BAEL-1215: Introduction to the Suanshu math library (#5469)
* BAEL-1215: Introduction to the Suanshu math library * Updated examples based on feedback.
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@ -711,6 +711,12 @@
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<version>${snakeyaml.version}</version>
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</dependency>
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<dependency>
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<groupId>com.numericalmethod</groupId>
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<artifactId>suanshu</artifactId>
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<version>${suanshu.version}</version>
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</dependency>
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</dependencies>
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<repositories>
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@ -731,6 +737,12 @@
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<id>Apache Staging</id>
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<url>https://repository.apache.org/content/groups/staging</url>
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</repository>
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<repository>
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<id>nm-repo</id>
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<name>Numerical Method's Maven Repository</name>
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<url>http://repo.numericalmethod.com/maven/</url>
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<layout>default</layout>
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</repository>
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</repositories>
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@ -835,6 +847,7 @@
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</build>
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<properties>
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<suanshu.version>4.0.0</suanshu.version>
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<snakeyaml.version>1.21</snakeyaml.version>
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<googleclient.version>1.23.0</googleclient.version>
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<crdt.version>0.1.0</crdt.version>
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@ -0,0 +1,142 @@
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package com.baeldung.suanshu;
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import java.util.List;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import com.numericalmethod.suanshu.algebra.linear.matrix.doubles.Matrix;
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import com.numericalmethod.suanshu.algebra.linear.vector.doubles.Vector;
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import com.numericalmethod.suanshu.algebra.linear.vector.doubles.dense.DenseVector;
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import com.numericalmethod.suanshu.algebra.linear.matrix.doubles.matrixtype.dense.DenseMatrix;
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import com.numericalmethod.suanshu.algebra.linear.matrix.doubles.operation.Inverse;
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import com.numericalmethod.suanshu.analysis.function.polynomial.Polynomial;
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import com.numericalmethod.suanshu.analysis.function.polynomial.root.PolyRoot;
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import com.numericalmethod.suanshu.analysis.function.polynomial.root.PolyRootSolver;
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import com.numericalmethod.suanshu.number.complex.Complex;
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class SuanShuMath {
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private static final Logger log = LoggerFactory.getLogger(SuanShuMath.class);
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public static void main(String[] args) throws Exception {
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SuanShuMath math = new SuanShuMath();
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math.addingVectors();
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math.scaleVector();
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math.innerProductVectors();
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math.addingIncorrectVectors();
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math.addingMatrices();
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math.multiplyMatrices();
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math.multiplyIncorrectMatrices();
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math.inverseMatrix();
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Polynomial p = math.createPolynomial();
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math.evaluatePolynomial(p);
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math.solvePolynomial();
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}
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public void addingVectors() throws Exception {
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Vector v1 = new DenseVector(new double[]{1, 2, 3, 4, 5});
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Vector v2 = new DenseVector(new double[]{5, 4, 3, 2, 1});
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Vector v3 = v1.add(v2);
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log.info("Adding vectors: {}", v3);
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}
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public void scaleVector() throws Exception {
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Vector v1 = new DenseVector(new double[]{1, 2, 3, 4, 5});
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Vector v2 = v1.scaled(2.0);
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log.info("Scaling a vector: {}", v2);
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}
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public void innerProductVectors() throws Exception {
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Vector v1 = new DenseVector(new double[]{1, 2, 3, 4, 5});
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Vector v2 = new DenseVector(new double[]{5, 4, 3, 2, 1});
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double inner = v1.innerProduct(v2);
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log.info("Vector inner product: {}", inner);
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}
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public void addingIncorrectVectors() throws Exception {
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Vector v1 = new DenseVector(new double[]{1, 2, 3});
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Vector v2 = new DenseVector(new double[]{5, 4});
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Vector v3 = v1.add(v2);
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log.info("Adding vectors: {}", v3);
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}
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public void addingMatrices() throws Exception {
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Matrix m1 = new DenseMatrix(new double[][]{
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{1, 2, 3},
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{4, 5, 6}
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});
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Matrix m2 = new DenseMatrix(new double[][]{
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{3, 2, 1},
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{6, 5, 4}
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});
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Matrix m3 = m1.add(m2);
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log.info("Adding matrices: {}", m3);
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}
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public void multiplyMatrices() throws Exception {
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Matrix m1 = new DenseMatrix(new double[][]{
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{1, 2, 3},
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{4, 5, 6}
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});
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Matrix m2 = new DenseMatrix(new double[][]{
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{1, 4},
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{2, 5},
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{3, 6}
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});
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Matrix m3 = m1.multiply(m2);
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log.info("Multiplying matrices: {}", m3);
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}
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public void multiplyIncorrectMatrices() throws Exception {
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Matrix m1 = new DenseMatrix(new double[][]{
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{1, 2, 3},
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{4, 5, 6}
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});
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Matrix m2 = new DenseMatrix(new double[][]{
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{3, 2, 1},
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{6, 5, 4}
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});
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Matrix m3 = m1.multiply(m2);
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log.info("Multiplying matrices: {}", m3);
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}
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public void inverseMatrix() {
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Matrix m1 = new DenseMatrix(new double[][]{
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{1, 2},
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{3, 4}
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});
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Inverse m2 = new Inverse(m1);
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log.info("Inverting a matrix: {}", m2);
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log.info("Verifying a matrix inverse: {}", m1.multiply(m2));
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}
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public Polynomial createPolynomial() {
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return new Polynomial(new double[]{3, -5, 1});
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}
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public void evaluatePolynomial(Polynomial p) {
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// Evaluate using a real number
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log.info("Evaluating a polynomial using a real number: {}", p.evaluate(5));
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// Evaluate using a complex number
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log.info("Evaluating a polynomial using a complex number: {}", p.evaluate(new Complex(1, 2)));
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}
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public void solvePolynomial() {
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Polynomial p = new Polynomial(new double[]{2, 2, -4});
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PolyRootSolver solver = new PolyRoot();
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List<? extends Number> roots = solver.solve(p);
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log.info("Finding polynomial roots: {}", roots);
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}
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}
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