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Matrices
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Element - each value in a matrix; either a number or a constant.
Matrix - a rectangular array of variables or constants in horizontal rows and vertical columns enclosed in brackets. Element - each value in a matrix; either a number or a constant. Dimension - number of rows by number of columns of a matrix. **A matrix is named by its dimensions.
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Examples: Find the dimensions of each matrix.
Dimensions: 3x2 Dimensions: 4x1 Dimensions: 2x4
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Different types of Matrices
Column Matrix - a matrix with only one column. Row Matrix - a matrix with only one row. Square Matrix - a matrix that has the same number of rows and columns.
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Equal Matrices - two matrices that have the same dimensions and each element of one matrix is equal to the corresponding element of the other matrix. *The definition of equal matrices can be used to find values when elements of the matrices are algebraic expressions.
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Examples: Find the values for x and y
* Since the matrices are equal, the corresponding elements are equal! * Form two linear equations. * Solve the system using substitution.
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Set each element equal and solve!
2. Set each element equal and solve!
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Matrix Operations Addition Subtraction Multiplication Inverse
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Addition
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Addition
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Addition Conformability
To add two matrices A and B: # of rows in A = # of rows in B # of columns in A = # of columns in B
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Subtraction
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Subtraction
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Subtraction Conformability
To subtract two matrices A and B: # of rows in A = # of rows in B # of columns in A = # of columns in B
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Multiplication Conformability
Regular Multiplication To multiply two matrices A and B: # of columns in A = # of rows in B Multiply: A (m x n) by B (n by p)
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Multiplication General Formula
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Multiplication I
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Multiplication II
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Multiplication III
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Multiplication IV
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Multiplication V
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Multiplication VI
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Multiplication VII
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Inner Product of a Vector
(Column) Vector c (n x 1)
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Outer Product of a Vector
(Column) vector c (n x 1)
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Inverse of 2 x 2 matrix Find the determinant
= (a11 x a22) - (a21 x a12) For det(A) = (2x3) – (1x5) = 1
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Inverse of 2 x 2 matrix Swap elements a11 and a22 Thus becomes
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Inverse of 2 x 2 matrix Change sign of a12 and a21 Thus becomes
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Inverse of 2 x 2 matrix Divide every element by the determinant Thus
becomes (luckily the determinant was 1)
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Inverse of 2 x 2 matrix Check results with A-1 A = I Thus equals
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