = Convolution.convolution(signalA, signalB); |
| 38 | + |
| 39 | + assertArrayEquals(expected, result, 1e-9); |
| 40 | + } |
| 41 | + |
| 42 | + @Test |
| 43 | + public void testConvolutionWithDifferentSizes() { |
| 44 | + double[] signalA = {1, 2}; |
| 45 | + double[] signalB = {3, 4, 5}; |
| 46 | + double[] expected = {3, 10, 13, 10}; // Expected output |
| 47 | + |
| 48 | + double[] result = Convolution.convolution(signalA, signalB); |
| 49 | + |
| 50 | + assertArrayEquals(expected, result, 1e-9); |
| 51 | + } |
| 52 | + |
| 53 | + @Test |
| 54 | + public void testConvolutionWithNegativeValues() { |
| 55 | + double[] signalA = {1, -2, 3}; |
| 56 | + double[] signalB = {-1, 2, -3}; |
| 57 | + double[] expected = {-1, 4, -10, 12, -9}; // Expected output |
| 58 | + |
| 59 | + double[] result = Convolution.convolution(signalA, signalB); |
| 60 | + |
| 61 | + assertArrayEquals(expected, result, 1e-9); |
| 62 | + } |
| 63 | + |
| 64 | + @Test |
| 65 | + public void testConvolutionWithLargeNumbers() { |
| 66 | + double[] signalA = {1e6, 2e6}; |
| 67 | + double[] signalB = {3e6, 4e6}; |
| 68 | + double[] expected = {3e12, 1e13, 8e12}; // Expected output with large numbers |
| 69 | + |
| 70 | + double[] result = Convolution.convolution(signalA, signalB); |
| 71 | + |
| 72 | + assertArrayEquals(expected, result, 1e-9); |
| 73 | + } |
| 74 | +} |
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