Here you can perform row operations on a matrix to perform Gaussian Elimination and Gauss-Jordon Elimination. A video is available to watch the basic way to use the webpage.

Row Operations

There are three basic row operations that are performed on a matrix. Any combination of these operations leaves a matrix row equivalent to the original matrix.

• Multiply a Row by a constant To multiply a row by a constant, use the input 2*R1->R1 which multiplies row 1 by 2. Often the row on the right side of the -> is left off such as 2*R1. The multiplication sign * is also optional. Note: the arrow -> is entered as a dash - followed by the greater than symbol >
• Multiply a row by a constant and add to another. To add rows 1 and 2 and place the result in row 2, type R1+R2->R2. One can also multiply rows by constants. For example, -3R1+R3->R3 or R1+(11/2)R2->R2.
• Swap two rows To swap two rows, type the two rows to swap separated by <-> (This should look like a double-headed arrow.) For example, R1<->R3 swaps rows 1 and 3.

Multiple Row Operations

As long as the operations are not both placed in the same row, two operations may be done at once. Each operation should be separated by a comma. For example, the following matrix: \[ \left[ \begin{array}{rrr} 1 & 2 & 3 \\ 4 & 5 & 6 \\ 7 & 8 & 9 \end{array} \right] \] The two row operations -4R1+R2->R2, -7R1+R3->R3 will lead to the matrix: \[ \left[ \begin{array}{rrr} 1 & 2 & 3 \\ 0 & -3 & -6 \\ 0 & -6 & -12 \end{array} \right] \]

Pivoting

When performing row operations on a matrix, it is desireable to have an 1 on some row of a column and zeros on the rest of the column. This is often referred to as pivoting about an element. For example, if we take the matrix: \[ \left[ \begin{array}{rrr} 1 & 2 & 3 \\ 4 & 5 & 6 \\ 7 & 8 & 9 \end{array} \right] \]

and wish to get a 1 in the first row, second column, we would perform the following row operations:

1. \(\frac{1}{2} R_1 \rightarrow R_1 \)
2. \(-5R_1 + R_2 \rightarrow R_2 \)
3. \( -8 R_1 + R_3 \rightarrow R_3 \)

Which returns in the following matrix:

\[ \left[ \begin{array}{rrr} 1/2 & 1 & 3/3 \\ 3/2 & 0 & -3/2 \\ 3 & 0 & -3 \end{array} \right] \]

This can be done with the pivot command which has the form: pivot(i,j) which pivots about the ith row and jth column. For example, the above pivot can be done with the command pivot(1,2).

In addition, there is a pivot command called piv that doesn't introduce more fractions into the matrix. (However, if fractions are already present, then they will remain). This performs similar row operations to that of the pivot to get a column which is a multiple of the identity matrix. For example, we will redo the pivot command to the matrix above \[ \left[ \begin{array}{rrr} 1 & 2 & 3 \\ 4 & 5 & 6 \\ 7 & 8 & 9 \end{array} \right] \]

Applying piv(1,2), the resulting matrix is: \[ \left[ \begin{array}{rrr} 1 & 2 & 3 \\ 1 & 0 & -1 \\ 1 & 0 & -1 \end{array} \right] \]

Converting a matrix to Decimals

The command toDecimal will convert all the rational numbers to decimals (usually about 15 decimal places). For example starting with the matrix: \[ \left[ \begin{array}{rr} 1/2 & 1/3 \\ 4/9 & 1/7 \end{array} \right]\] and typing "toDecimal" in the input box results in \[ \left[ \begin{array}{rr} 0.5 &0.4444444444444444 \\ 0.3333333333333333& 0.14285714285714285\end{array}\right]\]

Errors and Troubleshooting

A number of errors can arise from various forms of input. The main error arises from a bad parsing error.

Errors on entering a matrix

The matrix should be entered as each row on a separate line in the text box. Each element of the matrix should be separated by spaces and each element can either be an integer, rational (entered with a /) or decimal. Its important that each row has the same number of elements.

Errors on row operations

Although the input on row operations is fairly flexible, there are a few things to keep in mind.

• All row operations use a CAPITAL R.
• On row swaps, this should be entered only as R1<->R2 for example.
• On operations with mulitplying rows, the multiplication sign is optional. For example either 2*R1->R1 or 2R1->R1 can be used.
• If a rational number (fraction) is used as multiplication, then it should be surrounded by parentheses. For example, (1/2)R2->R2.
• The row on the right hand side of the arrow -> is optional. If it is left off, it is assumed that the resultant row is the last row entered. For example, the row operations: 4R1+R3->R3 and 4R1+R3 are equivalent.

Vertical Line Mode ?

None Before Last Column Middle of the Matrix

This option allows you to have a vertical line in the middle the matrix (need to have an even number of columns), separate the last column or no vertical line (default).

Simplex Mode ?

In simplex mode if the piv method is used, then all of the basic variables are scaled by the integer value of the pivot.

Horizontal Line for last row:

Use vertical line to separate slack variables

Vertical Line to Separate First column

Include Add Row/Col to Simplex Tableau Button

Include LaTeX button:

Include Click to Pivot Button:

The above settings have 2 effects. The first 4 options add horizontal and vertical lines at standard places in a matrix. This generally is used for visual effect and clarity.

• The first option puts a vertical line before last column and is generally used for standard row operations to solve using Gauss-Jordon or Gaussian Elimination.
• The 2nd option is to separate the last row (called the objective row) in a simplex tableau.
• The 3rd option separates out the slack variables from the regular variables in a simplex tableau. Selecting "none" adds no additional vertical line. The "Standard" selection calculates the number of regular variables by assuming that each constraint generates a slack variable. The "custom" selection asks the user for the number of slack variables; this is often used for equality constraints. Note: the objective variable is not counted as a slack variable in the custom setting.

The Include Add Row/Col to Simplex Tableau Button is for advanced operations usually involved with Linear Programming (Linear Optimization). Selecting this checkbox determines whether or not an Add Row/Col button appears as an option on the input line. Clicking on the button then adds a row (just above the objective row) that the user can input. In addition, a column of zeros is added just to the left of the last column.

The Show LaTeX button produces a button on the input line. This is used by those who typeset in LaTeX and this is an easy way to import matrices into a LaTeX document.

The Select Pivot button produces a button on the input line that allows pivots to be made by clicking directly on the desired element.