EigenDecomposition (Episteme API Documentation)

java.lang.Object

org.episteme.core.mathematics.linearalgebra.matrices.solvers.EigenDecomposition

public class EigenDecomposition extends Object

Eigenvalue Decomposition.

This class delegates to the active LinearAlgebraProvider via AlgorithmManager.

Since:: 1.0
Author:: Silvere Martin-Michiellot, Gemini AI (Google DeepMind)

Constructor Summary

Constructors

Constructor

Description

EigenDecomposition()
Method Summary

Modifier and Type

Method

Description

static EigenResult<Real>

decompose(Matrix<Real> matrix)

Computes Eigenvalue decomposition using the best available LinearAlgebraProvider.

Methods inherited from class Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details
- EigenDecomposition
  
  public EigenDecomposition()
Method Details
- decompose
  
  public static EigenResult<Real> decompose(Matrix<Real> matrix)
  
  Computes Eigenvalue decomposition using the best available LinearAlgebraProvider.
  
  Parameters:
  
  matrix - the square matrix to decompose
  
  Returns:
  
  the result containing eigenvalues and eigenvectors