Apache Commons Math 3.6.1 · org.apache.commons.math3.linear

Interface Summary

Modifier and Type	Interface and Description
public interface	AnyMatrix Interface defining very basic matrix operations.
public interface	DecompositionSolver Interface handling decomposition algorithms that can solve A × X = B.
public interface	FieldDecompositionSolver< the type of the field elements T extends FieldElement<T>> Interface handling decomposition algorithms that can solve A × X = B.
public interface	FieldMatrix< the type of the field elements T extends FieldElement<T>> Interface defining field-valued matrix with basic algebraic operations.
public interface	FieldMatrixChangingVisitor< the type of the field elements T extends FieldElement<?>> Interface defining a visitor for matrix entries.
public interface	FieldMatrixPreservingVisitor< the type of the field elements T extends FieldElement<?>> Interface defining a visitor for matrix entries.
public interface	FieldVector< the type of the field elements T extends FieldElement<T>> Interface defining a field-valued vector with basic algebraic operations.
public interface	FieldVectorChangingVisitor< the type of the field elements T extends FieldElement<?>> This interface defines a visitor for the entries of a vector.
public interface	FieldVectorPreservingVisitor< the type of the field elements T extends FieldElement<?>> This interface defines a visitor for the entries of a vector.
public interface	RealMatrix Interface defining a real-valued matrix with basic algebraic operations.
public interface	RealMatrixChangingVisitor Interface defining a visitor for matrix entries.
public interface	RealMatrixPreservingVisitor Interface defining a visitor for matrix entries.
public interface	RealVectorChangingVisitor This interface defines a visitor for the entries of a vector.
public interface	RealVectorPreservingVisitor This interface defines a visitor for the entries of a vector.
public interface	SparseRealMatrix Marker interface for `RealMatrix` implementations that require sparse backing storage Caveat Implementation are allowed to assume that, for any `x`, the equality `x * 0d == 0d` holds.

Class Summary

Modifier and Type	Class and Description
public abstract class	AbstractFieldMatrix< Type of the field elements. T extends FieldElement<T>> Basic implementation of `FieldMatrix` methods regardless of the underlying storage.
public abstract class	AbstractRealMatrix Basic implementation of RealMatrix methods regardless of the underlying storage.
public class	Array2DRowFieldMatrix< the type of the field elements T extends FieldElement<T>> Implementation of FieldMatrix<t> using a `FieldElement`[][] array to store entries.
public class	Array2DRowRealMatrix Implementation of `RealMatrix` using a `double[][]` array to store entries.
public class	ArrayFieldVector< the type of the field elements T extends FieldElement<T>> This class implements the `FieldVector` interface with a `FieldElement` array.
public class	ArrayRealVector This class implements the `RealVector` interface with a double array.
pack-priv class	BiDiagonalTransformer Class transforming any matrix to bi-diagonal shape.
public class	BlockFieldMatrix< the type of the field elements T extends FieldElement<T>> Cache-friendly implementation of FieldMatrix using a flat arrays to store square blocks of the matrix.
public class	BlockRealMatrix Cache-friendly implementation of RealMatrix using a flat arrays to store square blocks of the matrix.
public class	CholeskyDecomposition Calculates the Cholesky decomposition of a matrix.
public class	ConjugateGradient This is an implementation of the conjugate gradient method for `RealLinearOperator`.
public class	DefaultFieldMatrixChangingVisitor< the type of the field elements T extends FieldElement<T>> Default implementation of the `FieldMatrixChangingVisitor` interface.
public class	DefaultFieldMatrixPreservingVisitor< the type of the field elements T extends FieldElement<T>> Default implementation of the `FieldMatrixPreservingVisitor` interface.
public class	DefaultIterativeLinearSolverEvent A default concrete implementation of the abstract class `IterativeLinearSolverEvent`.
public class	DefaultRealMatrixChangingVisitor Default implementation of the `RealMatrixChangingVisitor` interface.
public class	DefaultRealMatrixPreservingVisitor Default implementation of the `RealMatrixPreservingVisitor` interface.
public class	DiagonalMatrix Implementation of a diagonal matrix.
public class	EigenDecomposition Calculates the eigen decomposition of a real matrix.
public class	FieldLUDecomposition< the type of the field elements T extends FieldElement<T>> Calculates the LUP-decomposition of a square matrix.
pack-priv class	HessenbergTransformer Class transforming a general real matrix to Hessenberg form.
public class	IllConditionedOperatorException An exception to be thrown when the condition number of a `RealLinearOperator` is too high.
public abstract class	IterativeLinearSolver This abstract class defines an iterative solver for the linear system A · x = b.
public abstract class	IterativeLinearSolverEvent This is the base class for all events occurring during the iterations of a `IterativeLinearSolver`.
public class	JacobiPreconditioner This class implements the standard Jacobi (diagonal) preconditioner.
public class	LUDecomposition Calculates the LUP-decomposition of a square matrix.
public class	MatrixDimensionMismatchException Exception to be thrown when either the number of rows or the number of columns of a matrix do not match the expected values.
public class	MatrixUtils A collection of static methods that operate on or return matrices.
public class	NonPositiveDefiniteMatrixException Exception to be thrown when a positive definite matrix is expected.
public class	NonPositiveDefiniteOperatorException Exception to be thrown when a symmetric, definite positive `RealLinearOperator` is expected.
public class	NonSelfAdjointOperatorException Exception to be thrown when a self-adjoint `RealLinearOperator` is expected.
public class	NonSquareMatrixException Exception to be thrown when a square matrix is expected.
public class	NonSquareOperatorException Exception to be thrown when a square linear operator is expected.
public class	NonSymmetricMatrixException Exception to be thrown when a symmetric matrix is expected.
public class	OpenMapRealMatrix Sparse matrix implementation based on an open addressed map.
public class	OpenMapRealVector This class implements the `RealVector` interface with a `OpenIntToDoubleHashMap` backing store.
public abstract class	PreconditionedIterativeLinearSolver This abstract class defines preconditioned iterative solvers.</center></center>
public class	QRDecomposition Calculates the QR-decomposition of a matrix.
public abstract class	RealLinearOperator This class defines a linear operator operating on real (`double`) vector spaces.
public class	RealMatrixFormat Formats a `nxm` matrix in components list format "{{a₀₀,a₀₁, ..., a₀_m-1},{a₁₀, a₁₁, ..., a₁_m-1},{...},{ a_n-1₀, a_n-1₁, ..., a_n-1_m-1}}".
public abstract class	RealVector Class defining a real-valued vector with basic algebraic operations.
public class	RealVectorFormat Formats a vector in components list format "{v0; v1; ...; vk-1}".
public class	RectangularCholeskyDecomposition Calculates the rectangular Cholesky decomposition of a matrix.
public class	RRQRDecomposition Calculates the rank-revealing QR-decomposition of a matrix, with column pivoting.
pack-priv class	SchurTransformer Class transforming a general real matrix to Schur form.
public class	SingularMatrixException Exception to be thrown when a non-singular matrix is expected.
public class	SingularOperatorException Exception to be thrown when trying to invert a singular operator.
public class	SingularValueDecomposition Calculates the compact Singular Value Decomposition of a matrix.
public class	SparseFieldMatrix< the type of the field elements T extends FieldElement<T>> Sparse matrix implementation based on an open addressed map.
public class	SparseFieldVector< the type of the field elements T extends FieldElement<T>> This class implements the `FieldVector` interface with a `OpenIntToFieldHashMap` backing store.
public abstract class	SparseRealVector Marker class for RealVectors that require sparse backing storage Caveat Implementation are allowed to assume that, for any `x`, the equality `x * 0d == 0d` holds.
public class	SymmLQ Implementation of the SYMMLQ iterative linear solver proposed by Paige and Saunders (1975).
pack-priv class	TriDiagonalTransformer Class transforming a symmetrical matrix to tridiagonal shape.

Package org.apache.commons.math3.linear

Interface Summary

Class Summary