Class MatrixSolver

java.lang.Object

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

public class MatrixSolver
extends Object

Unified solver for linear systems with automatic or explicit algorithm selection.

Analyzes matrix properties and selects the optimal decomposition method. Delegates to the active LinearAlgebraProvider for computations.

Since:

1.0

Author:

Silvere Martin-Michiellot, Gemini AI (Google DeepMind)

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static enum	MatrixSolver.Strategy	Solver strategy/algorithm.

Method Summary

Modifier and Type	Method	Description
static boolean	isSymmetric(Matrix<Real> A)
static MatrixSolver.Strategy	recommend(Matrix<Real> A)	Recommends the best solver strategy for the given matrix.
static Real[]	solve(Matrix<Real> A, Real[] b)	Solves Ax = b with automatic algorithm selection.
static Real[]	solve(Matrix<Real> A, Real[] b, MatrixSolver.Strategy strategy)	Solves Ax = b with explicit algorithm selection.

Methods inherited from class Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Details

solve

public static Real[] solve(Matrix<Real> A,
 Real[] b)

Solves Ax = b with automatic algorithm selection.

solve

public static Real[] solve(Matrix<Real> A,
 Real[] b,
 MatrixSolver.Strategy strategy)

Solves Ax = b with explicit algorithm selection.

recommend

public static MatrixSolver.Strategy recommend(Matrix<Real> A)

Recommends the best solver strategy for the given matrix.

isSymmetric

public static boolean isSymmetric(Matrix<Real> A)