org.apache.commons.math3.linear

## Class AbstractFieldMatrix<T extends FieldElement<T>>

- java.lang.Object
- - org.apache.commons.math3.linear.AbstractFieldMatrix<T>

Type Parameters:
  `T` - Type of the field elements.

All Implemented Interfaces:
  AnyMatrix, FieldMatrix<T>

Direct Known Subclasses:
  Array2DRowFieldMatrix, BlockFieldMatrix, SparseFieldMatrix

    public abstract class AbstractFieldMatrix<T extends FieldElement<T>>
    extends java.lang.Object
    implements FieldMatrix<T>

Basic implementation of `FieldMatrix` methods regardless of the underlying storage.

All the methods implemented here use `getEntry(int, int)` to access matrix elements. Derived class can provide faster implementations.

Since:
  2.0
Version:
  $Id: AbstractFieldMatrix.java 1416643 2012-12-03 19:37:14Z tn $

### Field Summary

Fields
`private Field<T>` `field` Field to which the elements belong.

### Constructor Summary

Constructors
`protected` `AbstractFieldMatrix()` Constructor for use with Serializable
`protected` `AbstractFieldMatrix(Field<T> field)` Creates a matrix with no data
`protected` `AbstractFieldMatrix(Field<T> field, int rowDimension, int columnDimension)` Create a new FieldMatrix<T> with the supplied row and column dimensions.

### Method Summary

Methods
`FieldMatrix<T>` `add(FieldMatrix<T> m)` Compute the sum of this and m.
`abstract void` `addToEntry(int row, int column, T increment)` Change an entry in the specified row and column.
`protected static <T extends FieldElement<T>> T[]` `buildArray(Field<T> field, int length)` Build an array of elements.
`protected static <T extends FieldElement<T>> T[][]` `buildArray(Field<T> field, int rows, int columns)` Build an array of elements.
`protected void` `checkAdditionCompatible(FieldMatrix<T> m)` Check if a matrix is addition compatible with the instance.
`protected void` `checkColumnIndex(int column)` Check if a column index is valid.
`protected void` `checkMultiplicationCompatible(FieldMatrix<T> m)` Check if a matrix is multiplication compatible with the instance.
`protected void` `checkRowIndex(int row)` Check if a row index is valid.
`protected void` `checkSubMatrixIndex(int[] selectedRows, int[] selectedColumns)` Check if submatrix ranges indices are valid.
`protected void` `checkSubMatrixIndex(int startRow, int endRow, int startColumn, int endColumn)` Check if submatrix ranges indices are valid.
`protected void` `checkSubtractionCompatible(FieldMatrix<T> m)` Check if a matrix is subtraction compatible with the instance.
`abstract FieldMatrix<T>` `copy()` Make a (deep) copy of this.
`void` `copySubMatrix(int[] selectedRows, int[] selectedColumns, T[][] destination)` Copy a submatrix.
`void` `copySubMatrix(int startRow, int endRow, int startColumn, int endColumn, T[][] destination)` Copy a submatrix.
`abstract FieldMatrix<T>` `createMatrix(int rowDimension, int columnDimension)` Create a new FieldMatrix<T> of the same type as the instance with the supplied row and column dimensions.
`boolean` `equals(java.lang.Object object)` Returns true iff `object` is a `FieldMatrix` instance with the same dimensions as this and all corresponding matrix entries are equal.
`protected static <T extends FieldElement<T>> Field<T>` `extractField(T[] d)` Get the elements type from an array.
`protected static <T extends FieldElement<T>> Field<T>` `extractField(T[][] d)` Get the elements type from an array.
`T[]` `getColumn(int column)` Get the entries in column number `col` as an array.
`abstract int` `getColumnDimension()` Returns the number of columns in the matrix.
`FieldMatrix<T>` `getColumnMatrix(int column)` Get the entries in column number `column` as a column matrix.
`FieldVector<T>` `getColumnVector(int column)` Returns the entries in column number `column` as a vector.
`T[][]` `getData()` Returns matrix entries as a two-dimensional array.
`abstract T` `getEntry(int row, int column)` Returns the entry in the specified row and column.
`Field<T>` `getField()` Get the type of field elements of the matrix.
`T[]` `getRow(int row)` Get the entries in row number `row` as an array.
`abstract int` `getRowDimension()` Returns the number of rows in the matrix.
`FieldMatrix<T>` `getRowMatrix(int row)` Get the entries in row number `row` as a row matrix.
`FieldVector<T>` `getRowVector(int row)` Get the entries in row number `row` as a vector.
`FieldMatrix<T>` `getSubMatrix(int[] selectedRows, int[] selectedColumns)` Get a submatrix.
`FieldMatrix<T>` `getSubMatrix(int startRow, int endRow, int startColumn, int endColumn)` Get a submatrix.
`T` `getTrace()` Returns the trace of the matrix (the sum of the elements on the main diagonal).
`int` `hashCode()` Computes a hashcode for the matrix.
`boolean` `isSquare()` Is this a square matrix?
`FieldMatrix<T>` `multiply(FieldMatrix<T> m)` Postmultiply this matrix by `m`.
`abstract void` `multiplyEntry(int row, int column, T factor)` Change an entry in the specified row and column.
`FieldVector<T>` `operate(FieldVector<T> v)` Returns the result of multiplying this by the vector `v`.
`T[]` `operate(T[] v)` Returns the result of multiplying this by the vector `v`.
`FieldMatrix<T>` `power(int p)` Returns the result multiplying this with itself `p` times.
`FieldMatrix<T>` `preMultiply(FieldMatrix<T> m)` Premultiply this matrix by `m`.
`FieldVector<T>` `preMultiply(FieldVector<T> v)` Returns the (row) vector result of premultiplying this by the vector `v`.
`T[]` `preMultiply(T[] v)` Returns the (row) vector result of premultiplying this by the vector `v`.
`FieldMatrix<T>` `scalarAdd(T d)` Increment each entry of this matrix.
`FieldMatrix<T>` `scalarMultiply(T d)` Multiply each entry by `d`.
`void` `setColumn(int column, T[] array)` Set the entries in column number `column` as a column matrix.
`void` `setColumnMatrix(int column, FieldMatrix<T> matrix)` Set the entries in column number `column` as a column matrix.
`void` `setColumnVector(int column, FieldVector<T> vector)` Set the entries in column number `column` as a vector.
`abstract void` `setEntry(int row, int column, T value)` Set the entry in the specified row and column.
`void` `setRow(int row, T[] array)` Set the entries in row number `row` as a row matrix.
`void` `setRowMatrix(int row, FieldMatrix<T> matrix)` Set the entries in row number `row` as a row matrix.
`void` `setRowVector(int row, FieldVector<T> vector)` Set the entries in row number `row` as a vector.
`void` `setSubMatrix(T[][] subMatrix, int row, int column)` Replace the submatrix starting at `(row, column)` using data in the input `subMatrix` array.
`FieldMatrix<T>` `subtract(FieldMatrix<T> m)` Subtract `m` from this matrix.
`java.lang.String` `toString()` Get a string representation for this matrix.
`FieldMatrix<T>` `transpose()` Returns the transpose of this matrix.
`T` `walkInColumnOrder(FieldMatrixChangingVisitor<T> visitor)` Visit (and possibly change) all matrix entries in column order.
`T` `walkInColumnOrder(FieldMatrixChangingVisitor<T> visitor, int startRow, int endRow, int startColumn, int endColumn)` Visit (and possibly change) some matrix entries in column order.
`T` `walkInColumnOrder(FieldMatrixPreservingVisitor<T> visitor)` Visit (but don't change) all matrix entries in column order.
`T` `walkInColumnOrder(FieldMatrixPreservingVisitor<T> visitor, int startRow, int endRow, int startColumn, int endColumn)` Visit (but don't change) some matrix entries in column order.
`T` `walkInOptimizedOrder(FieldMatrixChangingVisitor<T> visitor)` Visit (and possibly change) all matrix entries using the fastest possible order.
`T` `walkInOptimizedOrder(FieldMatrixChangingVisitor<T> visitor, int startRow, int endRow, int startColumn, int endColumn)` Visit (and possibly change) some matrix entries using the fastest possible order.
`T` `walkInOptimizedOrder(FieldMatrixPreservingVisitor<T> visitor)` Visit (but don't change) all matrix entries using the fastest possible order.
`T` `walkInOptimizedOrder(FieldMatrixPreservingVisitor<T> visitor, int startRow, int endRow, int startColumn, int endColumn)` Visit (but don't change) some matrix entries using the fastest possible order.
`T` `walkInRowOrder(FieldMatrixChangingVisitor<T> visitor)` Visit (and possibly change) all matrix entries in row order.
`T` `walkInRowOrder(FieldMatrixChangingVisitor<T> visitor, int startRow, int endRow, int startColumn, int endColumn)` Visit (and possibly change) some matrix entries in row order.
`T` `walkInRowOrder(FieldMatrixPreservingVisitor<T> visitor)` Visit (but don't change) all matrix entries in row order.
`T` `walkInRowOrder(FieldMatrixPreservingVisitor<T> visitor, int startRow, int endRow, int startColumn, int endColumn)` Visit (but don't change) some matrix entries in row order.

### Methods inherited from class java.lang.Object

`clone, finalize, getClass, notify, notifyAll, wait, wait, wait`

### Field Detail

#### field

    private final Field<T extends FieldElement<T>> field

Field to which the elements belong.

### Constructor Detail

#### AbstractFieldMatrix

    protected AbstractFieldMatrix()

Constructor for use with Serializable

#### AbstractFieldMatrix

    protected AbstractFieldMatrix(Field<T> field)

Creates a matrix with no data

Parameters:
  `field` - field to which the elements belong

#### AbstractFieldMatrix

    protected AbstractFieldMatrix(Field<T> field,
                       int rowDimension,
                       int columnDimension)
                           throws NotStrictlyPositiveException

Create a new FieldMatrix<T> with the supplied row and column dimensions.

Parameters:
  `field` - Field to which the elements belong.
  `rowDimension` - Number of rows in the new matrix.
  `columnDimension` - Number of columns in the new matrix.
Throws:
  `NotStrictlyPositiveException` - if row or column dimension is not positive.

### Method Detail

#### extractField

    protected static <T extends FieldElement<T>> Field<T> extractField(T[][] d)
                                                            throws NoDataException,
                                                                   NullArgumentException

Get the elements type from an array.

Type Parameters:
  `T` - Type of the field elements.
Parameters:
  `d` - Data array.
Returns:
  the field to which the array elements belong.
Throws:
  `NullArgumentException` - if the array is `null`.
  `NoDataException` - if the array is empty.

#### extractField

    protected static <T extends FieldElement<T>> Field<T> extractField(T[] d)
                                                            throws NoDataException

Get the elements type from an array.

Type Parameters:
  `T` - Type of the field elements.
Parameters:
  `d` - Data array.
Returns:
  the field to which the array elements belong.
Throws:
  `NoDataException` - if array is empty.

#### buildArray

    protected static <T extends FieldElement<T>> T[][] buildArray(Field<T> field,
                                               int rows,
                                               int columns)

Build an array of elements.

Complete arrays are filled with field.getZero()

Type Parameters:
  `T` - Type of the field elements
Parameters:
  `field` - field to which array elements belong
  `rows` - number of rows
  `columns` - number of columns (may be negative to build partial arrays in the same way `new Field[rows][]` works)
Returns:
  a new array

#### buildArray

    protected static <T extends FieldElement<T>> T[] buildArray(Field<T> field,
                                             int length)

Build an array of elements.

Arrays are filled with field.getZero()

Type Parameters:
  `T` - the type of the field elements
Parameters:
  `field` - field to which array elements belong
  `length` - of the array
Returns:
  a new array

#### getField

    public Field<T> getField()

Get the type of field elements of the matrix.

Specified by:
  `getField` in interface `FieldMatrix<T extends FieldElement<T>>`
Returns:
  the type of field elements of the matrix.

#### createMatrix

    public abstract FieldMatrix<T> createMatrix(int rowDimension,
                              int columnDimension)
                                                                 throws NotStrictlyPositiveException

Create a new FieldMatrix<T> of the same type as the instance with the supplied row and column dimensions.

Specified by:
  `createMatrix` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `rowDimension` - the number of rows in the new matrix
  `columnDimension` - the number of columns in the new matrix
Returns:
  a new matrix of the same type as the instance
Throws:
  `NotStrictlyPositiveException` - if row or column dimension is not positive.

#### copy

    public abstract FieldMatrix<T> copy()

Make a (deep) copy of this.

Specified by:
  `copy` in interface `FieldMatrix<T extends FieldElement<T>>`
Returns:
  a copy of this matrix.

#### add

    public FieldMatrix<T> add(FieldMatrix<T> m)
                                               throws MatrixDimensionMismatchException

Compute the sum of this and m.

Specified by:
  `add` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `m` - Matrix to be added.
Returns:
  `this` + `m`.
Throws:
  `MatrixDimensionMismatchException` - if `m` is not the same size as `this` matrix.

#### subtract

    public FieldMatrix<T> subtract(FieldMatrix<T> m)
                                                    throws MatrixDimensionMismatchException

Subtract `m` from this matrix.

Specified by:
  `subtract` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `m` - Matrix to be subtracted.
Returns:
  `this` - `m`.
Throws:
  `MatrixDimensionMismatchException` - if `m` is not the same size as `this` matrix.

#### scalarAdd

    public FieldMatrix<T> scalarAdd(T d)

Increment each entry of this matrix.

Specified by:
  `scalarAdd` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `d` - Value to be added to each entry.
Returns:
  `d` + `this`.

#### scalarMultiply

    public FieldMatrix<T> scalarMultiply(T d)

Multiply each entry by `d`.

Specified by:
  `scalarMultiply` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `d` - Value to multiply all entries by.
Returns:
  `d` * `this`.

#### multiply

    public FieldMatrix<T> multiply(FieldMatrix<T> m)
                                                    throws DimensionMismatchException

Postmultiply this matrix by `m`.

Specified by:
  `multiply` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `m` - Matrix to postmultiply by.
Returns:
  `this` * `m`.
Throws:
  `DimensionMismatchException` - if the number of columns of `this` matrix is not equal to the number of rows of matrix `m`.

#### preMultiply

    public FieldMatrix<T> preMultiply(FieldMatrix<T> m)
                                                       throws DimensionMismatchException

Premultiply this matrix by `m`.

Specified by:
  `preMultiply` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `m` - Matrix to premultiply by.
Returns:
  `m` * `this`.
Throws:
  `DimensionMismatchException` - if the number of columns of `m` differs from the number of rows of `this` matrix.

#### power

    public FieldMatrix<T> power(int p)
                                                 throws NonSquareMatrixException,
                                                        NotPositiveException

Returns the result multiplying this with itself `p` times. Depending on the type of the field elements, T, instability for high powers might occur.

Specified by:
  `power` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `p` - raise this to power p
Returns:
  this^p
Throws:
  `NonSquareMatrixException` - if `this matrix` is not square
  `NotPositiveException` - if `p < 0`

#### getData

    public T[][] getData()

Returns matrix entries as a two-dimensional array.

Specified by:
  `getData` in interface `FieldMatrix<T extends FieldElement<T>>`
Returns:
  a 2-dimensional array of entries.

#### getSubMatrix

    public FieldMatrix<T> getSubMatrix(int startRow,
                              int endRow,
                              int startColumn,
                              int endColumn)
                                                        throws NumberIsTooSmallException,
                                                               OutOfRangeException

Get a submatrix. Rows and columns are indicated counting from 0 to n - 1.

Specified by:
  `getSubMatrix` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `startRow` - Initial row index
  `endRow` - Final row index (inclusive)
  `startColumn` - Initial column index
  `endColumn` - Final column index (inclusive)
Returns:
  the matrix containing the data of the specified rows and columns.
Throws:
  `NumberIsTooSmallException` - is `endRow < startRow` of `endColumn < startColumn`.
  `OutOfRangeException` - if the indices are not valid.

#### getSubMatrix

    public FieldMatrix<T> getSubMatrix(int[] selectedRows,
                              int[] selectedColumns)
                                                        throws NoDataException,
                                                               NullArgumentException,
                                                               OutOfRangeException

Get a submatrix. Rows and columns are indicated counting from 0 to n - 1.

Specified by:
  `getSubMatrix` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `selectedRows` - Array of row indices.
  `selectedColumns` - Array of column indices.
Returns:
  the matrix containing the data in the specified rows and columns.
Throws:
  `NoDataException` - if `selectedRows` or `selectedColumns` is empty
  `NullArgumentException` - if `selectedRows` or `selectedColumns` is `null`.
  `OutOfRangeException` - if row or column selections are not valid.

#### copySubMatrix

    public void copySubMatrix(int startRow,
                     int endRow,
                     int startColumn,
                     int endColumn,
                     T[][] destination)
                       throws MatrixDimensionMismatchException,
                              NumberIsTooSmallException,
                              OutOfRangeException

Copy a submatrix. Rows and columns are indicated counting from 0 to n-1.

Specified by:
  `copySubMatrix` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `startRow` - Initial row index.
  `endRow` - Final row index (inclusive).
  `startColumn` - Initial column index.
  `endColumn` - Final column index (inclusive).
  `destination` - The arrays where the submatrix data should be copied (if larger than rows/columns counts, only the upper-left part will be used).
Throws:
  `MatrixDimensionMismatchException` - if the dimensions of `destination` do not match those of `this`.
  `NumberIsTooSmallException` - is `endRow < startRow` of `endColumn < startColumn`.
  `OutOfRangeException` - if the indices are not valid.

#### copySubMatrix

    public void copySubMatrix(int[] selectedRows,
                     int[] selectedColumns,
                     T[][] destination)
                       throws MatrixDimensionMismatchException,
                              NoDataException,
                              NullArgumentException,
                              OutOfRangeException

Copy a submatrix. Rows and columns are indicated counting from 0 to n - 1.

Specified by:
  `copySubMatrix` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `selectedRows` - Array of row indices.
  `selectedColumns` - Array of column indices.
  `destination` - Arrays where the submatrix data should be copied (if larger than rows/columns counts, only the upper-left part will be used)
Throws:
  `MatrixDimensionMismatchException` - if the dimensions of `destination` do not match those of `this`.
  `NoDataException` - if `selectedRows` or `selectedColumns` is empty
  `NullArgumentException` - if `selectedRows` or `selectedColumns` is `null`.
  `OutOfRangeException` - if the indices are not valid.

#### setSubMatrix

    public void setSubMatrix(T[][] subMatrix,
                    int row,
                    int column)
                      throws DimensionMismatchException,
                             OutOfRangeException,
                             NoDataException,
                             NullArgumentException

Replace the submatrix starting at `(row, column)` using data in the input `subMatrix` array. Indexes are 0-based.

Example:
Starting with

     1  2  3  4
     5  6  7  8
     9  0  1  2

and `subMatrix = {{3, 4} {5,6}}`, invoking `setSubMatrix(subMatrix,1,1))` will result in

     1  2  3  4
     5  3  4  8
     9  5  6  2

Specified by:
  `setSubMatrix` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `subMatrix` - Array containing the submatrix replacement data.
  `row` - Row coordinate of the top-left element to be replaced.
  `column` - Column coordinate of the top-left element to be replaced.
Throws:
  `DimensionMismatchException` - if `subMatrix` is not rectangular (not all rows have the same length).
  `OutOfRangeException` - if `subMatrix` does not fit into this matrix from element in `(row, column)`.
  `NoDataException` - if a row or column of `subMatrix` is empty.
  `NullArgumentException` - if `subMatrix` is `null`.

#### getRowMatrix

    public FieldMatrix<T> getRowMatrix(int row)
                                                        throws OutOfRangeException

Get the entries in row number `row` as a row matrix.

Specified by:
  `getRowMatrix` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `row` - Row to be fetched.
Returns:
  a row matrix.
Throws:
  `OutOfRangeException` - if the specified row index is invalid.

#### setRowMatrix

    public void setRowMatrix(int row,
                    FieldMatrix<T> matrix)
                      throws OutOfRangeException,
                             MatrixDimensionMismatchException

Set the entries in row number `row` as a row matrix.

Specified by:
  `setRowMatrix` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `row` - Row to be set.
  `matrix` - Row matrix (must have one row and the same number of columns as the instance).
Throws:
  `OutOfRangeException` - if the specified row index is invalid.
  `MatrixDimensionMismatchException` - if the matrix dimensions do not match one instance row.

#### getColumnMatrix

    public FieldMatrix<T> getColumnMatrix(int column)
                                                           throws OutOfRangeException

Get the entries in column number `column` as a column matrix.

Specified by:
  `getColumnMatrix` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `column` - Column to be fetched.
Returns:
  a column matrix.
Throws:
  `OutOfRangeException` - if the specified column index is invalid.

#### setColumnMatrix

    public void setColumnMatrix(int column,
                       FieldMatrix<T> matrix)
                         throws OutOfRangeException,
                                MatrixDimensionMismatchException

Set the entries in column number `column` as a column matrix.

Specified by:
  `setColumnMatrix` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `column` - Column to be set.
  `matrix` - column matrix (must have one column and the same number of rows as the instance).
Throws:
  `OutOfRangeException` - if the specified column index is invalid.
  `MatrixDimensionMismatchException` - if the matrix dimensions do not match one instance column.

#### getRowVector

    public FieldVector<T> getRowVector(int row)
                                                        throws OutOfRangeException

Get the entries in row number `row` as a vector.

Specified by:
  `getRowVector` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `row` - Row to be fetched
Returns:
  a row vector.
Throws:
  `OutOfRangeException` - if the specified row index is invalid.

#### setRowVector

    public void setRowVector(int row,
                    FieldVector<T> vector)
                      throws OutOfRangeException,
                             MatrixDimensionMismatchException

Set the entries in row number `row` as a vector.

Specified by:
  `setRowVector` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `row` - Row to be set.
  `vector` - row vector (must have the same number of columns as the instance).
Throws:
  `OutOfRangeException` - if the specified row index is invalid.
  `MatrixDimensionMismatchException` - if the vector dimension does not match one instance row.

#### getColumnVector

    public FieldVector<T> getColumnVector(int column)
                                                           throws OutOfRangeException

Returns the entries in column number `column` as a vector.

Specified by:
  `getColumnVector` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `column` - Column to be fetched.
Returns:
  a column vector.
Throws:
  `OutOfRangeException` - if the specified column index is invalid.

#### setColumnVector

    public void setColumnVector(int column,
                       FieldVector<T> vector)
                         throws OutOfRangeException,
                                MatrixDimensionMismatchException

Set the entries in column number `column` as a vector.

Specified by:
  `setColumnVector` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `column` - Column to be set.
  `vector` - Column vector (must have the same number of rows as the instance).
Throws:
  `OutOfRangeException` - if the specified column index is invalid.
  `MatrixDimensionMismatchException` - if the vector dimension does not match one instance column.

#### getRow

    public T[] getRow(int row)
                                       throws OutOfRangeException

Get the entries in row number `row` as an array.

Specified by:
  `getRow` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `row` - Row to be fetched.
Returns:
  array of entries in the row.
Throws:
  `OutOfRangeException` - if the specified row index is not valid.

#### setRow

    public void setRow(int row,
              T[] array)
                throws OutOfRangeException,
                       MatrixDimensionMismatchException

Set the entries in row number `row` as a row matrix.

Specified by:
  `setRow` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `row` - Row to be set.
  `array` - Row matrix (must have the same number of columns as the instance).
Throws:
  `OutOfRangeException` - if the specified row index is invalid.
  `MatrixDimensionMismatchException` - if the array size does not match one instance row.

#### getColumn

    public T[] getColumn(int column)
                                          throws OutOfRangeException

Get the entries in column number `col` as an array.

Specified by:
  `getColumn` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `column` - the column to be fetched
Returns:
  array of entries in the column
Throws:
  `OutOfRangeException` - if the specified column index is not valid.

#### setColumn

    public void setColumn(int column,
                 T[] array)
                   throws OutOfRangeException,
                          MatrixDimensionMismatchException

Set the entries in column number `column` as a column matrix.

Specified by:
  `setColumn` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `column` - the column to be set
  `array` - column array (must have the same number of rows as the instance)
Throws:
  `OutOfRangeException` - if the specified column index is invalid.
  `MatrixDimensionMismatchException` - if the array size does not match one instance column.

#### getEntry

    public abstract T getEntry(int row,
             int column)
                                                throws OutOfRangeException

Returns the entry in the specified row and column.

Specified by:
  `getEntry` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `row` - row location of entry to be fetched
  `column` - column location of entry to be fetched
Returns:
  matrix entry in row,column
Throws:
  `OutOfRangeException` - if the row or column index is not valid.

#### setEntry

    public abstract void setEntry(int row,
                int column,
                T value)
                           throws OutOfRangeException

Set the entry in the specified row and column.

Specified by:
  `setEntry` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `row` - row location of entry to be set
  `column` - column location of entry to be set
  `value` - matrix entry to be set in row,column
Throws:
  `OutOfRangeException` - if the row or column index is not valid.

#### addToEntry

    public abstract void addToEntry(int row,
                  int column,
                  T increment)
                             throws OutOfRangeException

Change an entry in the specified row and column.

Specified by:
  `addToEntry` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `row` - Row location of entry to be set.
  `column` - Column location of entry to be set.
  `increment` - Value to add to the current matrix entry in `(row, column)`.
Throws:
  `OutOfRangeException` - if the row or column index is not valid.

#### multiplyEntry

    public abstract void multiplyEntry(int row,
                     int column,
                     T factor)
                                throws OutOfRangeException

Change an entry in the specified row and column.

Specified by:
  `multiplyEntry` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `row` - Row location of entry to be set.
  `column` - Column location of entry to be set.
  `factor` - Multiplication factor for the current matrix entry in `(row,column)`
Throws:
  `OutOfRangeException` - if the row or column index is not valid.

#### transpose

    public FieldMatrix<T> transpose()

Returns the transpose of this matrix.

Specified by:
  `transpose` in interface `FieldMatrix<T extends FieldElement<T>>`
Returns:
  transpose matrix

#### isSquare

    public boolean isSquare()

Is this a square matrix?

Specified by:
  `isSquare` in interface `AnyMatrix`
Returns:
  true if the matrix is square (rowDimension = columnDimension)

#### getRowDimension

    public abstract int getRowDimension()

Returns the number of rows in the matrix.

Specified by:
  `getRowDimension` in interface `AnyMatrix`
Returns:
  rowDimension

#### getColumnDimension

    public abstract int getColumnDimension()

Returns the number of columns in the matrix.

Specified by:
  `getColumnDimension` in interface `AnyMatrix`
Returns:
  columnDimension

#### getTrace

    public T getTrace()
                                       throws NonSquareMatrixException

Returns the trace of the matrix (the sum of the elements on the main diagonal).

Specified by:
  `getTrace` in interface `FieldMatrix<T extends FieldElement<T>>`
Returns:
  trace
Throws:
  `NonSquareMatrixException` - if the matrix is not square.

#### operate

    public T[] operate(T[] v)
                                        throws DimensionMismatchException

Returns the result of multiplying this by the vector `v`.

Specified by:
  `operate` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `v` - the vector to operate on
Returns:
  `this * v`
Throws:
  `DimensionMismatchException` - if the number of columns of `this` matrix is not equal to the size of the vector `v`.

#### operate

    public FieldVector<T> operate(FieldVector<T> v)
                                                   throws DimensionMismatchException

Returns the result of multiplying this by the vector `v`.

Specified by:
  `operate` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `v` - the vector to operate on
Returns:
  `this * v`
Throws:
  `DimensionMismatchException` - if the number of columns of `this` matrix is not equal to the size of the vector `v`.

#### preMultiply

    public T[] preMultiply(T[] v)
                                            throws DimensionMismatchException

Returns the (row) vector result of premultiplying this by the vector `v`.

Specified by:
  `preMultiply` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `v` - the row vector to premultiply by
Returns:
  `v * this`
Throws:
  `DimensionMismatchException` - if the number of rows of `this` matrix is not equal to the size of the vector `v`

#### preMultiply

    public FieldVector<T> preMultiply(FieldVector<T> v)
                                                       throws DimensionMismatchException

Returns the (row) vector result of premultiplying this by the vector `v`.

Specified by:
  `preMultiply` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `v` - the row vector to premultiply by
Returns:
  `v * this`
Throws:
  `DimensionMismatchException` - if the number of rows of `this` matrix is not equal to the size of the vector `v`

#### walkInRowOrder

    public T walkInRowOrder(FieldMatrixChangingVisitor<T> visitor)

Visit (and possibly change) all matrix entries in row order.

Row order starts at upper left and iterating through all elements of a row from left to right before going to the leftmost element of the next row.

Specified by:
  `walkInRowOrder` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `visitor` - visitor used to process all matrix entries
Returns:
  the value returned by `FieldMatrixChangingVisitor.end()` at the end of the walk
See Also:
  `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor, int, int, int, int)`

#### walkInRowOrder

    public T walkInRowOrder(FieldMatrixPreservingVisitor<T> visitor)

Visit (but don't change) all matrix entries in row order.

Row order starts at upper left and iterating through all elements of a row from left to right before going to the leftmost element of the next row.

Specified by:
  `walkInRowOrder` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `visitor` - visitor used to process all matrix entries
Returns:
  the value returned by `FieldMatrixPreservingVisitor.end()` at the end of the walk
See Also:
  `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor, int, int, int, int)`

#### walkInRowOrder

    public T walkInRowOrder(FieldMatrixChangingVisitor<T> visitor,
                   int startRow,
                   int endRow,
                   int startColumn,
                   int endColumn)
                                             throws NumberIsTooSmallException,
                                                    OutOfRangeException

Visit (and possibly change) some matrix entries in row order.

Row order starts at upper left and iterating through all elements of a row from left to right before going to the leftmost element of the next row.

Specified by:
  `walkInRowOrder` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `visitor` - visitor used to process all matrix entries
  `startRow` - Initial row index
  `endRow` - Final row index (inclusive)
  `startColumn` - Initial column index
  `endColumn` - Final column index
Returns:
  the value returned by `FieldMatrixChangingVisitor.end()` at the end of the walk
Throws:
  `NumberIsTooSmallException` - if `endRow < startRow` or `endColumn < startColumn`.
  `OutOfRangeException` - if the indices are not valid.
See Also:
  `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor, int, int, int, int)`

#### walkInRowOrder

    public T walkInRowOrder(FieldMatrixPreservingVisitor<T> visitor,
                   int startRow,
                   int endRow,
                   int startColumn,
                   int endColumn)
                                             throws NumberIsTooSmallException,
                                                    OutOfRangeException

Visit (but don't change) some matrix entries in row order.

Row order starts at upper left and iterating through all elements of a row from left to right before going to the leftmost element of the next row.

Specified by:
  `walkInRowOrder` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `visitor` - visitor used to process all matrix entries
  `startRow` - Initial row index
  `endRow` - Final row index (inclusive)
  `startColumn` - Initial column index
  `endColumn` - Final column index
Returns:
  the value returned by `FieldMatrixPreservingVisitor.end()` at the end of the walk
Throws:
  `NumberIsTooSmallException` - if `endRow < startRow` or `endColumn < startColumn`.
  `OutOfRangeException` - if the indices are not valid.
See Also:
  `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor, int, int, int, int)`

#### walkInColumnOrder

    public T walkInColumnOrder(FieldMatrixChangingVisitor<T> visitor)

Visit (and possibly change) all matrix entries in column order.

Column order starts at upper left and iterating through all elements of a column from top to bottom before going to the topmost element of the next column.

Specified by:
  `walkInColumnOrder` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `visitor` - visitor used to process all matrix entries
Returns:
  the value returned by `FieldMatrixChangingVisitor.end()` at the end of the walk
See Also:
  `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor, int, int, int, int)`

#### walkInColumnOrder

    public T walkInColumnOrder(FieldMatrixPreservingVisitor<T> visitor)

Visit (but don't change) all matrix entries in column order.

Column order starts at upper left and iterating through all elements of a column from top to bottom before going to the topmost element of the next column.

Specified by:
  `walkInColumnOrder` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `visitor` - visitor used to process all matrix entries
Returns:
  the value returned by `FieldMatrixPreservingVisitor.end()` at the end of the walk
See Also:
  `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor, int, int, int, int)`

#### walkInColumnOrder

    public T walkInColumnOrder(FieldMatrixChangingVisitor<T> visitor,
                      int startRow,
                      int endRow,
                      int startColumn,
                      int endColumn)
                                                throws NumberIsTooSmallException,
                                                       OutOfRangeException

Visit (and possibly change) some matrix entries in column order.

Column order starts at upper left and iterating through all elements of a column from top to bottom before going to the topmost element of the next column.

Specified by:
  `walkInColumnOrder` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `visitor` - visitor used to process all matrix entries
  `startRow` - Initial row index
  `endRow` - Final row index (inclusive)
  `startColumn` - Initial column index
  `endColumn` - Final column index
Returns:
  the value returned by `FieldMatrixChangingVisitor.end()` at the end of the walk
Throws:
  `NumberIsTooSmallException` - if `endRow < startRow` or `endColumn < startColumn`.
  `OutOfRangeException` - if the indices are not valid.
See Also:
  `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor, int, int, int, int)`

#### walkInColumnOrder

    public T walkInColumnOrder(FieldMatrixPreservingVisitor<T> visitor,
                      int startRow,
                      int endRow,
                      int startColumn,
                      int endColumn)
                                                throws NumberIsTooSmallException,
                                                       OutOfRangeException

Visit (but don't change) some matrix entries in column order.

Column order starts at upper left and iterating through all elements of a column from top to bottom before going to the topmost element of the next column.

Specified by:
  `walkInColumnOrder` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `visitor` - visitor used to process all matrix entries
  `startRow` - Initial row index
  `endRow` - Final row index (inclusive)
  `startColumn` - Initial column index
  `endColumn` - Final column index
Returns:
  the value returned by `FieldMatrixPreservingVisitor.end()` at the end of the walk
Throws:
  `NumberIsTooSmallException` - if `endRow < startRow` or `endColumn < startColumn`.
  `OutOfRangeException` - if the indices are not valid.
See Also:
  `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor, int, int, int, int)`

#### walkInOptimizedOrder

    public T walkInOptimizedOrder(FieldMatrixChangingVisitor<T> visitor)

Visit (and possibly change) all matrix entries using the fastest possible order.

The fastest walking order depends on the exact matrix class. It may be different from traditional row or column orders.

Specified by:
  `walkInOptimizedOrder` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `visitor` - visitor used to process all matrix entries
Returns:
  the value returned by `FieldMatrixChangingVisitor.end()` at the end of the walk
See Also:
  `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor, int, int, int, int)`

#### walkInOptimizedOrder

    public T walkInOptimizedOrder(FieldMatrixPreservingVisitor<T> visitor)

Visit (but don't change) all matrix entries using the fastest possible order.

The fastest walking order depends on the exact matrix class. It may be different from traditional row or column orders.

Specified by:
  `walkInOptimizedOrder` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `visitor` - visitor used to process all matrix entries
Returns:
  the value returned by `FieldMatrixPreservingVisitor.end()` at the end of the walk
See Also:
  `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor, int, int, int, int)`

#### walkInOptimizedOrder

    public T walkInOptimizedOrder(FieldMatrixChangingVisitor<T> visitor,
                         int startRow,
                         int endRow,
                         int startColumn,
                         int endColumn)
                                                   throws NumberIsTooSmallException,
                                                          OutOfRangeException

Visit (and possibly change) some matrix entries using the fastest possible order.

The fastest walking order depends on the exact matrix class. It may be different from traditional row or column orders.

Specified by:
  `walkInOptimizedOrder` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `visitor` - visitor used to process all matrix entries
  `startRow` - Initial row index
  `endRow` - Final row index (inclusive)
  `startColumn` - Initial column index
  `endColumn` - Final column index (inclusive)
Returns:
  the value returned by `FieldMatrixChangingVisitor.end()` at the end of the walk
Throws:
  `NumberIsTooSmallException` - if `endRow < startRow` or `endColumn < startColumn`.
  `OutOfRangeException` - if the indices are not valid.
See Also:
  `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor, int, int, int, int)`

#### walkInOptimizedOrder

    public T walkInOptimizedOrder(FieldMatrixPreservingVisitor<T> visitor,
                         int startRow,
                         int endRow,
                         int startColumn,
                         int endColumn)
                                                   throws NumberIsTooSmallException,
                                                          OutOfRangeException

Visit (but don't change) some matrix entries using the fastest possible order.

The fastest walking order depends on the exact matrix class. It may be different from traditional row or column orders.

Specified by:
  `walkInOptimizedOrder` in interface `FieldMatrix<T extends FieldElement<T>>`
Parameters:
  `visitor` - visitor used to process all matrix entries
  `startRow` - Initial row index
  `endRow` - Final row index (inclusive)
  `startColumn` - Initial column index
  `endColumn` - Final column index (inclusive)
Returns:
  the value returned by `FieldMatrixPreservingVisitor.end()` at the end of the walk
Throws:
  `NumberIsTooSmallException` - if `endRow < startRow` or `endColumn < startColumn`.
  `OutOfRangeException` - if the indices are not valid.
See Also:
  `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInRowOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInRowOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInColumnOrder(FieldMatrixChangingVisitor, int, int, int, int)`, `FieldMatrix.walkInColumnOrder(FieldMatrixPreservingVisitor, int, int, int, int)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixPreservingVisitor)`, `FieldMatrix.walkInOptimizedOrder(FieldMatrixChangingVisitor, int, int, int, int)`

#### toString

    public java.lang.String toString()

Get a string representation for this matrix.

Overrides:
  `toString` in class `java.lang.Object`
Returns:
  a string representation for this matrix

#### equals

    public boolean equals(java.lang.Object object)

Returns true iff `object` is a `FieldMatrix` instance with the same dimensions as this and all corresponding matrix entries are equal.

Overrides:
  `equals` in class `java.lang.Object`
Parameters:
  `object` - the object to test equality against.
Returns:
  true if object equals this

#### hashCode

    public int hashCode()

Computes a hashcode for the matrix.

Overrides:
  `hashCode` in class `java.lang.Object`
Returns:
  hashcode for matrix

#### checkRowIndex

    protected void checkRowIndex(int row)
                          throws OutOfRangeException

Check if a row index is valid.

Parameters:
  `row` - Row index to check.
Throws:
  `OutOfRangeException` - if `index` is not valid.

#### checkColumnIndex

    protected void checkColumnIndex(int column)
                             throws OutOfRangeException

Check if a column index is valid.

Parameters:
  `column` - Column index to check.
Throws:
  `OutOfRangeException` - if `index` is not valid.

#### checkSubMatrixIndex

    protected void checkSubMatrixIndex(int startRow,
                           int endRow,
                           int startColumn,
                           int endColumn)
                                throws NumberIsTooSmallException,
                                       OutOfRangeException

Check if submatrix ranges indices are valid. Rows and columns are indicated counting from 0 to n-1.

Parameters:
  `startRow` - Initial row index.
  `endRow` - Final row index.
  `startColumn` - Initial column index.
  `endColumn` - Final column index.
Throws:
  `OutOfRangeException` - if the indices are not valid.
  `NumberIsTooSmallException` - if `endRow < startRow` or `endColumn < startColumn`.

#### checkSubMatrixIndex

    protected void checkSubMatrixIndex(int[] selectedRows,
                           int[] selectedColumns)
                                throws NoDataException,
                                       NullArgumentException,
                                       OutOfRangeException

Check if submatrix ranges indices are valid. Rows and columns are indicated counting from 0 to n-1.

Parameters:
  `selectedRows` - Array of row indices.
  `selectedColumns` - Array of column indices.
Throws:
  `NullArgumentException` - if the arrays are `null`.
  `NoDataException` - if the arrays have zero length.
  `OutOfRangeException` - if row or column selections are not valid.

#### checkAdditionCompatible

    protected void checkAdditionCompatible(FieldMatrix<T> m)
                                    throws MatrixDimensionMismatchException

Check if a matrix is addition compatible with the instance.

Parameters:
  `m` - Matrix to check.
Throws:
  `MatrixDimensionMismatchException` - if the matrix is not addition-compatible with instance.

#### checkSubtractionCompatible

    protected void checkSubtractionCompatible(FieldMatrix<T> m)
                                       throws MatrixDimensionMismatchException

Check if a matrix is subtraction compatible with the instance.

Parameters:
  `m` - Matrix to check.
Throws:
  `MatrixDimensionMismatchException` - if the matrix is not subtraction-compatible with instance.

#### checkMultiplicationCompatible

    protected void checkMultiplicationCompatible(FieldMatrix<T> m)
                                          throws DimensionMismatchException

Check if a matrix is multiplication compatible with the instance.

Parameters:
  `m` - Matrix to check.
Throws:
  `DimensionMismatchException` - if the matrix is not multiplication-compatible with instance.