Sunday, June 22, 2014

MATRICES

Matrix: is a rectangular array of numbers, symbols, or expressions, arranged in rows and columns.
Example of a 2 x 3 matrix ("2x3" read as "two by three")

\begin{bmatrix}1 & 9 & -13 \\20 & 5 & -6 \end{bmatrix}.

Some definition/terms about this lessons:
Matrix: is a rectangular array of numbers, symbols, or expressions, arranged in rows and columns.
Real Matrix: is a matrix whose elements consist of entirely of real numbers
Augmented Matrix: is a matrix obtain by appending the columns of two given matrices, usually for the purpose of performing the same elementary row operations on the each of the given matrices.
Coefficient Matrix: refers to a matrix consisting of the coefficients of the variables in a set of linear equations.
Elementary row operation:
Square Matrix: Have the same number of rows and columns.
Rows: The horizontal line of numbers.
Columns: The vertical line of numbers.
Row Echelon form: a matrix is in echelon form if it has the shape resulting of a Gaussian elimination.

-All nonzero rows (rows with at least one nonzero element) are above any rows of all zeroes (all zero rows, if any, belong at the bottom of the matrix).
-The leading coefficient (the first nonzero number from the left, also called the pivot) of a nonzero row is always strictly to the right of the leading coefficient of the row above it (some texts add the condition that the leading coefficient must be 1.
-All entries in a column below a leading entry are zeroes (implied by the first two criteria).
Example:



\left[ \begin{array}{ccccc}
1 & a_0 & a_1 & a_2 & a_3 \\
0 & 0 & 2 & a_4 & a_5 \\
0 & 0 & 0 & 1 & a_6
\end{array} \right]

Reduced-Row Echelon Form:  A matrix is in reduced row echelon form (also called row canonical form) if it satisfies the following conditions:
-It is in row echelon form.
-Every leading coefficient is 1 and is the only nonzero entry in its column.
        Example:

\left[ \begin{array}{ccccc}
1 & 0 & a_1 & 0 & b_1 \\
0 & 1 & 0 & 0 & b_2 \\
0 & 0 & 0 & 1 & b_3
\end{array} \right]

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